Tim Baldwin

Place questions and human-generated answers: A data analysis approach

Ehsan Hamzei, Haonan Li, M Vasardani, T Baldwin, S Winter, M Tomko

Conference Proceedings  |  2020  |  Lecture Notes in Geoinformation and Cartography

This paper investigates place-related questions submitted to search systems and their human-generated answers. Place-based search ..

Differences in language use: Insights from job and talent search

B Salehi, B Kazimipour, T Baldwin

Conference Proceedings  |  2019  |  Proceedings of the 24th Australasian Document Computing Symposium on - ADCS '19

A divergent transcriptional landscape underpins the development and functional branching of MAIT cells.

H-F Koay, S Su, D Amann-Zalcenstein, SR Daley, I Comerford, L Miosge, CE Whyte, IE Konstantinov, Y d'Udekem, T Baldwin, PF Hickey, SP Berzins, JYW Mak, Y Sontani, CM Roots, T Sidwell, A Kallies, Z Chen, S Nüssing, K Kedzierska, et al.

Journal article  |  2019  |  Science Immunology

MR1-restricted mucosal-associated invariant T (MAIT) cells play a unique role in the immune system. These cells develop intrathymi..

Using natural language processing and VetCompass to understand antimicrobial usage patterns in Australia

B Hur, LY Hardefeldt, K Verspoor, T Baldwin, JR Gilkerson

Conference Proceedings  |  2019  |  Australian Veterinary Journal

Background Currently there is an incomplete understanding of antimicrobial usage patterns in veterinary clinics in Australia, but ..

Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation

Nitika Mathur, Timothy Baldwin, Trevor Cohn

Conference Proceedings  |  2019  |  Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Accurate, automatic evaluation of machine translation is critical for system tuning, and evaluating progress in the field. We prop..

Semi-supervised Stochastic Multi-Domain Learning using Variational Inference

Yitong Li, Timothy Baldwin, Trevor Cohn

Conference Proceedings  |  2019  |  Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Supervised models of NLP rely on large collections of text which closely resemble the intended testing setting. Unfortunately matc..

How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions

Navnita Nandakumar, Timothy Baldwin, Bahar Salehi

Conference Proceedings  |  2019  |  Proceedings of the 3rd Workshop on Evaluating Vector Space Representations for

In this paper, we apply various embedding methods on multiword expressions to study how well they capture the nuances of non-compo..

Contextualization of Morphological Inflection

Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn, Jason Eisner

Conference Proceedings  |  2019  |  CoRR

Critical to natural language generation is the production of correctly inflected text. In this paper, we isolate the task of predi..

UniMelb at SemEval-2019 Task 12: Multi-model combination for toponym resolution

Haonan Li, Minghan Wang, Timothy Baldwin, Martin Tomko, Maria Vasardani

Conference Proceedings  |  2019  |  Proceedings of the 13th International Workshop on Semantic Evaluation

This paper describes our submission to SemEval-2019 Task 12 on toponym resolution over scientific articles. We train separate NER ..

Visualizing Regional Language Variation Across Europe on Twitter

Dirk Hovy, Afshin Rahimi, Timothy Baldwin, Julian Brooke

Book Chapter  |  2019

Geotagged Twitter data allows us to investigate correlations of geographic language variation, both at an interlingual and intrali..

A Need for Better Understanding Is the Major Determinant for Public Perceptions of Human Gene Editing

Tristan McCaughey, David M Budden, Paul G Sanfilippo, George EC Gooden, Li Fan, Eva Fenwick, Gwyneth Rees, Casimir MacGregor, Lei Si, Christine Chen, Helena Hai Liang, Alice Pebay, Timothy Baldwin, Alex W Hewitt

Journal article  |  2019  |  Human Gene Therapy

The CRISPR/Cas system could provide an efficient and reliable means of editing the human genome and has the potential to revolutio..

Automatic Language Identification in Texts: A Survey

Tommi Jauhiainen, Marco Lui, Marcos Zampieri, Timothy Baldwin, Krister Linden

Journal article  |  2019  |  Journal of Artificial Intelligence Research

Language identification (“LI”) is the problem of determining the natural language that a document or part thereof is written in. A..

Improved Document Modelling with a Neural Discourse Parser

Timothy Baldwin, Fajri Koto, Jey Han Lau

Conference Proceedings  |  2019  |  Proceedings of the 17th Workshop of the Australasian Language Technology Association

Despite the success of attention-based neural models for natural language generation and classification tasks, they are unable to ..

Does an LSTM forget more than a CNN? An empirical study of catastrophic forgetting in NLP

Timothy Baldwin, Gaurav Arora, Afshin Rahimi

Conference Proceedings  |  2019  |  Proceedings of the 17th Workshop of the Australasian Language Technology Association

Catastrophic forgetting — whereby a model trained on one task is fine-tuned on a second, and in doing so, suffers a “catastrophic”..

Feature-guided Neural Model Training for Supervised Document Representation Learning

Aili Shen, Bahar Salehi, Jianzhong Qi, Timothy Baldwin

Conference Proceedings  |  2019  |  Proceedings of the 17th Workshop of the Australasian Language Technology Association

With the advent of neural models, there has been a rapid move away from feature engineering, or at best, simplistically combining ..

Modelling Tibetan Verbal Morphology

Timothy Baldwin, Qianji Di, Ekaterina Vylomova

Conference Proceedings  |  2019  |  Proceedings of the 17th Workshop of the Australasian Language Technology Association

The Tibetan language, despite being spoken by 8 million people, is a lowresource language in NLP terms, and research to develop NL..

Detecting Chemical Reactions in Patents

Hiyori Yoshikawa, Dat Quoc Nguyen, Zenan Zhai, Christian Druckenbrodt, Camilo Thorne, Saber A Akhondi, Timothy Baldwin, Karin Verspoor

Conference Proceedings  |  2019  |  Proceedings of the 17th Annual Workshop of the Australasian Language Technology Association

Extracting chemical reactions from patents is a crucial task for chemists working on chemical exploration. In this paper we introd..

Deep Ordinal Regression for Pledge Specificity Prediction

Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin

Conference Proceedings  |  2019  |  Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

Many pledges are made in the course of anelection campaign, forming important corporafor political analysis of campaign strategy a..

Pairwise webpage coreference classification using distant supervision

S Shivashankar, T Baldwin, J Brooke, T Cohn

Conference Proceedings  |  2019  |  Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

Target Based Speech Act Classification in Political Campaign Text

Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin

Conference Proceedings  |  2019  |  Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019)

We study pragmatics in political campaign text, through analysis of speech acts and the target of each utterance. We propose a new..

Modelling Uncertainty in Collaborative Document Quality Assessment

Aili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi, Timothy Baldwin

Conference Proceedings  |  2019  |  Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019)

In the context of document quality assessment, previous work has mainly focused on predicting the quality of a document relative t..

