| 2025 | ICLR | Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning. | Amrith Setlur, Chirag Nagpal, Adam Fisch, Xinyang Geng, Jacob Eisenstein, Rishabh Agarwal, Alekh Agarwal, Jonathan Berant, Aviral Kumar |
| 2025 | ICML | InfAlign: Inference-aware language model alignment. | Ananth Balashankar, Ziteng Sun, Jonathan Berant, Jacob Eisenstein, Michael Collins, Adrian Hutter, Jong Lee, Chirag Nagpal, Flavien Prost, Aradhana Sinha, Ananda Theertha Suresh, Ahmad Beirami |
| 2025 | ICML | Theoretical guarantees on the best-of-n alignment policy. | Ahmad Beirami, Alekh Agarwal, Jonathan Berant, Alexander Nicholas D'Amour, Jacob Eisenstein, Chirag Nagpal, Ananda Theertha Suresh |
| 2025 | NAACL | Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models. | Dipankar Srirag, Aditya Joshi, Jacob Eisenstein |
| 2024 | EMNLP | Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment. | Zhaofeng Wu, Ananth Balashankar, Yoon Kim, Jacob Eisenstein, Ahmad Beirami |
| 2024 | ICML | Transforming and Combining Rewards for Aligning Large Language Models. | Zihao Wang, Chirag Nagpal, Jonathan Berant, Jacob Eisenstein, Alexander Nicholas D'Amour, Sanmi Koyejo, Victor Veitch |
| 2023 | ACL | Dialect-robust Evaluation of Generated Text. | Jiao Sun, Thibault Sellam, Elizabeth Clark, Tu Vu, Timothy Dozat, Dan Garrette, Aditya Siddhant, Jacob Eisenstein, Sebastian Gehrmann |
| 2023 | EMNLP | Selectively Answering Ambiguous Questions. | Jeremy R. Cole, Michael J. Q. Zhang, Daniel Gillick, Julian Eisenschlos, Bhuwan Dhingra, Jacob Eisenstein |
| 2023 | Interspeech | MD3: The Multi-Dialect Dataset of Dialogues. | Jacob Eisenstein, Vinodkumar Prabhakaran, Clara Rivera, Dorottya Demszky, Devyani Sharma |
| 2022 | EMNLP | Predicting Long-Term Citations from Short-Term Linguistic Influence. | Sandeep Soni, David Bamman, Jacob Eisenstein |
| 2022 | ICLR | The MultiBERTs: BERT Reproductions for Robustness Analysis. | Thibault Sellam, Steve Yadlowsky, Ian Tenney, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Raluca Turc, Jacob Eisenstein, Dipanjan Das, Ellie Pavlick |
| 2022 | NAACL | Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language. | Jacob Eisenstein |
| 2021 | NAACL | Learning to Recognize Dialect Features. | Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein |
| 2020 | ACL | AdvAug: Robust Adversarial Augmentation for Neural Machine Translation. | Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein |
| 2020 | EMNLP | Will it Unblend? | Yuval Pinter, Cassandra L. Jacobs, Jacob Eisenstein |
| 2020 | ICWSM | Characterizing Collective Attention via Descriptor Context: A Case Study of Public Discussions of Crisis Events. | Ian Stewart, Diyi Yang, Jacob Eisenstein |
| 2019 | ACL | The Referential Reader: A Recurrent Entity Network for Anaphora Resolution. | Fei Liu, Luke Zettlemoyer, Jacob Eisenstein |
| 2019 | EMNLP | Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling. | Xiaochuang Han, Jacob Eisenstein |
| 2019 | KDD | Detecting Social Influence in Event Cascades by Comparing Discriminative Rankers. | Sandeep Soni, Shawn Ling Ramirez, Jacob Eisenstein |
| 2019 | NAACL | Measuring and Modeling Language Change. | Jacob Eisenstein |
| 2018 | EMNLP | Predicting Semantic Relations using Global Graph Properties. | Yuval Pinter, Jacob Eisenstein |
| 2018 | EMNLP | Making "fetch" happen: The influence of social and linguistic context on nonstandard word growth and decline. | Ian Stewart, Jacob Eisenstein |
| 2018 | NAACL | Explainable Prediction of Medical Codes from Clinical Text. | James Mullenbach, Sarah Wiegreffe, Jon Duke, Jimeng Sun, Jacob Eisenstein |
| 2018 | NAACL | Si O No, Que Penses? Catalonian Independence and Linguistic Identity on Social Media. | Ian Stewart, Yuval Pinter, Jacob Eisenstein |
