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Graham Neubig — all works

641 works · page 1 of 7 · 1–100 · ← Graham Neubig

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  1. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingACM Computing SurveysPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.2021 · 5,423 citations
  2. How Can We Know What Language Models Know?Transactions of the Association for Computational Linguistics (TACL)Zhengbao Jiang, Frank F. Xu, Jun Araki, et al.2020 · 1,521 citations
  3. Active Retrieval Augmented GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Zhengbao Jiang, Frank Xu, Luyu Gao, et al.2023 · 872 citations
  4. BARTScore: Evaluating Generated Text as Text GenerationarXiv:2106.11520Weizhe Yuan, Graham Neubig, Pengfei Liu2021 · 815 citations
  5. A Syntactic Neural Model for General-Purpose Code GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Pengcheng Yin, Graham Neubig2017 · 788 citations
  6. XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation ↗International Conference on Machine Learning · no summary yetJunjie Hu et al.2020 · 726 citations
  7. PAL: Program-aided Language Models ↗arXiv:2211.10435 · no summary yetLuyu Gao et al.2022 · 694 citations
  8. TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataAnnual Meeting of the Association for Computational Linguistics (ACL)Pengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 692 citations
  9. Towards a Unified View of Parameter-Efficient Transfer LearningarXiv:2110.04366Junxian He, Chunting Zhou, Xuezhe Ma, et al.2021 · 619 citations
  10. XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationarXiv:2003.11080Junjie Hu, Sebastian Ruder, Aditya Siddhant, et al.2020 · 558 citations
  11. DyNet: The Dynamic Neural Network ToolkitarXiv:1701.03980Graham Neubig, Chris Dyer, Yoav Goldberg, et al.2017 · 489 citations
  12. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 474 citations
  13. Competence-based Curriculum Learning 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 yetEmmanouil Antonios Platanios et al.2019 · 447 citations
  14. Are Sixteen Heads Really Better than One?arXiv:1905.10650Paul Michel, Omer Levy, Graham Neubig2019 · 435 citations
  15. WebArena: A Realistic Web Environment for Building Autonomous AgentsarXiv:2307.13854Shuyan Zhou, Frank F. Xu, Hao Zhu, et al.2023 · 432 citations
  16. MasakhaNER: Named Entity Recognition for African LanguagesTransactions of the Association for Computational Linguistics (TACL)David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 431 citations
  17. Weight Poisoning Attacks on Pretrained ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Keita Kurita, Paul Michel, Graham Neubig2020 · 416 citations
  18. Pointwise Prediction for Robust, Adaptable Japanese Morphological AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Graham Neubig, Yosuke Nakata, Shinsuke Mori2011 · 370 citations
  19. How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering ↗Transactions of the Association for Computational Linguistics · no summary yetZhengbao Jiang et al.2021 · 369 citations
  20. BRIO: Bringing Order to Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Liu, Pengfei Liu, Dragomir Radev, et al.2022 · 360 citations
  21. Word Alignment by Fine-tuning Embeddings on Parallel Corpora ↗EACL 2021 (online) · no summary yetZi-Yi Dou, Graham Neubig2021 · 337 citations
  22. Rapid Adaptation of Neural Machine Translation to New LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Graham Neubig, Junjie Hu2018 · 330 citations
  23. Controlling Output Length in Neural Encoder-DecodersConference on Empirical Methods in Natural Language Processing (EMNLP)Yuta Kikuchi, Graham Neubig, Ryohei Sasano, et al.2016 · 324 citations
  24. GSum: A General Framework for Guided Neural Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, et al.2021 · 322 citations
  25. Learning to Generate Pseudo-Code from Source Code Using Statistical Machine Translation ↗ASE 2015 · no summary yetYusuke Oda et al.2015 · 310 citations
  26. Learning to Mine Aligned Code and Natural Language Pairs from Stack OverflowarXiv:1805.08949Pengcheng Yin, Bowen Deng, Edgar Chen, et al.2018 · 308 citations
  27. Incorporating Discrete Translation Lexicons into Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Philip Arthur, Graham Neubig, Satoshi Nakamura2016 · 302 citations
  28. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Xinyi Wang, Hieu Pham, Zihang Dai, et al.2018 · 290 citations
  29. Learning to Translate in Real-time with Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Jiatao Gu, Graham Neubig, Kyunghyun Cho, et al.2017 · 289 citations
  30. Stress Test Evaluation for Natural Language Inference ↗Proceedings of the 27th International Conference on Computational Linguistics · no summary yetAakanksha Naik et al.2018 · 285 citations
  31. XTREME-R: Towards More Challenging and Nuanced Multilingual EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Sebastian Ruder, Noah Constant, Jan Botha, et al.2021 · 281 citations
  32. TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetPengcheng Yin, Graham Neubig2018 · 274 citations
  33. Re-evaluating Evaluation in Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, et al.2020 · 259 citations
  34. Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Jiateng Xie, Zhilin Yang, Graham Neubig, et al.2018 · 249 citations