Reevaluating Argument Component Extraction in Low Resource Settings

Anirudh Joshi, Timothy Baldwin, Richard Sinnott, Cecile Paris

Conference Proceedings  |  2019  |  Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019)

Argument component extraction is a challenging and complex high-level semantic extraction task. As such, it is both expensive to a..

Multitask learning for query segmentation in job search

B Salehi, F Liu, T Baldwin, W Wong

Conference Proceedings  |  2018  |  Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval - ICTIR '18

A preliminary comparison of job, talent, and web search

D Spina, M Maistro, Y Ren, S Sadeghi, W Wong, T Baldwin, L Cavedon, A Moffat, M Sanderson, F Scholer, J Zobel

Conference Proceedings  |  2018  |  CEUR Workshop Proceedings

Copyright held by the author(s). This paper presents an initial comparison of user behavior in job, talent, and web search using q..

Web forum retrieval and text analytics: A survey

D Hoogeveen, L Wang, T Baldwin, KM Verspoor

Journal article  |  2018  |  Foundations and Trends® in Information Retrieval

Semi-supervised User Geolocation via Graph Convolutional Networks

Afshin Rahimi, Tim Baldwin, Trevor Cohn

Conference Proceedings  |  2018  |  ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers)

Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model

Shivashankar Subramanian, Timothy Baldwin, Trevor Cohn

Conference Proceedings  |  2018  |  Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 2: Short Papers

Narrative Modeling with Memory Chains and Semantic Supervision

Fei Liu, Trevor Cohn, Timothy Baldwin

Conference Proceedings  |  2018  |  ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers)

Hierarchical Structured Model for Fine-to-Coarse Manifesto Text Analysis

Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin

Conference Proceedings  |  2018  |  Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers)

The company they keep: Extracting Japanese neologisms using language patterns

J Breen, T Baldwin, F Bond

Conference Proceedings  |  2018  |  GWC 2018 - 9th Global WordNet Conference

© 2018 Global WordNet Association. All rights reserved. We describe an investigation into the identification and extraction of unr..

A living lab study of query amendment in job search

B Salehi, D Spina, A Moffat, S Sadeghi, F Scholer, T Baldwin, L Cavedon, M Sanderson, W Wong, J Zobel

Conference Proceedings  |  2018  |  The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval - SIGIR '18

Errors in formulation of queries made by users can lead to poor search results pages. We performed a living lab study using online..

Deep-speare: A joint neural model of poetic language, meter and rhyme

Timothy Baldwin, Trevor Cohn, Julian Brooke, Jey Han Lau, Adam Hammond

Conference Proceedings  |  2018  |  ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers)

Detecting misflagged duplicate questions in community question-answering archives

D Hoogeveen, A Bennett, Y Li, KM Verspoor, T Baldwin

Conference Proceedings  |  2018  |  12th International AAAI Conference on Web and Social Media, ICWSM 2018

Copyright © 2018, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved. In this paper we..

Towards Robust and Privacy-preserving Text Representations

Yitong Li, Timothy Baldwin, Trevor Cohn

Conference Proceedings  |  2018  |  ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers)

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis

Fei Liu, Trevor Cohn, Timothy Baldwin

Conference Proceedings  |  2018  |  Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 2 (Short Papers)

What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training

Yitong Li, Timothy Baldwin, Trevor Cohn

Conference Proceedings  |  2018  |  Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 2 (Short Papers)

VetCompass Australia: A National Big Data Collection System for Veterinary Science

Paul McGreevy, Peter Thomson, Navneet K Dhand, David Raubenheimer, Sophie Masters, Caroline S Mansfield, Timothy Baldwin, Ricardo J Soares Magalhaes, Jacquie Rand, Peter Hill, Anne Peaston, James Gilkerson, Martin Combs, Shane Raidal, Peter Irwin, Peter Irons, Richard Squires, David Brodbelt, Jeremy Hammond

Journal article  |  2017  |  Animals

Evaluating topic representations for exploring document collections

N Aletras, T Baldwin, JH Lau, M Stevenson

Journal article  |  2017  |  Journal of the Association for Information Science and Technology

Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks

Afshin Rahimi, Timothy Baldwin, Trevor Cohn

Conference Proceedings  |  2017  |  CoRR

Understanding user behavior in job and talent search: An initial investigation

D Spina, M Maistro, Y Ren, S Sadeghi, W Wong, T Baldwin, L Cavedon, A Moat, M Sanderson, F Scholer, J Zobel

Conference Proceedings  |  2017  |  CEUR Workshop Proceedings

Can machine translation systems be evaluated by the crowd alone

Yvette Graham, Timothy Baldwin, Alistair Moffat, Justin Zobel

Journal article  |  2017  |  Natural Language Engineering

An automatic approach for document-level topic model evaluation

S Bhatia, JH Lau, T Baldwin

Conference Proceedings  |  2017  |  Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017)

Sequence Effects in Crowdsourced Annotations

N Mathur, T Baldwin, T Cohn

Conference Proceedings  |  2017  |  EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings

A Neural Model for User Geolocation and Lexical Dialectology

Afshin Rahimi, Trevor Cohn, Timothy Baldwin

Conference Proceedings  |  2017  |  CoRR

Multimodal topic labelling

I Sorodoc, JH Lau, N Aletras, T Baldwin

Conference Proceedings  |  2017  |  15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference

© 2017 Association for Computational Linguistics. Topics generated by topic models are typically presented as a list of topic term..

Improving End-to-End Memory Networks with Unified Weight Tying

F Liu, T Cohn, T Baldwin

Conference Proceedings  |  2017  |  Proceedings of the Australasian Language Technology Association Workshop, ALTA 2017, Brisbane, Australia, December 6-8, 2017

Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields

Fei Liu, Timothy Baldwin, Trevor Cohn

Conference Proceedings  |  2017  |  CoRR

Improving evaluation of document-level machine translation quality estimation

Y Graham, Q Ma, T Baldwin, Q Liu, C Parra, C Scarton

Conference Proceedings  |  2017  |  15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference

© 2017 Association for Computational Linguistics. Meaningful conclusions about the relative performance of NLP systems are only po..

Further investigation into reference bias in monolingual evaluation of machine translation

Q Ma, Y Graham, T Baldwin, Q Liu

Conference Proceedings  |  2017  |  EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings

Topically Driven Neural Language Model

Jey Han Lau, Timothy Baldwin, Trevor Cohn

Conference Proceedings  |  2017  |  CoRR

Robust Training under Linguistic Adversity

Timothy Baldwin, Trevor Cohn, Yitong Li

Conference Proceedings  |  2017  |  15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference

Context-Aware Prediction of Derivational Word-forms

Timothy Baldwin, Trevor Cohn, Ekaterina Vylomova, Ryan Cotterell

Conference Proceedings  |  2017  |  15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference

Two decades of ecohydraulics: trends of an emerging interdiscipline

R Casas-Mulet, E King, D Hoogeveen, L Duong, G Lakhanpal, T Baldwin, MJ Stewardson, JA Webb

Journal article  |  2016  |  Journal of Ecohydraulics

A Global Social Media Survey of Attitudes to Human Genome Editing

Tristan McCaughey, Paul G Sanfilippo, George EC Gooden, David M Budden, Li Fan, Eva Fenwick, Gwyneth Rees, Casimir MacGregor, Lei Si, Christine Chen, Helena Hai Liang, Timothy Baldwin, Alice Pebay, Alex W Hewitt

Journal article  |  2016  |  Cell Stem Cell

Is all that Glitters in Machine Translation Quality Estimation really Gold?

