---
title: "Jacob Eisenstein — all works — Elamur Research"
description: "All 46 works of Jacob Eisenstein in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/jacob-eisenstein/works/"
---
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# Jacob Eisenstein — all works

46 works · [← Jacob Eisenstein](https://md.research.elamur.ai/free/en/authors/jacob-eisenstein/)

1. **[Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments](https://md.research.elamur.ai/free/en/papers/gimpel-2011-part-speech-tagging-twitter-annotation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kevin Gimpel, Nathan Schneider, Brendan O'Connor, et al.*2011 · 769 citations*
2. **[Explainable Prediction of Medical Codes from Clinical Text](https://md.research.elamur.ai/free/en/papers/mullenbach-2018-explainable-prediction-medical-codes-clinical/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**James Mullenbach, Sarah Wiegreffe, Jon Duke, et al.*2018 · 720 citations*
3. **[Sparse, Dense, and Attentional Representations for Text Retrieval](https://md.research.elamur.ai/free/en/papers/luan-2021-sparse-dense-attentional-representations-text/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Yi Luan, Jacob Eisenstein, Kristina Toutanova, et al.*2021 · 503 citations*
4. **[What to do about bad language on the internet](https://md.research.elamur.ai/free/en/papers/eisenstein-2013-what-do-about-bad-language/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Jacob Eisenstein*2013 · 472 citations*
5. **[Time-Aware Language Models as Temporal Knowledge Bases](https://md.research.elamur.ai/free/en/papers/dhingra-2022-time-aware-language-models-as/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, et al.*2022 · 349 citations*
6. **[Representation Learning for Text-level Discourse Parsing](https://md.research.elamur.ai/free/en/papers/ji-2014-representation-learning-text-level-discourse/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yangfeng Ji, Jacob Eisenstein*2014 · 346 citations*
7. **[Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond ↗](https://arxiv.org/abs/2109.00725) arXiv:2109.00725 · no summary yet**Amir Feder et al.*2021 · 309 citations*
8. **[Bayesian Unsupervised Topic Segmentation](https://md.research.elamur.ai/free/en/papers/eisenstein-2008-bayesian-unsupervised-topic-segmentation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jacob Eisenstein, Regina Barzilay*2008 · 298 citations*
9. **[Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling](https://md.research.elamur.ai/free/en/papers/han-2019-unsupervised-domain-adaptation-contextualized-embeddings/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xiaochuang Han, Jacob Eisenstein*2019 · 241 citations*
10. **[Mimicking Word Embeddings using Subword RNNs ↗](https://aclanthology.org/D17-1010/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yuval Pinter, Robert Guthrie, Jacob Eisenstein*2017 · 238 citations*
11. **[Better Document-level Sentiment Analysis from RST Discourse Parsing](https://md.research.elamur.ai/free/en/papers/bhatia-2015-better-document-level-sentiment-analysis/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein*2015 · 235 citations*
12. **[One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations](https://md.research.elamur.ai/free/en/papers/ji-2015-one-vector-is-not-enough/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Yangfeng Ji, Jacob Eisenstein*2015 · 198 citations*
13. **[Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation](https://md.research.elamur.ai/free/en/papers/karpukhin-2019-training-synthetic-noise-improves-robustness/) [Workshop on Noisy User-generated Text](https://md.research.elamur.ai/free/en/venues/wnut/)**Vladimir Karpukhin, Omer Levy, Jacob Eisenstein, et al.*2019 · 160 citations*
14. **[AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.529/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yong Cheng et al.*2020 · 147 citations*
15. [**Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models arXiv:2212.08037**Bernd Bohnet, Vinh Q. Tran, Pat Verga, et al.*2022 · 138 citations*](https://md.research.elamur.ai/free/en/papers/bohnet-2022-attributed-question-answering-evaluation-modeling/)
16. **[A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models](https://md.research.elamur.ai/free/en/papers/ji-2016-latent-variable-recurrent-neural-network/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein*2016 · 121 citations*
17. **[Overcoming Language Variation in Sentiment Analysis with Social Attention](https://md.research.elamur.ai/free/en/papers/yang-2017-overcoming-language-variation-sentiment-analysis/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Yi Yang, Jacob Eisenstein*2017 · 119 citations*
18. **[Confounds and Consequences in Geotagged Twitter Data ↗](https://aclanthology.org/D15-1256/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Umashanthi Pavalanathan, Jacob Eisenstein*2015 · 119 citations*
19. **[A Latent Variable Model for Geographic Lexical Variation](https://md.research.elamur.ai/free/en/papers/eisenstein-2010-latent-variable-model-geographic-lexical/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jacob Eisenstein, Brendan O'Connor, Noah A. Smith, et al.*2010 · 110 citations*
20. **[Unsupervised Multilingual Learning for POS Tagging ↗](https://aclanthology.org/D08-1109/) Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing · no summary yet**Benjamin Snyder et al.*2008 · 101 citations*
21. **[Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning ↗](https://arxiv.org/abs/2410.08146) arXiv:2410.08146 · no summary yet**Amrith Setlur et al.*2024 · 93 citations*