  35. Lagging Inference Networks and Posterior Collapse in Variational Autoencoders ↗arXiv (Cornell University) · no summary yetJunxian He et al.2019 · 246 citations
  36. Politeness Transfer: A Tag and Generate ApproachAnnual Meeting of the Association for Computational Linguistics (ACL)Aman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 235 citations
  37. Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language ModelsarXiv:2405.01535Seungone Kim, Juyoung Suk, Shayne Longpre, et al.2024 · 234 citations
  38. Learning to Deceive with Attention-Based ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, et al.2020 · 233 citations
  39. Detecting Hallucinated Content in Conditional Neural Sequence GenerationFindings of the Association for Computational LinguisticsChunting Zhou, Graham Neubig, Jiatao Gu, et al.2021 · 232 citations
  40. MTNT: A Testbed for Machine Translation of Noisy TextConference on Empirical Methods in Natural Language Processing (EMNLP)Paul Michel, Graham Neubig2018 · 227 citations
  41. Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityAnnual Meeting of the Association for Computational Linguistics (ACL)John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, et al.2019 · 223 citations
  42. FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative FlowConference on Empirical Methods in Natural Language Processing (EMNLP)Xuezhe Ma, Chunting Zhou, Xian Li, et al.2019 · 218 citations
  43. Systematic Inequalities in Language Technology Performance across the World's LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Damian Blasi, Antonios Anastasopoulos, Graham Neubig2022 · 216 citations
  44. Language Models of Code are Few-Shot Commonsense Learners ↗arXiv:2210.07128 · no summary yetAman Madaan et al.2022 · 212 citations
  45. Contextual Parameter Generation for Universal Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, et al.2018 · 206 citations
  46. Stack-Pointer Networks for Dependency Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXuezhe Ma et al.2018 · 201 citations
  47. Cross-Lingual Word Embeddings for Low-Resource Language Modeling ↗Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers · no summary yetOliver Adams et al.2017 · 190 citations
  48. compare-mt: A Tool for Holistic Comparison of Language Generation SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Graham Neubig, Zi-Yi Dou, Junjie Hu, et al.2019 · 188 citations
  49. Guiding Neural Machine Translation with Retrieved Translation PiecesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jingyi Zhang, Masao Utiyama, Eiichro Sumita, et al.2018 · 188 citations
  50. Learning Language Representations for Typology PredictionConference on Empirical Methods in Natural Language Processing (EMNLP)Chaitanya Malaviya, Graham Neubig, Patrick Littell2017 · 187 citations
  51. VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Jing Yu Koh, Robert Lo, Lawrence Jang, et al.2024 · 184 citations
  52. Self-Attentional Acoustic Models ↗Interspeech (USB) · no summary yetMatthias Sperber et al.2018 · 182 citations
  53. Morphological Inflection Generation Using Character Sequence to Sequence Learning ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetManaal Faruqui et al.2016 · 181 citations
  54. Generalized Data Augmentation for Low-Resource TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, et al.2019 · 179 citations
  55. In-IDE Code Generation from Natural Language: Promise and Challenges ↗ACM Transactions on Software Engineering and Methodology · no summary yetFrank F. Xu, Bogdan Vasilescu, Graham Neubig2022 · 166 citations
  56. Can We Automate Scientific Reviewing? ↗arXiv:2102.00176 · no summary yetWeizhe Yuan, Pengfei Liu, Graham Neubig2021 · 165 citations
  57. Stronger Baselines for Trustable Results in Neural Machine TranslationWorkshop on Neural Machine TranslationMichael Denkowski, Graham Neubig2017 · 165 citations
  58. Parameter Sharing Methods for Multilingual Self-Attentional Translation Models ↗Proceedings of the Third Conference on Machine Translation: Research Papers · no summary yetDevendra Sachan, Graham Neubig2018 · 164 citations
  59. On Evaluation of Adversarial Perturbations for Sequence-to-Sequence ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Paul Michel, Xian Li, Graham Neubig, et al.2019 · 162 citations
  60. Adaptation Data Selection using Neural Language Models: Experiments in Machine Translation ↗Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetKevin Duh et al.2013 · 162 citations
  61. Extreme Adaptation for Personalized Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Michel, Graham Neubig2018 · 161 citations
  62. FacTool: Factuality Detection in Generative AI — A Tool Augmented Framework for Multi-Task and Multi-Domain ScenariosarXiv:2307.13528I-Chun Chern, Steffi Chern, Shiqi Chen, et al.2023 · 160 citations
  63. Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding SpacesAnnual Meeting of the Association for Computational Linguistics (ACL)Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, et al.2019 · 159 citations
  64. The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation EvaluationConference on Machine Translation (WMT)Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, et al.2023 · 158 citations
  65. Evaluating Text-to-Visual Generation with Image-to-Text Generation ↗Lecture notes in computer science · no summary yetZhiqiu Lin et al.2024 · 157 citations
  66. ChatGPT MT: Competitive for High- (but Not Low-) Resource LanguagesConference on Machine Translation (WMT)Nathaniel Robinson, Perez Ogayo, David R. Mortensen, et al.2023 · 153 citations