Y Graham, T Baldwin, M Dowling, M Eskevich, T Lynn, L Tounsi

Conference Proceedings  |  2016  |  COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers

Automatic Labelling of Topics with Neural Embeddings

S Bhatia, JH Lau, T Baldwin

Conference Proceedings  |  2016  |  COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers

Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning

E Vylomova, L Rimell, T Cohn, T Baldwin

Conference Proceedings  |  2016  |  54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers

Introduction to Japanese Computational Linguistics

F Bond, T BALDWIN

Book Chapter  |  2016

Balancing up Efficiency and Accuracy in Translation Retrieval

T BALDWIN

Book Chapter  |  2016

LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning

A Bennett, T Baldwin, J Lau, D McCarthy, F Bond

Conference Proceedings  |  2016  |  54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers

Twitter Geolocation Prediction Shared Task of the 2016 Workshop on Noisy User-generated Text

B Han, A Rahimi, L Derczynski, T BALDWIN

Conference Proceedings  |  2016

Quit while ahead: Evaluating truncated rankings

F Liu, A Moffat, T Baldwin, X Zhang

Conference Proceedings  |  2016  |  Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16

© 2016 ACM. Many types of search tasks are answered through the computation of a ranked list of suggested answers. We re-examine t..

pigeo: A Python Geotagging Tool

A Rahimi, T Cohn, T Baldwin

Conference Proceedings  |  2016  |  54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - System Demonstrations

The sensitivity of topic coherence evaluation to topic cardinality

JH Lau, T Baldwin

Conference Proceedings  |  2016  |  2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference

©2016 Association for Computational Linguistics. When evaluating the quality of topics generated by a topic model, the convention ..

Evaluating a Topic Modelling Approach to Measuring Corpus Similarity

R Fothergill, P Cook, T Baldwin

Conference Proceedings  |  2016  |  Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016

Determining the Multiword Expression Inventory of a Surprise Language

B Salehi, P Cook, T Baldwin

Conference Proceedings  |  2016  |  COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers

VectorWeavers at SemEval-2016 Task 10: From Incremental Meaning to Semantic Unit (phrase by phrase)

A Scherbakov, E Vylomova, F Liu, T Baldwin

Conference Proceedings  |  2016  |  Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)

Bootstrapped Text-level Named Entity Recognition for Literature

J Brooke, T Baldwin, A Hammond

Conference Proceedings  |  2016  |  54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers

UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by combining a CNN with String Similarity Measures

D Hoogeveen, Y Li, H Liang, B Salehi, L Duong, T Baldwin

Conference Proceedings  |  2016  |  SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings

#ISISisNotIslam or #DeportAllMuslims? Predicting Unspoken Views

Walid Magdy, Kareem Darwish, Norah Abokhodair, Afshin Rahimi, Timothy Baldwin

Conference Proceedings  |  2016  |  Proceedings of the 8th ACM Conference on Web Science - WebSci '16

Learning Robust Representations of Text

Y Li, T Cohn, T Baldwin

Conference Proceedings  |  2016  |  EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings

Named Entity Recognition for Novel Types by Transfer Learning

L Qu, G Ferraro, L Zhou, W Hou, T Baldwin

Conference Proceedings  |  2016  |  EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings

Melbourne at SemEval 2016 Task 11: Classifying Type-level Word Complexity using Random Forests with Corpus and Word List Features

J Brooke, T Baldwin, AL Uitdenbogerd

Conference Proceedings  |  2016  |  SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings

UNIMELB at SemEval-2016 Tasks 4A and 4B: An Ensemble of Neural Networks and a Word2Vec Based Model for Sentiment Classification

X Xu, H Liang, T Baldwin

Conference Proceedings  |  2016  |  SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings

CQADupStack: Gold or Silver?

D Hoogeveen, K Verspoor, T BALDWIN

Conference Proceedings  |  2016

An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation

J Lau, T BALDWIN

Conference Proceedings  |  2016

CQADupStack: A benchmark data set for community question-answering research

D Hoogeveen, KM Verspoor, T Baldwin

Conference Proceedings  |  2015  |  Proceedings of the 20th Australasian Document Computing Symposium

gDelta: a missing link in the grammar engineering toolchain

Ned Letcher, Rebecca Dridan, Timothy Baldwin

Journal article  |  2015  |  Language Resources and Evaluation

A Classification Schema for Fast Disambiguation of Spatial Prepositions

Andre Dittrich, Maria Vasardani, Stephan Winter, Timothy Baldwin, Fei Liu

Conference Proceedings  |  2015  |  Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoStreaming - IWGS'15

Domain Adaption of Named Entity Recognition to Support Credit Risk Assessment

JC Salinas Alvarado, K Verpsoor, T BALDWIN

Conference Proceedings  |  2015

Topic Models: Post-Processing and Applications Workshop (TM)

Editorship  |  2015

A Probabilistic Rating Auto-encoder for Personalized Recommender Systems

H Liang, T Baldwin

Conference Proceedings  |  2015  |  Proceedings of the 24th ACM International on Conference on Information and Knowledge Management - CIKM '15

Understanding Engagement with Insurgents through Retweet Rhetoric

J Nothman, A AHMAD, C Breidbach, D Malet, T Baldwin

Conference Proceedings  |  2015

Organisations — including insurgent movements — harness social media to engage potential consumers. They evoke sympathetic (and an..

Accurate Evaluation of Segment-level Machine Translation Metrics

Y Graham, N Mathur, T BALDWIN

Conference Proceedings  |  2015  |  NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference

Shared Tasks of the 2015Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition

T BALDWIN, MC de Marneffe, B Han, Y-B Kim, A Ritter, W Xu

Conference Proceedings  |  2015

A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions

B Salehi, P Cook, T BALDWIN

Conference Proceedings  |  2015  |  NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference

Collective Document Classification with Implicit Inter-document Semantic Relationships

C Burford, S Bird, T BALDWIN

Conference Proceedings  |  2015  |  Proceedings of the 4th Joint Conference on Lexical and Computational Semantics, *SEM 2015

The Impact of Multiword Expression Compositionality on Machine Translation Evaluation

B Salehi, N Mathur, P Cook, T BALDWIN

Conference Proceedings  |  2015

RoseMerry: A Baseline Message-level Sentiment Classification System

H Liang, R Fothergill, T BALDWIN

Conference Proceedings  |  2015

Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks

L Qu, G Ferraro, L Zhou, W Hou, N Schneider, T BALDWIN

Conference Proceedings  |  2015  |  CoNLL 2015 - 19th Conference on Computational Natural Language Learning, Proceedings

Automatic Labelling of Topic Models Using Word Vectors and Letter Trigram Vectors

W Kou, F Li, T Baldwin

Conference Proceedings  |  2015  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Exploiting Text and Network Context for Geolocation of Social Media Users

A Rahimi, D Vu, TA COHN, T Baldwin

Conference Proceedings  |  2015  |  Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Twitter User Geolocation Using a Unified Text and Network Prediction Model

A Rahimi, T COHN, T Baldwin

Conference Proceedings  |  2015  |  ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference

Is Machine Translation Getting Better over Time?