| 2017 | AAAI | Unsupervised Learning for Lexicon-Based Classification. | Jacob Eisenstein |
| 2017 | ACL | A Multidimensional Lexicon for Interpersonal Stancetaking. | Umashanthi Pavalanathan, Jim Fitzpatrick, Scott F. Kiesling, Jacob Eisenstein |
| 2017 | EMNLP | Mimicking Word Embeddings using Subword RNNs. | Yuval Pinter, Robert Guthrie, Jacob Eisenstein |
| 2016 | EMNLP | Morphological Priors for Probabilistic Neural Word Embeddings. | Parminder Bhatia, Robert Guthrie, Jacob Eisenstein |
| 2016 | EMNLP | A Joint Model of Rhetorical Discourse Structure and Summarization. | Naman Goyal, Jacob Eisenstein |
| 2016 | EMNLP | Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities. | Yi Yang, Ming-Wei Chang, Jacob Eisenstein |
| 2016 | NAACL | A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models. | Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein |
| 2016 | NAACL | Part-of-Speech Tagging for Historical English. | Yi Yang, Jacob Eisenstein |
| 2015 | EMNLP | Better Document-level Sentiment Analysis from RST Discourse Parsing. | Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein |
| 2015 | EMNLP | Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations. | Yangfeng Ji, Gongbo Zhang, Jacob Eisenstein |
| 2015 | EMNLP | Confounds and Consequences in Geotagged Twitter Data. | Umashanthi Pavalanathan, Jacob Eisenstein |
| 2015 | ICWSM | Psychological Effects of Urban Crime Gleaned from Social Media. | Jose Manuel Delgado Valdes, Jacob Eisenstein, Munmun De Choudhury |
| 2015 | NAACL | "You're Mr. Lebowski, I'm the Dude": Inducing Address Term Formality in Signed Social Networks. | Vinodh Krishnan Elangovan, Jacob Eisenstein |
| 2015 | NAACL | Unsupervised Multi-Domain Adaptation with Feature Embeddings. | Yi Yang, Jacob Eisenstein |
| 2014 | ACL | Representation Learning for Text-level Discourse Parsing. | Yangfeng Ji, Jacob Eisenstein |
| 2014 | ACL | POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process. | Kairit Sirts, Jacob Eisenstein, Micha Elsner, Sharon Goldwater |
| 2014 | ACL | Modeling Factuality Judgments in Social Media Text. | Sandeep Soni, Tanushree Mitra, Eric Gilbert, Jacob Eisenstein |
| 2014 | ACL | Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout. | Yi Yang, Jacob Eisenstein |
| 2013 | EMNLP | Discriminative Improvements to Distributional Sentence Similarity. | Yangfeng Ji, Jacob Eisenstein |
| 2013 | EMNLP | A Log-Linear Model for Unsupervised Text Normalization. | Yi Yang, Jacob Eisenstein |
| 2013 | NAACL | What to do about bad language on the internet. | Jacob Eisenstein |
| 2013 | NAACL | Discourse Connectors for Latent Subjectivity in Sentiment Analysis. | Rakshit S. Trivedi, Jacob Eisenstein |
| 2013 | RE | Automated text mining for requirements analysis of policy documents. | Aaron K. Massey, Jacob Eisenstein, Annie I. Antn, Peter P. Swire |
| 2012 | ACL | Bootstrapping a Unified Model of Lexical and Phonetic Acquisition. | Micha Elsner, Sharon Goldwater, Jacob Eisenstein |
| 2012 | CHI | TopicViz: interactive topic exploration in document collections. | Jacob Eisenstein, Duen Horng Chau, Aniket Kittur, Eric P. Xing |
| 2012 | WWW | Document hierarchies from text and links. | Qirong Ho, Jacob Eisenstein, Eric P. Xing |
| 2011 | ACL | Discovering Sociolinguistic Associations with Structured Sparsity. | Jacob Eisenstein, Noah A. Smith, Eric P. Xing |
| 2011 | ACL | Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments. | Kevin Gimpel, Nathan Schneider, Brendan O'Connor, Dipanjan Das, Daniel Mills, Jacob Eisenstein, Michael Heilman, Dani Yogatama, Jeffrey Flanigan, Noah A. Smith |
| 2011 | EMNLP | Structured Databases of Named Entities from Bayesian Nonparametrics. | Jacob Eisenstein, Tae Yano, William W. Cohen, Noah A. Smith, Eric P. Xing |
