🧑‍🔬 Yulia Tsvetkov — all works

68 works · ← Yulia Tsvetkov

1. Measuring Bias in Contextualized Word RepresentationsWorkshop on Gender Bias in Natural Language ProcessingKeita Kurita, Nidhi Vyas, Ayush Pareek, et al.2019 · 590 citations
2. Style Transfer Through Back-TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 558 citations
3. SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionarXiv:2108.10904Zirui Wang, Jiahui Yu, Adams Wei Yu, et al.2021 · 481 citations
4. Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality MetricsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Artidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov2021 · 420 citations
5. Massively Multilingual Word EmbeddingsarXiv:1602.01925Waleed Ammar, George Mulcaire, Yulia Tsvetkov, et al.2016 · 404 citations
6. Metaphor Detection with Cross-Lingual Model TransferAnnual Meeting of the Association for Computational Linguistics (ACL)Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman, et al.2014 · 371 citations
7. Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Thomas Manzini, Lim Yao Chong, Alan W Black, et al.2019 · 334 citations
8. Problems With Evaluation of Word Embeddings Using Word Similarity TasksWorkshop on Evaluating Vector Space Representations for NLPManaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi, et al.2016 · 334 citations
9. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Shangbin Feng, Chan Young Park, Yuhan Liu, et al.2023 · 311 citations
10. Trusting Your Evidence: Hallucinate Less with Context-aware DecodingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Weijia Shi, Xiaochuang Han, Mike Lewis, et al.2024 · 249 citations
11. Sparse Overcomplete Word Vector RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Manaal Faruqui, Yulia Tsvetkov, Dani Yogatama, et al.2015 · 228 citations
12. Evaluation of Word Vector Representations by Subspace Alignment ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetYulia Tsvetkov et al.2015 · 209 citations
13. Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political StrategiesConference on Empirical Methods in Natural Language Processing (EMNLP)Anjalie Field, Doron Kliger, Shuly Wintner, et al.2018 · 195 citations
14. Finding Microaggressions in the Wild: A Case for Locating Elusive Phenomena in Social Media PostsConference on Empirical Methods in Natural Language Processing (EMNLP)Luke Breitfeller, Emily Ahn, David Jurgens, et al.2019 · 189 citations
15. Explaining Black Box Predictions and Unveiling Data Artifacts through Influence FunctionsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaochuang Han, Byron C. Wallace, Yulia Tsvetkov2020 · 187 citations
16. 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
17. Do All Languages Cost the Same? Tokenization in the Era of Commercial Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Orevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.2023 · 174 citations
18. Not All Contexts Are Created Equal: Better Word Representations with Variable Attention ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetWang Ling et al.2015 · 166 citations
19. On Negative Interference in Multilingual Models: Findings and A Meta-Learning TreatmentConference on Empirical Methods in Natural Language Processing (EMNLP)Zirui Wang, Zachary C. Lipton, Yulia Tsvetkov2020 · 162 citations
20. 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
21. A Survey of Race, Racism, and Anti-Racism in NLP ↗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 yetAnjalie Field et al.2021 · 136 citations
22. Incorporating Dialectal Variability for Socially Equitable Language Identification ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetDavid Jurgens, Yulia Tsvetkov, Dan Jurafsky2017 · 127 citations
23. Can Language Models Solve Graph Problems in Natural Language? ↗arXiv:2305.10037 · no summary yetHeng Wang et al.2023 · 124 citations
24. Fine-grained Hallucination Detection and Editing for Language ModelsarXiv:2401.06855Abhika Mishra, Akari Asai, Vidhisha Balachandran, et al.2024 · 100 citations
25. Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYulia Tsvetkov et al.2016 · 97 citations
26. Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYulia Tsvetkov et al.2016 · 94 citations
27. Fortifying Toxic Speech Detectors Against Veiled Toxicity ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetXiaochuang Han, Yulia Tsvetkov2020 · 91 citations
28. Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable SurveyConference of the European Chapter of the Association for Computational Linguistics (EACL)Sachin Kumar, Vidhisha Balachandran, Lucille Njoo, et al.2023 · 90 citations
29. RtGender: A Corpus for Studying Differential Responses to Gender ↗Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) · no summary yetRob Voigt et al.2018 · 88 citations
30. Do Membership Inference Attacks Work on Large Language Models?arXiv:2402.07841Michael Duan, Anshuman Suri, Niloofar Mireshghallah, et al.2024 · 87 citations
31. BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual TransferConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Sneha Kudugunta, Xinyan Yu, et al.2024 · 86 citations
32. Tuning Language Models by Proxy ↗arXiv:2401.08565 · no summary yetAlisa Liu et al.2024 · 79 citations
33. DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetHerun Wan et al.2024 · 79 citations
34. SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetAbe Hou et al.2024 · 77 citations
35. Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief TrackerAnnual Meeting of the Association for Computational Linguistics (ACL)Melanie Sclar, Sachin Kumar, Peter West, et al.2023 · 76 citations
36. MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical ReasoningConference on Neural Information Processing Systems (NeurIPS)Shuyue Stella Li, Vidhisha Balachandran, Shangbin Feng, et al.2024 · 74 citations
37. Modular Pluralism: Pluralistic Alignment via Multi-LLM CollaborationConference on Empirical Methods in Natural Language Processing (EMNLP)Shangbin Feng, Taylor Sorensen, Yuhan Liu, et al.2024 · 68 citations
38. Augmenting English Adjective Senses with SupersensesLanguage Resources and Evaluation Conference (LREC)Yulia Tsvetkov, Nathan Schneider, Dirk Hovy, et al.2014 · 57 citations
39. The Art of Saying No: Contextual Noncompliance in Language ModelsConference on Neural Information Processing Systems (NeurIPS)Faeze Brahman, Sachin Kumar, Vidhisha Balachandran, et al.2024 · 56 citations
40. Spurious Rewards: Rethinking Training Signals in RLVR ↗arXiv:2506.10947 · no summary yetRulin Shao et al.2025 · 53 citations
41. Native Language Cognate Effects on Second Language Lexical ChoiceTransactions of the Association for Computational Linguistics (TACL)Ella Rabinovich, Yulia Tsvetkov, Shuly Wintner2018 · 52 citations
42. Resolving Knowledge Conflicts in Large Language ModelsarXiv:2310.00935Yike Wang, Shangbin Feng, Heng Wang, et al.2023 · 48 citations
43. On the Blind Spots of Model-Based Evaluation Metrics for Text Generation ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetTianxing He et al.2023 · 46 citations
44. Efficient Test Time Adapter Ensembling for Low-resource Language Varieties ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetXinyi Wang et al.2021 · 45 citations
45. Investigating machine moral judgement through the Delphi experiment ↗Nature Machine Intelligence · no summary yetLiwei Jiang et al.2025 · 44 citations
46. CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-TeamingAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Ying Chiu, Liwei Jiang, Bill Yuchen Lin, et al.2025 · 38 citations
47. Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language ModelsarXiv:2305.09955Shangbin Feng, Weijia Shi, Yuyang Bai, et al.2023 · 35 citations
48. Toward Human Readable Prompt Tuning: Kubrick's The Shining is a good movie, and a good prompt too? ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetWeijia Shi et al.2023 · 32 citations
49. Writer Profiling Without the Writer’s Text ↗Lecture notes in computer science · no summary yetDavid Jurgens, Yulia Tsvetkov, Dan Jurafsky2017 · 31 citations
50. Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated TasksConference of the European Chapter of the Association for Computational Linguistics (EACL)Jimin Sun, Hwijeen Ahn, Chan Young Park, et al.2021 · 28 citations
51. Biased LLMs can Influence Political Decision-MakingAnnual Meeting of the Association for Computational Linguistics (ACL)Jillian Fisher, Shangbin Feng, Robert Aron, et al.2025 · 20 citations
52. MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based TokenizationConference on Neural Information Processing Systems (NeurIPS)Orevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.2024 · 19 citations
53. GlobalBench: A Benchmark for Global Progress in Natural Language Processing ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetYueqi Song et al.2023 · 19 citations
54. Evaluating the Morphosyntactic Well-formedness of Generated Texts ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetAdithya Pratapa et al.2021 · 12 citations
55. Simple and Efficient ways to Improve REALM ↗Proceedings of the 3rd Workshop on Machine Reading for Question Answering · no summary yetVidhisha Balachandran et al.2021 · 9 citations
56. Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems ↗neural information processing systems · no summary yetShangbin Feng et al.2025 · 7 citations
57. Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers) · no summary yetRoy Xie et al.2024 · 7 citations
58. Style Transfer Through Multilingual and Feedback-Based Back-Translation ↗arXiv:1809.06284 · no summary yetShrimai Prabhumoye et al.2018 · 4 citations
59. MoCo: A One-Stop Shop for Model Collaboration Research ↗arXiv (Cornell University) · no summary yetShangbin Feng et al.2026 · 3 citations
60. Precise Information Control in Long-Form Text Generation ↗neural information processing systems · no summary yetJacqueline He et al.2025 · 3 citations
61. Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Ziyuan Yang, Wenxuan Ding, Shangbin Feng, et al.2026 · 1 citation
62. Verifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts ↗arXiv (Cornell University) · no summary yetShuyue Stella Li et al.2026 · 1 citation
63. Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs ↗Proceedings of the 1st Workshop on Multilingual Representation Learning · no summary yetMonisha Jegadeesan et al.2021 · 1 citation
64. Scaling Participation in Modular AI Systems ↗arXiv (Cornell University) · no summary yetShangbin Feng et al.2026
65. IDIOLEX: Unified and Continuous Representations for Idiolectal and Stylistic Variation ↗arXiv (Cornell University) · no summary yetAnjali Kantharuban et al.2026
66. ExploreNet: Learning Where to Explore in Diffusion GRPO ↗arXiv (Cornell University) · no summary yetShuyue Stella Li et al.2026
67. HorizonBench: Long-Horizon Personalization with Evolving Preferences ↗arXiv (Cornell University) · no summary yetShuyue Stella Li et al.2026
68. Generalizable LLM Learning of Graph Synthetic Data with Post-training Alignment ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetYizhuo Zhang et al.2026

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