Y Graham, TJ Baldwin, A Moffat, J Zobel

Conference Proceedings  |  2014  |  Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics

Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality

JH Lau, D Newman, TJ Baldwin

Conference Proceedings  |  2014  |  Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics

Automatic detection of multilingual dictionaries on the web

G Grigonyte, T Baldwin

Conference Proceedings  |  2014  |  52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference

This paper presents an approach to query construction to detect multilingual dictionaries for predetermined language combinations ..

Representing topics labels for exploring digital libraries

N Aletras, T Baldwin, undefined Jey Han Lau, M Stevenson

Conference Proceedings  |  2014  |  IEEE/ACM Joint Conference on Digital Libraries

Applying a Word-sense Induction System to the Automatic Extraction of Diverse Dictionary Examples

P Cook, M Rundell, JL Lau, T BALDWIN

Conference Proceedings  |  2014

Exploring Methods and Resources for Discriminating Similar Languages

M Lui, N Letcher, O Adams, L Duong, P Cook, T BALDWIN

Conference Proceedings  |  2014

Building a Corpus of Spatial Relational Expressions Extracted from Web Documents

Jan Oliver Wallgrün, Alexander Klippel, Timothy Baldwin

Conference Proceedings  |  2014  |  Proceedings of the 8th Workshop on Geographic Information Retrieval - GIR '14

Text-Based Twitter User Geolocation Prediction

Bo Han, Paul Cook, Timothy Baldwin

Journal article  |  2014  |  Journal of Artificial Intelligence Research

Testing for Significance of Increased Correlation with Human Judgment

Yvette Graham, T BALDWIN

Conference Proceedings  |  2014  |  EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Randomized Significance Tests in Machine Translation

Y Graham, N Mathur, T BALDWIN

Conference Proceedings  |  2014

Using Distributional Similarity of Multi-way Translations to Predict Multiword Expression Compositionality

B SALEHI, P Cook, TJ Baldwin

Conference Proceedings  |  2014  |  Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics

Automatic Detection and Language Identification of Multilingual Documents

M Lui, JH Lau, T BALDWIN

Journal article  |  2014  |  Transactions of the Association for Computational Linguistics

Accurate Language Identification of Twitter Messages

M Lui, T BALDWIN

Conference Proceedings  |  2014

Novel word-sense identification

P Cook, JH Lau, D McCarthy, T BALDWIN

Conference Proceedings  |  2014  |  COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers

Automatic zoom level prediction for informal location descriptions

I Tytyk, T Baldwin

Conference Proceedings  |  2014  |  Proceedings of the 4th International Workshop on Location and the Web - LocWeb '14

Copyright © 2014 ACM. This paper is concerned with the automatic prediction of the zoom level at which to present a map with resul..

One Sense per Tweeter ... and Other Lexical Semantic Tales of Twitter

S Gella, P Cook, T BALDWIN

Conference Proceedings  |  2014

Detecting Non-compositional MWE Components using Wiktionary

B Salehi, P Cook, T BALDWIN

Conference Proceedings  |  2014  |  EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Statistical Methods for Identifying Local Dialectal Terms from GPS-Tagged Documents

Paul Cook, Bo Han, Timothy Baldwin

Journal article  |  2014  |  Dictionaries: Journal of the Dictionary Society of North America

Learning word sense distributions, detecting unattested senses and identifying novel senses using topic models

JH Lau, P Cook, D McCarthy, S Gella, T Baldwin

Conference Proceedings  |  2014  |  52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference

Unsupervised word sense disambiguation (WSD) methods are an attractive approach to all-words WSD due to their non-reliance on expe..

Automatic identification of locative expressions from social media text: A comparative analysis

F Liu, M Vasardani, T Baldwin

Conference Proceedings  |  2014  |  Proceedings of the 4th International Workshop on Location and the Web - LocWeb '14

Copyright © 2014 ACM. With the proliferation of smartphones and the increasing popularity of social media, people have developed h..

Automatic keyphrase extraction from scientific articles

Su Nam Kim, Olena Medelyan, Min-Yen Kan, Timothy Baldwin

Journal article  |  2013  |  Language Resources and Evaluation

Mining micro-blogs: Opportunities and challenges

Y Liao, M Moshtaghi, B Han, S Karunasekera, R Kotagiri, T Baldwin, A Harwood, P Pattison

Book Chapter  |  2013

A lexical semantic approach to interpreting and bracketing English noun compounds

Su Nam Kim, Timothy Baldwin

Journal article  |  2013  |  Natural Language Engineering,

On collocations and topic models

JH Lau, T Baldwin, D Newman

Journal article  |  2013  |  ACM Transactions on Speech and Language Processing

Word sense and semantic relations in noun compounds

SN Kim, T Baldwin

Journal article  |  2013  |  ACM Transactions on Speech and Language Processing

A lexicographic appraisal of an automatic approach for detecting new word-senses

P Cook, J LAU, M Rundell, D McCarthy, TJ Baldwin

Conference Proceedings  |  2013  |  Electronic lexicography in the 21st century: thinking outside the paper. Proceedings of the eLex 2013 conference

unimelb: Spanish Text Normalisation

B HAN, P Cook, TJ Baldwin

Conference Proceedings  |  2013  |  Proceedings of the Tweet Normalization Workshop at SEPLN 2013 (Tweet-norm)

Continuous Measurement Scales in Human Evaluation of Machine Translation

Y Graham, TJ Baldwin, A Moffat, J Zobel

Conference Proceedings  |  2013  |  Proceedings of the 7th Linguistic Annotation Workshop & Interoperability with Discourse

How Noisy Social Media Text, How Diffrnt Social Media Sources?

