Trevor Cohn

A targeted attack on black-box neural machine translation with parallel data poisoning

C Xu, J Wang, Y Tang, F GuzmA¡n, BIP Rubinstein, T Cohn

Conference Proceedings  |  2021  |  The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021

As modern neural machine translation (NMT) systems have been widely deployed, their security vulnerabilities require close scrutin..

Putting words into the system’s mouth: A targeted attack on neural machine translation using monolingual data poisoning

Jun Wang, Chang Xu, Francisco Guzmán, Ahmed El-Kishky, Yuqing Tang, Benjamin Rubinstein, Trevor Cohn

Conference Proceedings  |  2021  |  Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021

PPT: Parsimonious parser transfer for unsupervised cross-lingual adaptation

K Kurniawan, L Frermann, P Schulz, T Cohn

Conference Proceedings  |  2021  |  EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference

As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation

Jun Wang, Chang Xu, Francisco Guzmán, Ahmed El-Kishky, Benjamin Rubinstein, Trevor Cohn

Conference Proceedings  |  2021  |  Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021

ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents

J He, B Fang, H Yoshikawa, Y Li, SA Akhondi, C Druckenbrodt, C Thorne, Z Afzal, Z Zhai, L Cavedon, T Cohn, T Baldwin, K Verspoor

Book Chapter  |  2021  |  Lecture Notes in Computer Science

Chemical patents serve as an indispensable source of information about new discoveries of chemical compounds. The ChEMU (Cheminfor..

Diverse adversaries for mitigating bias in training

X Han, T Baldwin, T Cohn

Conference Proceedings  |  2021  |  EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference

Learning coupled policies for simultaneous machine translation using imitation learning

P Arthur, T Cohn, G Haffari

Conference Proceedings  |  2021  |  EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference

ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents.

Jiayuan He, Dat Quoc Nguyen, Saber A Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor

Journal article  |  2021  |  Front Res Metr Anal

Chemical patents represent a valuable source of information about new chemical compounds, which is critical to the drug discovery ..

Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics

Nitika Mathur, Timothy Baldwin, Trevor Cohn

Conference Proceedings  |  2020  |  Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

Automatic metrics are fundamental for the development and evaluation of machine translation systems. Judging whether, and to what ..

'Deep-speare' crafted Shakespearean verse that few readers could distinguish from the real thing

JH Lau, T Cohn, T Baldwin, A Hammond

Journal article  |  2020  |  IEEE Spectrum

Deep-speare's creation is nonsensical when you read it closely, but it certainly 'scans well,' as an English teacher would say-its..