🧑‍🔬 Colin Cherry — all works

35 works · ← Colin Cherry

1. SemEval-2016 Task 6: Detecting Stance in TweetsInternational Workshop on Semantic Evaluation (SemEval)Saif Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, et al.2016 · 1,200 citations
2. Gemma 3 Technical Report ↗arXiv:2503.19786 · no summary yetGemma Team et al.2025 · 1,147 citations
3. NRC-Canada-2014: Detecting Aspects and Sentiment in Customer ReviewsInternational Workshop on Semantic Evaluation (SemEval)Svetlana Kiritchenko, Xiaodan Zhu, Colin Cherry, et al.2014 · 789 citations
4. Data-Driven Response Generation in Social MediaConference on Empirical Methods in Natural Language Processing (EMNLP)Alan Ritter, Colin Cherry, William B. Dolan2011 · 706 citations
5. Massively Multilingual Neural Machine Translation in the Wild: Findings and ChallengesarXiv:1907.05019Naveen Arivazhagan, Ankur Bapna, Orhan Firat, et al.2019 · 564 citations
6. Unsupervised Modeling of Twitter ConversationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alan Ritter, Colin Cherry, Bill Dolan2010 · 562 citations
7. Batch Tuning Strategies for Statistical Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Colin Cherry, George Foster2012 · 549 citations
8. Dependency Treelet Translation: Syntactically Informed Phrasal SMTChris Quirk, Arul Menezes, Colin CherryMachine translation · 549 citations
9. A Systematic Comparison of Smoothing Techniques for Sentence-Level BLEUConference on Machine Translation (WMT)Boxing Chen, Colin Cherry2014 · 282 citations
10. A Challenge Set Approach to Evaluating Machine TranslationPierre Isabelle, Colin Cherry, George FosterMachine translation · 271 citations
11. Monotonic Infinite Lookback Attention for Simultaneous Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, et al.2019 · 263 citations
12. Prompting PaLM for Translation: Assessing Strategies and Performance ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetDavid Vilar et al.2023 · 244 citations
13. Unsupervised Morphological Segmentation with Log-Linear ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hoifung Poon, Colin Cherry, Kristina Toutanova2009 · 210 citations
14. Paraphrasing for StyleWei Xu, Alan Ritter, Bill Dolan, et al.Machine translation · 196 citations
15. Revisiting Character-Based Neural Machine Translation with Capacity and CompressionConference on Empirical Methods in Natural Language Processing (EMNLP)Colin Cherry, George Foster, Ankur Bapna, et al.2018 · 156 citations
16. Cost Weighting for Neural Machine Translation Domain Adaptation ↗Proceedings of the First Workshop on Neural Machine Translation · no summary yetBoxing Chen et al.2017 · 107 citations
17. Inversion Transduction Grammar for Joint Phrasal Translation Modeling ↗Proceedings of SSST, NAACL-HLT 2007 / AMTA Workshop on Syntax and Structure in Statistical Translation · no summary yetColin Cherry, Dekang Lin2007 · 100 citations
18. mSLAM: Massively multilingual joint pre-training for speech and text ↗arXiv (Cornell University) · no summary yetAnkur Bapna et al.2022 · 99 citations
19. Reinforcement Learning based Curriculum Optimization for Neural Machine Translation ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetGaurav Kumar et al.2019 · 93 citations
20. A global model for joint lemmatization and part-of-speech predictionKristina Toutanova, Colin CherryEnglish · 58 citations
21. Thinking Slow about Latency Evaluation for Simultaneous Machine Translation ↗arXiv:1906.00048 · no summary yetColin Cherry, George Foster2019 · 54 citations
22. An Expectation Maximization Approach to Pronoun ResolutionConference on Computational Natural Language Learning (CoNLL)Colin Cherry, Shane Bergsma2005 · 49 citations
23. Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form TextsConference on Machine Translation (WMT)Eleftheria Briakou, Jiaming Luo, Colin Cherry, et al.2024 · 46 citations
24. XTREME-S: Evaluating Cross-lingual Speech Representations ↗Interspeech (USB) · no summary yetAlexis Conneau et al.2022 · 28 citations
25. Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation ↗Interspeech (USB) · no summary yetJia Ye et al.2022 · 27 citations
26. To Diverge or Not to Diverge: A Morphosyntactic Perspective on Machine Translation vs Human TranslationTransactions of the Association for Computational Linguistics (TACL)Jiaming Luo, Colin Cherry, George Foster2024 · 24 citations
27. Human-Paraphrased References Improve Neural Machine Translation ↗Proceedings of the Fifth Conference on Machine Translation · no summary yetMarkus Freitag et al.2020 · 24 citations
28. SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?Conference on Empirical Methods in Natural Language Processing (EMNLP)Senyu Li, Jiayi Wang, Felermino D. M. A. Ali, et al.2025 · 13 citations
29. Assessing Reference-Free Peer Evaluation for Machine Translation ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetSweta Agrawal et al.2021 · 11 citations
30. On the Implications of Verbose LLM Outputs: A Case Study in Translation Evaluation ↗arXiv:2410.00863 · no summary yetEleftheria Briakou et al.2024 · 9 citations
31. Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetChristian Tomani et al.2024 · 9 citations
32. Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination's Impact on Machine Translation ↗arXiv:2501.18771 · no summary yetMuhammed Yusuf Kocyigit et al.2025 · 5 citations
33. An Empirical Evaluation of Noise Contrastive Estimation for the Neural Network Joint Model of Translation ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetCherry, Colin2016 · 3 citations
34. Evaluating WMT 2025 Metrics Shared Task Submissions on the SSA-MTE African Challenge Set ↗Proceedings of the Tenth Conference on Machine Translation · no summary yetSenyu Li et al.2025 · 2 citations
35. Indexing Spoken Documents with Hierarchical Semantic Structures: Semantic Tree-to-string Alignment Models ↗Proceedings of 5th International Joint Conference on Natural Language Processing · no summary yetXiaodan Zhu, Colin Cherry, Gerald Penn2011 · 2 citations

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