TJ Baldwin, P Cook, M LUI, A MACKINLAY, L Wang

Conference Proceedings  |  2013  |  Proceedings of the International Joint Conference on Natural Language Processing

Constructing a Phenomenal Corpus: Towards Detecting Linguistic Phenomena in Precision Grammars

N LETCHER, TJ Baldwin

Conference Proceedings  |  2013  |  Proceedings of the International Workshop on High-level Methodologies for Grammar Engineering

Umelb: Cross-lingual Textual Entailment with Word Alignment and String Similarity Features

Y Graham, B SALEHI, TJ Baldwin

Conference Proceedings  |  2013  |  Proceedings of the Seventh InternationalWorkshop on Semantic Evaluation (SemEval 2013)

Lexical Normalization for Social Media Text

Bo Han, Paul Cook, Timothy Baldwin

Journal article  |  2013  |  ACM Transactions on Intelligent Systems and Technology

Unimelb: Topic modelling-based word sense induction for web snippet clustering

JH Lau, P Cook, T Baldwin

Conference Proceedings  |  2013  |  *SEM 2013 - 2nd Joint Conference on Lexical and Computational Semantics

c 2013 Association for Computational Linguistics This paper describes our system for Task 11 of SemEval-2013. In the task, partici..

Introduction to ∗SEM 2013

M Diab, T Baldwin, M Baroni

Conference Proceedings  |  2013  |  *SEM 2013 - 2nd Joint Conference on Lexical and Computational Semantics

A Stacking-based Approach to Twitter User Geolocation Prediction

B HAN, P Cook, TJ Baldwin

Conference Proceedings  |  2013  |  Proceedings of the Conference System Demonstrations

UniMelb_NLP-CORE: Integrating predictions from multiple domains and feature sets for estimating semantic textual similarity

S GELLA, B SALEHI, M LUI, K GRIESER, P Cook, TJ Baldwin

Conference Proceedings  |  2013  |  Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity

The Utility of Discourse Structure in Forum Thread Retrieval

L Wang, SN Kim, TJ Baldwin

Conference Proceedings  |  2013  |  Information Retrieval Technology

Crowd-Sourcing of Human Judgments of Machine Translation Fluency

Y Graham, TJ Baldwin, A Moffat, J Zobel

Conference Proceedings  |  2013  |  Proceedings of the Australasian Language Technology Association Workshop 2013

Unimelb: Topic modelling-based word sense induction

JH Lau, P Cook, T Baldwin

Conference Proceedings  |  2013  |  Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013)

Automatic Climate Classification of Environmental Science Literature

J WILLETT, TJ Baldwin, D Martinez, JA Webb

Conference Proceedings  |  2013  |  Proceedings of the Australasian Language Technology Association Workshop 2013

Unsupervised Word Class Induction for Under-resourced Languages: A Case Study on Indonesian

M Mistica, J LAU, TJ Baldwin

Conference Proceedings  |  2013  |  Proceedings of the International Joint Conference on Natural Language Processing

unimelb: Topic Modelling-based Word Sense Induction for Web Snippet Clustering

J LAU, P Cook, TJ Baldwin

Conference Proceedings  |  2013  |  Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013)

On-line trend analysis with topic models: Twitter trends detection topic model online

JH Lau, N Collier, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 24th International Conference on Computational Linguistics

Geolocation prediction in social media data by finding location indicative words

B Han, P Cook, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 24th International Conference on Computational Linguistics

Component-wise annotation and analysis of informal place descriptions

I Tytyk, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the International Workshop on Place-Related Knowledge Acquisition Research

Automatically constructing a normalisation dictionary for microblogs

B Han, P Cook, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

Classifying dialogue acts in multi-party live chats

SN Kim, L Cavedon, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 26th Pacific Asia Conference on Language

Bayesian text segmentation for index term identification and keyphrase extraction

D Newman, N Koilada, JH Lau, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 24th International Conference on Computational Linguistics

Social media: Friend or foe of natural language processing?

T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation, PACLIC 2012

Extracting keywords from multi-party live chats

SN Kim, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 26th Pacific Asia Conference on Language

The utility of discourse structure in identifying resolved threads in technical user forums

L Wang, SN Kim, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 24th International Conference on Computational Linguistics

Detecting modification of biomedical events using a deep parsing approach

Andrew MacKinlay, David Martinez, Timothy Baldwin

Conference Proceedings  |  2012  |  Proceedings of the ACM Fifth International Workshop on Data and Text Mining in Biomedical Informatics (DTMBio 2011)

The effects of semantic annotations on precision parse ranking

A Mackinlay, R Dridan, D Mccarthy, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 1st Joint Conference on Lexical and Computational Semantics

From Database to Treebank: On Enhancing Hypertext Grammars with Grammar Engineering and Treebank Search

EM Bender, S GHODKE, TJ Baldwin, R Dridan

Book Chapter  |  2012

A support platform for event detection using social intelligence

T Baldwin, P Cook, B Han, A Harwood, S Karunasekera, M Moshtaghi

Conference Proceedings  |  2012  |  Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics

Segmentation and Translation of Japanese Multi-word Loanwords

J BREEN, TJ Baldwin, F Bond

Conference Proceedings  |  2012  |  Proceedings of the Australasian Language Technology Association Workshop 2012

langid.py: An Off-the-shelf Language Identification Tool

M LUI, TJ Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics

Japanese semcor: A sense-tagged corpus of Japanese

F Bond, T Baldwin, R Fothergill, K Uchimoto

Conference Proceedings  |  2012  |  Proceedings of the 6th International Global Wordnet Conference

Unsupervised Estimation of Word Usage Similarity

M LUI, TJ Baldwin, D McCarthy

Conference Proceedings  |  2012  |  Proceedings of the Australasian Language Technology Association Workshop 2012

Evaluating a morphological analyser of inuktitut

J Nicholson, T Cohn, T Baldwin

Conference Proceedings  |  2012  |  In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Deep Lexical Acquisition of Type Properties in Low-resource Languages: A Case Study in Wambaya

J NICHOLSON, R Nordlinger, TJ Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 26th Pacific Asia Conference on Language

Measurement of Progress in Machine Translation

Y Graham, TJ Baldwin, A Harwood, A Moffat, J Zobel

Conference Proceedings  |  2012  |  Proceedings of the Australasian Language Technology Association Workshop 2012

Word sense induction for novel sense detection

JH Lau, P Cook, D Mccarthy, D Newman, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics

Classification of Study Region in Environmental Science Abstracts

J WILLETT, TJ Baldwin, D Martinez, JA Webb

Conference Proceedings  |  2012  |  Proceedings of the Australasian Language Technology Association Workshop 2012

Combining resources for MWE-Token classification

R Fothergill, T Baldwin

Conference Proceedings  |  2012  |  Proceedings of the 1st Joint Conference on Lexical and Computational Semantics

A parser-based approach to detecting modification of biomedical events

A MacKinlay, D Martinez, T Baldwin

Conference Proceedings  |  2011  |  International Conference on Information and Knowledge Management, Proceedings

Automatic labelling of topic models

JH Lau, K Grieser, D Newman, T Baldwin

Conference Proceedings  |  2011  |  Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011)

Collective classification of Congressional floor-debate transcripts

C Burfoot, S Bird, T Baldwin

Conference Proceedings  |  2011  |  Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011)

Harvesting domain-specific terms using wikipedia

SN Kim, L Cavedon, T Baldwin

Conference Proceedings  |  2011  |  Proceedings of the Sixteenth Australasian Document Computing Symposium (ADCS 2011)

In situ text summarisation for museum visitors

T Baldwin, P Ye, F Bohnert, I Zukerman

Conference Proceedings  |  2011  |  Proceedings of the 25th Pacific Asia Conference on Language Information and Computing (PACLIC 25)

Lexical normalisation of short text messages: Makn sens a #Twitter

B Han, T Baldwin

Conference Proceedings  |  2011  |  Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011)

Melbourne language technology group microblog track report

B Han, M Lui, T Baldwin

Conference Proceedings  |  2011  |  NIST Special Publication

Relation Guided Bootstrapping of semantic lexicons

T McIntosh, L Yencken, JR Curran, T Baldwin

Conference Proceedings  |  2011  |  In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL HLT 2011)

Word classes in Indonesian: A linguistic reality or a convenient fallacy in natural language processing?