  67. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 151 citations
  68. Universal Phone Recognition with a Multilingual Allophone System ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetXinjian Li et al.2020 · 147 citations
  69. Quality-Aware Decoding for Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Patrick Fernandes, António Farinhas, Ricardo Rei, et al.2022 · 146 citations
  70. Neural Machine Translation and Sequence-to-sequence Models: A Tutorial ↗arXiv (Cornell University) · no summary yetGraham Neubig2017 · 141 citations
  71. Do LLMs Exhibit Human-like Response Biases? A Case Study in Survey DesignTransactions of the Association for Computational Linguistics (TACL)Lindia Tjuatja, Valerie Chen, Tongshuang Wu, et al.2024 · 140 citations
  72. SOTOPIA: Interactive Evaluation for Social Intelligence in Language AgentsarXiv:2310.11667Xuhui Zhou, Hao Zhu, Leena Mathur, et al.2023 · 138 citations
  73. Balancing Training for Multilingual Neural Machine Translation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetXinyi Wang, Yulia Tsvetkov, Graham Neubig2020 · 137 citations
  74. Pushing the Limits of Low-Resource Morphological InflectionConference on Empirical Methods in Natural Language Processing (EMNLP)Antonios Anastasopoulos, Graham Neubig2019 · 137 citations
  75. A Probabilistic Formulation of Unsupervised Text Style Transfer ↗arXiv:2002.03912 · no summary yetJunxian He et al.2020 · 136 citations
  76. Efficient Nearest Neighbor Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick2021 · 130 citations
  77. Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation ↗Transactions of the Association for Computational Linguistics · no summary yetMatthias Sperber et al.2019 · 129 citations
  78. Understanding Knowledge Distillation in Non-autoregressive Machine Translation ↗arXiv (Cornell University) · no summary yetChunting Zhou, Graham Neubig, Jiatao Gu2019 · 128 citations
  79. Optimizing Segmentation Strategies for Simultaneous Speech Translation ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetYusuke Oda et al.2014 · 127 citations
  80. CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetShuyan Zhou et al.2023 · 126 citations
  81. A Systematic Evaluation of Large Language Models of Code ↗arXiv:2202.13169 · no summary yetFrank F. Xu et al.2022 · 125 citations
  82. MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ↗arXiv:2409.02813 · no summary yetXiang Yue et al.2024 · 123 citations
  83. Retrieval-Based Neural Code Generation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetShirley Anugrah Hayati et al.2018 · 122 citations
  84. StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetPengcheng Yin et al.2018 · 122 citations
  85. Demystifying Long Chain-of-Thought Reasoning in LLMsarXiv:2502.03373Edward Yeo, Yuxuan Tong, Morry Niu, et al.2025 · 119 citations
  86. Testing the Ability of Language Models to Interpret Figurative LanguageConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Emmy Liu, Chenxuan Cui, Kenneth Zheng, et al.2022 · 114 citations
  87. Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?Transactions of the Association for Computational Linguistics (TACL)Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, et al.2022 · 113 citations
  88. An Unsupervised Model for Joint Phrase Alignment and Extraction ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetGraham Neubig et al.2011 · 112 citations
  89. Large Language Models Enable Few-Shot ClusteringTransactions of the Association for Computational Linguistics (TACL)Vijay Viswanathan, Kiril Gashteovski, Carolin Lawrence, et al.2024 · 111 citations
  90. Unlimiformer: Long-Range Transformers with Unlimited Length Input ↗arXiv:2305.01625 · no summary yetAmanda Bertsch et al.2023 · 111 citations
  91. Domain Adaptation of Neural Machine Translation by Lexicon Induction ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetJunjie Hu et al.2019 · 109 citations
  92. X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetZhengbao Jiang et al.2020 · 108 citations
  93. Improving Robustness of Machine Translation with Synthetic Noise ↗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 yetVaibhav et al.2019 · 106 citations
  94. Mega: Moving Average Equipped Gated Attention ↗arXiv (Cornell University) · no summary yetXuezhe Ma et al.2022 · 103 citations
  95. DIRE: A Neural Approach to Decompiled Identifier Naming ↗IEEE/ACM International Conference on Automated Software Engineering (ASE) · no summary yetJeremy Lacomis et al.2019 · 102 citations
  96. Fine-grained Hallucination Detection and Editing for Language ModelsarXiv:2401.06855Abhika Mishra, Akari Asai, Vidhisha Balachandran, et al.2024 · 100 citations
  97. Neural Lattice-to-Sequence Models for Uncertain Inputs ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetMatthias Sperber et al.2017 · 99 citations
  98. NusaCrowd: Open Source Initiative for Indonesian NLP Resources ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetSamuel Cahyawijaya et al.2023 · 95 citations
  99. Controllable Invariance through Adversarial Feature Learning ↗arXiv (Cornell University) · no summary yetQizhe Xie et al.2017 · 95 citations
  100. Measuring and Increasing Context Usage in Context-Aware Machine Translation ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetPatrick Fernandes et al.2021 · 94 citations

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