🧑‍🔬 Jacob Eisenstein — all works

46 works · ← Jacob Eisenstein

1. Part-of-Speech Tagging for Twitter: Annotation, Features, and ExperimentsAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Gimpel, Nathan Schneider, Brendan O'Connor, et al.2011 · 769 citations
2. Explainable Prediction of Medical Codes from Clinical TextConference of the North American Chapter of the Association for Computational Linguistics (NAACL)James Mullenbach, Sarah Wiegreffe, Jon Duke, et al.2018 · 720 citations
3. Sparse, Dense, and Attentional Representations for Text RetrievalTransactions of the Association for Computational Linguistics (TACL)Yi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 503 citations
4. What to do about bad language on the internetConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jacob Eisenstein2013 · 472 citations
5. Time-Aware Language Models as Temporal Knowledge BasesTransactions of the Association for Computational Linguistics (TACL)Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, et al.2022 · 349 citations
6. Representation Learning for Text-level Discourse ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Yangfeng Ji, Jacob Eisenstein2014 · 346 citations
7. Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond ↗arXiv:2109.00725 · no summary yetAmir Feder et al.2021 · 309 citations
8. Bayesian Unsupervised Topic SegmentationConference on Empirical Methods in Natural Language Processing (EMNLP)Jacob Eisenstein, Regina Barzilay2008 · 298 citations
9. Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence LabelingConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaochuang Han, Jacob Eisenstein2019 · 241 citations
10. Mimicking Word Embeddings using Subword RNNs ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetYuval Pinter, Robert Guthrie, Jacob Eisenstein2017 · 238 citations
11. Better Document-level Sentiment Analysis from RST Discourse ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein2015 · 235 citations
12. One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse RelationsTransactions of the Association for Computational Linguistics (TACL)Yangfeng Ji, Jacob Eisenstein2015 · 198 citations
13. Training on Synthetic Noise Improves Robustness to Natural Noise in Machine TranslationWorkshop on Noisy User-generated TextVladimir Karpukhin, Omer Levy, Jacob Eisenstein, et al.2019 · 160 citations
14. AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYong Cheng et al.2020 · 147 citations
15. Attributed Question Answering: Evaluation and Modeling for Attributed Large Language ModelsarXiv:2212.08037Bernd Bohnet, Vinh Q. Tran, Pat Verga, et al.2022 · 138 citations
16. A Latent Variable Recurrent Neural Network for Discourse-Driven Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein2016 · 121 citations
17. Overcoming Language Variation in Sentiment Analysis with Social AttentionTransactions of the Association for Computational Linguistics (TACL)Yi Yang, Jacob Eisenstein2017 · 119 citations
18. Confounds and Consequences in Geotagged Twitter Data ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetUmashanthi Pavalanathan, Jacob Eisenstein2015 · 119 citations
19. A Latent Variable Model for Geographic Lexical VariationConference on Empirical Methods in Natural Language Processing (EMNLP)Jacob Eisenstein, Brendan O'Connor, Noah A. Smith, et al.2010 · 110 citations
20. Unsupervised Multilingual Learning for POS Tagging ↗Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing · no summary yetBenjamin Snyder et al.2008 · 101 citations
21. Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning ↗arXiv:2410.08146 · no summary yetAmrith Setlur et al.2024 · 93 citations
22. Selectively Answering Ambiguous QuestionsConference on Empirical Methods in Natural Language Processing (EMNLP)Jeremy Cole, Michael Zhang, Daniel Gillick, et al.2023 · 84 citations
23. Learning Document-Level Semantic Properties from Free-Text Annotations ↗Proceedings of ACL-08: HLT · no summary yetS.R.K. Branavan et al.2008 · 81 citations
24. Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches ↗Journal of Artificial Intelligence Research · no summary yetTahira Naseem et al.2009 · 79 citations
25. The MultiBERTs: BERT Reproductions for Robustness Analysis ↗arXiv:2106.16163 · no summary yetThibault Sellam et al.2021 · 57 citations
26. “You're Mr. Lebowski, I'm the Dude”: Inducing Address Term Formality in Signed Social Networks ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetVinodh Krishnan, Jacob Eisenstein2015 · 51 citations
27. Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse RelationsConference on Empirical Methods in Natural Language Processing (EMNLP)Yangfeng Ji, Gongbo Zhang, Jacob Eisenstein2015 · 46 citations
28. Part-of-Speech Tagging for Historical EnglishYi Yang, Jacob EisensteinEnglish · 45 citations
29. The Referential Reader: A Recurrent Entity Network for Anaphora ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Fei Liu, Luke Zettlemoyer, Jacob Eisenstein2019 · 31 citations
30. A Kernel Independence Test for Geographical Language Variation ↗Computational Linguistics · no summary yetDong Nguyen, Jacob Eisenstein2017 · 27 citations
31. Gesture Improves Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jacob Eisenstein, Randall Davis2006 · 24 citations
32. Reading to Learn: Constructing Features from Semantic Abstracts ↗Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing · no summary yetJacob Eisenstein et al.2009 · 20 citations
33. Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetZhaofeng Wu et al.2024 · 17 citations
34. Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: a Bayesian Non-Parametric Approach ↗Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics · no summary yetBenjamin Snyder et al.2009 · 17 citations
35. Gesture in automatic discourse processing ↗no summary yetRegina Barzilay, Randall Davis, Jacob Eisenstein2008 · 9 citations
36. Turning lectures into comic books using linguistically salient gestures ↗no summary yetJacob Eisenstein, Regina Barzilay, Randall Davis2007 · 9 citations
37. Gestural Cohesion for Topic Segmentation ↗Proceedings of ACL-08: HLT · no summary yetJacob Eisenstein, Regina Barzilay, Randall Davis2008 · 8 citations
38. Characterizing Collective Attention via Descriptor Context: A Case Study of Public Discussions of Crisis Events ↗Proceedings of the International AAAI Conference on Web and Social Media · no summary yetIan Stewart, Diyi Yang, Jacob Eisenstein2020 · 7 citations
39. Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dipankar Srirag, Aditya Joshi, Jacob Eisenstein2025 · 4 citations
40. Tuiteamos o pongamos un tuit? Investigating the Social Constraints of Loanword Integration in Spanish Social Media ↗Proceedings of the Society for Computation in Linguistics 2021 · no summary yetIan Stewart, Diyi Yang, Jacob Eisenstein2021 · 3 citations
41. Modeling gesture salience as a hidden variable for coreference resolution and keyframe extraction ↗no summary yetJacob Eisenstein, Regina Barzilay, Randall Davis2010 · 2 citations
42. MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games ↗arXiv:2602.24188 · no summary yetJacob Eisenstein et al.2026 · 1 citation
43. Adding more languages improves unsupervised multilingual tagging ↗no summary yetBenjamin Snyder et al.2009 · 1 citation
44. Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches ↗no summary yetCitable Link et al.2014
45. 2009b. Adding more languages improves unsupervised multilingual part-of-speech tagging: A Bayesian non-parametric approach ↗no summary yetBenjamin Snyder et al.2013
46. Multilingual part-ofspeech tagging: two unsupervised approaches ↗no summary yetTahira Naseem et al.2010

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