M Mistica, T Baldwin, IW Arka

Conference Proceedings  |  2011  |  Proceedings of the 25th Pacific Asia Conference on Language Information and Computing (PACLIC 25)

Predicting thread discourse structure over technical web forums

L Wang, M Lui, SN Kim, J Nivre, T Baldwin

Conference Proceedings  |  2011  |  Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing (EMNLP 2011)

Cross-Domain Effects on Parse Selection for Precision Grammars

A MacKinlay, R Dridan, D Flickinger, T Baldwin

Journal article  |  2011  |  Research on Language and Computation

Word sense disambiguation for event trigger word detection in biomedicine

D Martinez, T Baldwin

Journal article  |  2011  |  BMC Bioinformatics

Word sense disambiguation for event trigger word detection in biomedicine

David Martinez, Timothy Baldwin

Conference Proceedings  |  2011  |  BMC Bioinformatics 2011

Predicting and compensating for lexicon access errors

L Yencken, T Baldwin

Conference Proceedings  |  2011  |  Proceedings of the International Conference on Intelligent User Interfaces 2011

Treeblazing: Using External Treebanks to Filter Parse Forests for Parse Selection and Treebanking

A MACKINLAY, R Dridan, D Flickinger, S Oepen, TJ Baldwin

Conference Proceedings  |  2011  |  Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP2011)

Starting to Talk about Place

S Winter, A Kealy, M Duckham, A Rajabifard, KF Richter, TJ Baldwin, LF Stirling, L Cavedon, D Richter

Conference Proceedings  |  2011  |  Proceedings of the SURVEYING & SPATIAL SCIENCES BIENNIAL CONFERENCE 2011

Fleshing it out: A Supervised Approach to MWE-token and MWE-type Classification

R FOTHERGILL, TJ Baldwin

Conference Proceedings  |  2011  |  Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP2011)

Cross-domain Feature Selection for Language Identification

M LUI, TJ Baldwin

Conference Proceedings  |  2011  |  Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP2011)

Predicting Thread Linking Structure by Lexical Chaining

L WANG, D McCarthy, TJ Baldwin

Conference Proceedings  |  2011  |  Proceedings of Australasian Language Technology Association Workshop

Using ontological and document similarity to estimate museum exhibit relatedness

K Grieser, T Baldwin, F Bohnert, L Sonenberg

Journal article  |  2011  |  ACM Journal on Computing and Cultural Heritage

Location-based mobile games for spatial knowledge acquisition

S Winter, KF Richter, T Baldwin, L Cavedon, L Stirling, M Duckham, A Kealy, A Rajabifard

Conference Proceedings  |  2011  |  Proceedings of the Workshop on Cognitive Engineering for Mobile GIS,

Tagging and linking web forum posts

SN Kim, L Wang, T Baldwin

Conference Proceedings  |  2010  |  Proceedings of the 14th Conference on Computational Natural Language Learning 2010

Classifying dialogue acts in one-on-one live chats

SN Kim, L Cavedon, T Baldwin

Conference Proceedings  |  2010  |  Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing

Language identification: The long and the short of the matter

T Baldwin, M Lui

Conference Proceedings  |  2010  |  Proceedings of Human Language Technologies: The

Unsupervised parse selection for HPSG

R Dridan, T Baldwin

Conference Proceedings  |  2010  |  Proceedings of the Conference on Empirical Methods in Natural Language Processing 2010

Evaluating N-gram based evaluation metrics for automatic keyphrase extraction

SN Kim, T Baldwin, MY Kan

Conference Proceedings  |  2010  |  Proceedings of the 23rd International Conference on Computational Linguistics

Chart mining-based lexical acquisition with precision grammars

Y Zhang, T Baldwin, V Kordoni, D Martinez, J Nicholson

Conference Proceedings  |  2010  |  Proceedings of Human Language Technologies: The

Word sense disambiguation for event trigger word detection

D Martinez, T Baldwin

Conference Proceedings  |  2010  |  DTMBIO'10: ACM Fourth International Workshop on Data and Text Mining in Biomedical Informatics

Best topic word selection for topic labelling

JH Lau, D Newman, S Karimi, T Baldwin

Conference Proceedings  |  2010  |  Proceedings of the 23rd International Conference on Computational Linguistics

PanLex and LEXTRACT: Translating all Words of all languages of the World

T Baldwin, J Pool, SM Colowick

Conference Proceedings  |  2010  |  Proceedings of the 23rd International Conference on Computational Linguistics

Modelling and predicting movements of museum visitors: A simulation framework for assessing the impact of sensor noise on model performance

F Bohnert, I Zukerman, DW Albrecht, T Baldwin

Conference Proceedings  |  2010  |  Proceedings of the 9th Workshop on Intelligent Techniques for Web Personalization

Automatic evaluation of topic coherence

D Newman, JH Lau, K Grieser, T Baldwin

Conference Proceedings  |  2010  |  Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics in a World of Social Media

Evaluating topic models for digital libraries

D Newman, Y Noh, E Talley, S Karimi, T Baldwin

Conference Proceedings  |  2010  |  JCDL'10: Digital Libraries - 10 years past, 10 years forward, a 2020 Vision

Visualizing search results and document collections using topic maps

David Newman, Timothy Baldwin, Lawrence Cavedon, Eric Huang, Sarvnaz Karimi, David Martinez, Falk Scholer, Justin Zobel

Journal article  |  2010  |  Journal of Web Semantics

How to pick out token instances of English verb-particle constructions

Su Nam Kim, Timothy Baldwin

Journal article  |  2010  |  Language Resources and Evaluation

A reexamination of MRD-based word sense disambiguation

T Baldwin, SN Kim, F Bond, S Fujita, D Martinez, T Tanaka

Journal article  |  2010  |  ACM Transactions on Asian Language Information Processing

Multilingual Language Identification: ALTW 2010 Shared Task Dataset

TJB Baldwin, M LUI

Conference Proceedings  |  2010  |  Proceedings of the Australasian Language Technology Association Workshop 2010