22. **[Selectively Answering Ambiguous Questions](https://md.research.elamur.ai/free/en/papers/cole-2023-selectively-answering-ambiguous-questions/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jeremy Cole, Michael Zhang, Daniel Gillick, et al.*2023 · 84 citations*
23. **[Learning Document-Level Semantic Properties from Free-Text Annotations ↗](https://aclanthology.org/P08-1031/) Proceedings of ACL-08: HLT · no summary yet**S.R.K. Branavan et al.*2008 · 81 citations*
24. **[Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches ↗](https://doi.org/10.1613/jair.2843) Journal of Artificial Intelligence Research · no summary yet**Tahira Naseem et al.*2009 · 79 citations*
25. **[The MultiBERTs: BERT Reproductions for Robustness Analysis ↗](https://arxiv.org/abs/2106.16163) arXiv:2106.16163 · no summary yet**Thibault Sellam et al.*2021 · 57 citations*
26. **[“You're Mr. Lebowski, I'm the Dude”: Inducing Address Term Formality in Signed Social Networks ↗](https://aclanthology.org/N15-1185/) Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Vinodh Krishnan, Jacob Eisenstein*2015 · 51 citations*
27. **[Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations](https://md.research.elamur.ai/free/en/papers/ji-2015-closing-gap-domain-adaptation-explicit/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yangfeng Ji, Gongbo Zhang, Jacob Eisenstein*2015 · 46 citations*
28. [**Part-of-Speech Tagging for Historical English**Yi Yang, Jacob Eisenstein*English · 45 citations*](https://md.research.elamur.ai/free/en/papers/yang-2016-part-speech-tagging-historical-english/)
29. **[The Referential Reader: A Recurrent Entity Network for Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/liu-2019-referential-reader-recurrent-entity-network/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fei Liu, Luke Zettlemoyer, Jacob Eisenstein*2019 · 31 citations*
30. **[A Kernel Independence Test for Geographical Language Variation ↗](https://aclanthology.org/J17-3003/) Computational Linguistics · no summary yet**Dong Nguyen, Jacob Eisenstein*2017 · 27 citations*
31. **[Gesture Improves Coreference Resolution](https://md.research.elamur.ai/free/en/papers/eisenstein-2006-gesture-improves-coreference-resolution/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Jacob Eisenstein, Randall Davis*2006 · 24 citations*
32. **[Reading to Learn: Constructing Features from Semantic Abstracts ↗](https://aclanthology.org/D09-1100/) Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jacob Eisenstein et al.*2009 · 20 citations*
33. **[Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment ↗](https://aclanthology.org/2024.emnlp-main.79/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Zhaofeng Wu et al.*2024 · 17 citations*
34. **[Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: a Bayesian Non-Parametric Approach ↗](https://aclanthology.org/N09-1010/) Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics · no summary yet**Benjamin Snyder et al.*2009 · 17 citations*
35. **[Gesture in automatic discourse processing ↗](https://openalex.org/W2129112623) no summary yet**Regina Barzilay, Randall Davis, Jacob Eisenstein*2008 · 9 citations*
36. **[Turning lectures into comic books using linguistically salient gestures ↗](https://openalex.org/W2131267764) no summary yet**Jacob Eisenstein, Regina Barzilay, Randall Davis*2007 · 9 citations*
37. **[Gestural Cohesion for Topic Segmentation ↗](https://aclanthology.org/P08-1097/) Proceedings of ACL-08: HLT · no summary yet**Jacob Eisenstein, Regina Barzilay, Randall Davis*2008 · 8 citations*
38. **[Characterizing Collective Attention via Descriptor Context: A Case Study of Public Discussions of Crisis Events ↗](https://doi.org/10.1609/icwsm.v14i1.7331) Proceedings of the International AAAI Conference on Web and Social Media · no summary yet**Ian Stewart, Diyi Yang, Jacob Eisenstein*2020 · 7 citations*
39. **[Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models](https://md.research.elamur.ai/free/en/papers/srirag-2025-predicting-target-word-game-playing/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Dipankar Srirag, Aditya Joshi, Jacob Eisenstein*2025 · 4 citations*
40. **[Tuiteamos o pongamos un tuit? Investigating the Social Constraints of Loanword Integration in Spanish Social Media ↗](https://aclanthology.org/2021.scil-1.26/) Proceedings of the Society for Computation in Linguistics 2021 · no summary yet**Ian Stewart, Diyi Yang, Jacob Eisenstein*2021 · 3 citations*
41. **[Modeling gesture salience as a hidden variable for coreference resolution and keyframe extraction ↗](https://openalex.org/W7097563479) no summary yet**Jacob Eisenstein, Regina Barzilay, Randall Davis*2010 · 2 citations*
42. **[MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games ↗](https://arxiv.org/abs/2602.24188) arXiv:2602.24188 · no summary yet**Jacob Eisenstein et al.*2026 · 1 citation*
43. **[Adding more languages improves unsupervised multilingual tagging ↗](https://openalex.org/W7095706507) no summary yet**Benjamin Snyder et al.*2009 · 1 citation*
44. **[Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches ↗](https://openalex.org/W7095160972) no summary yet**Citable Link et al.*2014*
45. **[2009b. Adding more languages improves unsupervised multilingual part-of-speech tagging: A Bayesian non-parametric approach ↗](https://openalex.org/W7097022209) no summary yet**Benjamin Snyder et al.*2013*
46. **[Multilingual part-ofspeech tagging: two unsupervised approaches ↗](https://openalex.org/W7098106611) no summary yet**Tahira Naseem et al.*2010*