Intelligent Linux Information Access by Data Mining: the ILIAD Project

TJB Baldwin, DM Martinez, RB PENMAN, SNK Kim, MHL Lui, L WANG, ADM Mackinlay

Conference Proceedings  |  2010  |  Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics in a World of Social Media

SemEval-2010 Task 5: Automatic keyphrase extraction from scientific articles

SN Kim, O Medelyan, MY Kan, T Baldwin

Conference Proceedings  |  2010  |  Proceedings of the 5th International Workshop on Semantic Evaluation, ACL 2010

Classifying user forum participants: Separating the gurus from the hacks, and other tales of the Internet

M LUI, TJB Baldwin

Conference Proceedings  |  2010  |  Proceedings of the Australasian Language Technology Association Workshop 2010

Thread-level analysis over technical user forum data

L WANG, SN KIM, TJB Baldwin

Conference Proceedings  |  2010  |  Proceedings of the Australasian Language Technology Association Workshop 2010

Multiword expressions

T Baldwin, SN Kim

Book Chapter  |  2010

Hozumi Tanaka Obituary

Timothy Baldwin, Takenobu Tokunaga, Jun'ichi Tsujii

Journal article  |  2009  |  COMPUTATIONAL LINGUISTICS

Experiments on pattern-based relation learning

W Yap, T Baldwin

Conference Proceedings  |  2009  |  Proceeding of the 18th ACM conference on Information and knowledge management

The use of topic representativewords in text categorization

SN Kim, T Baldwin, MY Kan

Conference Proceedings  |  2009  |  ADCS 2009: Proceedings of the Fourteenth Australasian Document Computing Symposium

You are what you post: User-level features in threaded discourse

M Lui, T Baldwin

Conference Proceedings  |  2009  |  ADCS 2009: Proceedings of the Fourteenth Australasian Document Computing Symposium

Automatic satire detection: Are you having a laugh?

C Burfoot, T Baldwin

Conference Proceedings  |  2009  |  Proceedings of the ACL-IJCNLP 2009 Conference

The hare and the tortoise: Speed and accuracy in translation retrieval

T Baldwin

Journal article  |  2009  |  Machine Translation

Prepositions in Applications: A Survey and Introduction to the Special Issue

Timothy Baldwin, Valia Kordoni, Aline Villavicencio

Journal article  |  2009  |  Computational Linguistics

Corpus-based Extraction of Japanese Compound Verbs

JW BREEN, T BALDWIN

Conference Proceedings  |  2009  |  Australasian Language Technology Workshop 2009: Proceedings of the workshop

Double Double, Morphology and Trouble:Looking into Reduplication in Indonesian

undefined Mistica, undefined Andrews, I Arka, T BALDWIN

Conference Proceedings  |  2009  |  Australasian Language Technology Workshop 2009: Proceedings of the workshop

A Baseline Approach to the RTE5 Search Pilot

AD Mackinlay, TJ Baldwin

Conference Proceedings  |  2009  |  Proceedings of the Text Analysis Conference (TAC 2009)

Cheap, Accurate RFID Tracking of Museum Visitors for Personalized Content Delivery

T BALDWIN, LT KURIAKOSE

Conference Proceedings  |  2009  |  Museums and the Web 2009: Proceedings

Biomedical Event Annotation with CRFs and Precision Grammars

A MACKINLAY, D MARTINEZ, T BALDWIN

Conference Proceedings  |  2009  |  Proceedings of BioNLP 2009: Shared Task

An Unsupervised Approach to Domain-Specific Term Extraction

S KIM, T BALDWIN, undefined Kan

Conference Proceedings  |  2009  |  Australasian Language Technology Workshop 2009: Proceedings of the workshop

Recognising the Predicate-argument Structure of Tagalog

T BALDWIN, M MISTICA

Conference Proceedings  |  2009  |  Proceedings of North American Chapter of the Association for Computational Linguistics - Human Language Technologies 2009

Restoring Punctuation and Casing in English Text

Timothy Baldwin, Manuel Paul Anil Kumar Joseph

Conference Proceedings  |  2009  |  Lecture Notes in Artificial Intelligence: AI 2009: Advances in Artificial Intelligence, 22nd Australasian Joint Conference

Web and Corpus Methods for Malay Count Classifier Prediction

T BALDWIN, JM NICHOLSON

Conference Proceedings  |  2009  |  Proceedings of North American Chapter of the Association for Computational Linguistics - Human Language Technologies 2009

Towards automatic animated storyboarding

P Ye, T Baldwin

Conference Proceedings  |  2008  |  Proceedings of the 23rd AAAI Conference on Artificial Intelligence

Using collaboratively constructed document collections to simulate real-world object comparisons

K Grieser, T Baldwin, F Bohnert, L Sonenberg

Conference Proceedings  |  2008  |  Proceedings of the 13th Australasian Document Computing Symposium

Improving parsing and PP attachment performance with sense information

E Agirre, T Baldwin, D Martinez

Conference Proceedings  |  2008  |  Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

Facilitating biomedical systematic reviews using ranked text retrieval and classification

D Martinez, S Karimi, L Cavedon, T Baldwin

Conference Proceedings  |  2008  |  Proceedings of the 13th Australasian Document Computing Symposium

Measuring and predicting orthographic associations: Modelling the similarity of Japanese Kanji

L Yencken, T Baldwin

Conference Proceedings  |  2008  |  Proceedings of the 22nd International Conference on Computational Linguistics

Applying discourse analysis and data mining methods to spoken OSCE assessments

M Mistica, T Baldwin, M Cordella, S Musgrave

Conference Proceedings  |  2008  |  Proceedings of the 22nd International Conference on Computational Linguistics

An unsupervised approach to interpreting noun compounds

NK Su, T Baldwin

Conference Proceedings  |  2008  |  Proceedings of the IEEE International Conference on Natural Language Processing and Knowledge Engineering

A Resource for Evaluating the Deep Lexical Acquisition of English Verb-Particle Constructions

T BALDWIN

Conference Proceedings  |  2008  |  Proceedings of the LREC Workshop Towards a Shared Task for Multiword Expressions (MWE 2008)

Evaluating and extending the coverage of HPSG grammars: A case study of German

J NICHOLSON, undefined Kordoni, undefined Zhang, T BALDWIN, R Dridan

Conference Proceedings  |  2008  |  Proceedings of the 6th International Language and Resources Conference 2008

Evaluating and extending the coverage of HPSG grammars: A case study for German

J Nicholson, V Kordoni, Y Zhang, T Baldwin, R Dridan

Conference Proceedings  |  2008  |  Proceedings of the 6th International Conference on Language Resources and Evaluation, LREC 2008

Orthographic similarity search for dictionary lookup of Japanese words

Lars Yencken, Timothy Baldwin

Conference Proceedings  |  2008  |  Proceedings of the 18th Conference on Artificial Intelligence

Automatic Event Reference Identification

OC MARCH, T BALDWIN

Conference Proceedings  |  2008  |  Proceedings of the Australasian Language Technology Association Workshop 2008

Standardised Evaluation of English Noun Compound Interpretation

S KIM, T BALDWIN

Conference Proceedings  |  2008  |  Proceedings of the LREC Workshop Towards a Shared Task for Multiword Expressions

Interpreting compound nominalisations

JM NICHOLSON, T BALDWIN

Conference Proceedings  |  2008  |  Proceedings of the LREC Workshop Towards a Shared Task for Multiword Expressions (MWE '08)

Using interest and transition models to predict visitor locations in museums

Fabian Bohnert, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin, Liz Sonenberg

Journal article  |  2008  |  AI Communications: the European journal on artificial intelligence

Benchmarking Noun Compound Interpretation

S KIM, T BALDWIN

Conference Proceedings  |  2008  |  Proceedings of the Third International Joint Conference on Natural Language Processing

Learning count classifier preferences of Malay nouns

JM NICHOLSON, T BALDWIN

Conference Proceedings  |  2008  |  Proceedings of the Australasian Language Technology Association Workshop 2008

Aspect-based personalized text summarization

Shlomo Berkovsky, Timothy Baldwin, Ingrid Zukerman

Conference Proceedings  |  2008  |  Adaptive Hypermedia and Adaptive Web-Based Systems (Lecture Notes in Computer Science)

MRD-based Word Sense Disambiguation: Further Extending Lesk

T BALDWIN, S KIM, undefined Bond, undefined Fujita, D MARTINEZ, undefined Tanaka

Conference Proceedings  |  2008  |  Proceedings of the Third International Joint Conference on Natural Language Processing

Using collaborative models to adaptively predict visitor locations in museums

Fabian Bohnert, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin, Liz Sonenberg

Conference Proceedings  |  2008  |  Adaptive Hypermedia and Adaptive Web-Based Systems (Lecture Notes in Computer Science)

Word sense disambiguation incorporating lexical and structural semantic information

T Tanaka, F Bond, T Baldwin, S Fujita, C Hashimoto

Conference Proceedings  |  2007  |  Proceedings of the 2007 Joint Meeting of the Conference on Empirical Methods on Natural Language Processing and the Conference on Natural Language Learning (EMNLP-CoNLL 2007)

Automatic thread classification for linux user forum information access

T Baldwin, D Martinez, RB Penman

Conference Proceedings  |  2007  |  Proceedings of the 12th Australasian Document Computing Symposium

Disambiguating noun compounds

SN Kim, T Baldwin

Conference Proceedings  |  2007  |  Proceedings of the Twenty-Second Conference on Artificial Intelligence (AAAI-07)

Automatic acquisition of qualia structure from corpus data

Ichiro Yamada, Timothy Baldwin, Hideki Sumiyoshi, Masahiro Shibata, Nobuyuki Yagi

Journal article  |  2007  |  IEICE Transactions on Information and Systems

Dictionary Alignment for Context-sensitive Word Glossing

undefined Yap, T BALDWIN

Conference Proceedings  |  2007  |  Proceedings of the Australasian Language Technology Workshop 2007

MELB-YB: Preposition sense disambiguation using rich semantic features

P Ye, T Baldwin

Conference Proceedings  |  2007  |  Proceedings of the 4th International Workshop on Semantic Evaluations

What to classify and how: Experiments in question classification for Japanese

R Dridan, T BALDWIN

Conference Proceedings  |  2007  |  Proceedings of the 10th Conference of the Pacific Association for Computational Linguistics 2007

Detecting Compositionality of English Verb-Particle Constructions using Semantic Similarity

S KIM, T BALDWIN

Conference Proceedings  |  2007  |  Proceedings of PACLING 2007

The Impact of Deep Linguistic Processing on Parsing Technology

T BALDWIN, undefined Dras, undefined Hockenmaier, undefined Holloway King, undefined van Noord

Conference Proceedings  |  2007  |  Proceedings of the 10th International Conference on Parsing Technology

Interpreting Noun Compounds using Bootstrapping and Sense Collocation

S KIM, T BALDWIN

Conference Proceedings  |  2007  |  Proceedings of PACLING 2007

Dynamic Path Prediction and Recommendation in a Museum Environment

K GRIESER, T BALDWIN, SG BIRD

Conference Proceedings  |  2007  |  Proceedings of the ACL 2007 Workshop on Language Technology for Cultural Heritage Data (LaTeCH 2007)

Extending Sense Collocations in Interpreting Noun Compounds

S KIM, M MISTICA, T BALDWIN

Conference Proceedings  |  2007  |  Proceedings of the Australasian Language Technology Workshop 2007

An investigation into the interaction between feature selection and discretization: Learning how and when to read numbers

Sumukh Ghodke, Timothy Baldwin

Conference Proceedings  |  2007  |  AI 2007: Advances in Artificial Intelligence

Scalable Deep Linguistic Processing: Mind the Lexical Gap

Timothy Baldwin

Conference Proceedings  |  2007  |  Proceedings of the 21st Pacific Asia Conference on Language, Information and Computation (PACLIC21)

MELB-MKB: Lexical substitution system based on relatives in context

D Martinez, SN Kim, T Baldwin

Conference Proceedings  |  2007  |  Proceedings of the 4th International Workshop on Semantic Evaluations

MELB-KB: Nominal classification as noun compound interpretation

SN Kim, T Baldwin

Conference Proceedings  |  2007  |  ACL 2007 - SemEval 2007 - Proceedings of the 4th International Workshop on Semantic Evaluations

Landmark Classification for Route Directions

AT FURLAN, T BALDWIN, undefined Klippel

Conference Proceedings  |  2007  |  Proceedings of the Fourth ACL-SIGSEM Workshop on Prepositions

UBC-UMB: Combining unsupervised and supervised systems for all-words WSD

D Martinez, T Baldwin, E Agirre, OL De Lacalle

Conference Proceedings  |  2007  |  Proceedings of the 4th International Workshop on Semantic Evaluations

 MELB-KB: Nominal Classification as Noun Compound Interpretation

S KIM, T BALDWIN

Conference Proceedings  |  2007  |  Proceedings of the 4th International Workshop on Semantic Evaluations

The Corpus and the Lexicon: Standardising Deep Lexical Acquisition Evaluation

undefined Zhang, T BALDWIN, undefined Kordoni

Conference Proceedings  |  2007  |  Proceedings of the ACL 2007 Workshop on Deep Linguistic Processing

Collecting Low-Density Language Materials on the Web

T Baldwin, S Bird, B Hughes

Conference Proceedings  |  2006  |  Proceedings of the 12th Australasian World Wide Web Conference (AusWeb06)

Multilingual deep lexical acquisition for HPSGs via supertagging

P Blunsom, T Baldwin

Conference Proceedings  |  2006  |  Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006)

Semantic role labeling of prepositional phrases