| 2011 | ICML | Sparse Additive Generative Models of Text. | Jacob Eisenstein, Amr Ahmed, Eric P. Xing |
| 2011 | WWW | Unified analysis of streaming news. | Amr Ahmed, Qirong Ho, Jacob Eisenstein, Eric P. Xing, Alexander J. Smola, Choon Hui Teo |
| 2010 | EMNLP | A Latent Variable Model for Geographic Lexical Variation. | Jacob Eisenstein, Brendan O'Connor, Noah A. Smith, Eric P. Xing |
| 2009 | EMNLP | Reading to Learn: Constructing Features from Semantic Abstracts. | Jacob Eisenstein, James Clarke, Dan Goldwasser, Dan Roth |
| 2009 | NAACL | Hierarchical Text Segmentation from Multi-Scale Lexical Cohesion. | Jacob Eisenstein |
| 2009 | NAACL | Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: a Bayesian Non-Parametric Approach. | Benjamin Snyder, Tahira Naseem, Jacob Eisenstein, Regina Barzilay |
| 2008 | AAAI | Discourse Topic and Gestural Form. | Jacob Eisenstein, Regina Barzilay, Randall Davis |
| 2008 | ACL | Learning Document-Level Semantic Properties from Free-Text Annotations. | S. R. K. Branavan, Harr Chen, Jacob Eisenstein, Regina Barzilay |
| 2008 | ACL | Gestural Cohesion for Topic Segmentation. | Jacob Eisenstein, Regina Barzilay, Randall Davis |
| 2008 | EMNLP | Bayesian Unsupervised Topic Segmentation. | Jacob Eisenstein, Regina Barzilay |
| 2008 | EMNLP | Unsupervised Multilingual Learning for POS Tagging. | Benjamin Snyder, Tahira Naseem, Jacob Eisenstein, Regina Barzilay |
| 2007 | AAAI | Turning Lectures into Comic Books Using Linguistically Salient Gestures. | Jacob Eisenstein, Regina Barzilay, Randall Davis |
| 2007 | ACL | Conditional Modality Fusion for Coreference Resolution. | Jacob Eisenstein, Randall Davis |
| 2007 | SIGGRAPH | Visual and linguistic information in gesture classification. | Jacob Eisenstein, Randall Davis |
| 2006 | CHI | Interacting with communication appliances: an evaluation of two computer vision-based selection techniques. | Jacob Eisenstein, Wendy E. Mackay |
| 2006 | NAACL | Semantic Back-Pointers from Gesture. | Jacob Eisenstein |
| 2006 | NAACL | Gesture Improves Coreference Resolution. | Jacob Eisenstein, Randall Davis |
| 2006 | SIGGRAPH | Natural gesture in descriptive monologues. | Jacob Eisenstein, Randall Davis |
| 2006 | SIGGRAPH | Visual and linguistic information in gesture classification. | Jacob Eisenstein, Randall Davis |
| 2004 | ICMI | Gestural cues for speech understanding. | Jacob Eisenstein |
| 2004 | ICMI | Visual and linguistic information in gesture classification. | Jacob Eisenstein, Randall Davis |
| 2004 | NAACL | A Salience-Based Approach to Gesture-Speech Alignment. | Jacob Eisenstein, C. Mario Christoudias |
| 2003 | VR | Device Independence and Extensibility in Gesture Recognition. | Jacob Eisenstein, Shahram Ghandeharizadeh, Leana Golubchik, Cyrus Shahabi, Donghui Yan, Roger Zimmermann |
| 2002 | IUI | Agents and GUIs from task models. | Jacob Eisenstein, Charles Rich |
| 2002 | IUI | A GUI editor that generates tutoring agents. | Jacob Eisenstein, Charles Rich |
| 2002 | IUI | XIML: a common representation for interaction data . | Angel R. Puerta, Jacob Eisenstein |
| 2001 | CIKM | Alternative Representations and Abstractions for Moving Sensors Databases. | Jacob Eisenstein, Shahram Ghandeharizadeh, Cyrus Shahabi, Gautam Shanbhag, Roger Zimmermann |
| 2001 | HCI | Modeling preference for adaptive user-interfaces. | Jacob Eisenstein |
| 2001 | IUI | Applying model-based techniques to the development of UIs for mobile computers. | Jacob Eisenstein, Jean Vanderdonckt, Angel R. Puerta |
| 2000 | IUI | Adaptation in automated user-interface design. | Jacob Eisenstein, Angel R. Puerta |
| 1999 | AAAI | Learning Design Guidelines by Theory Refinement. | Jacob Eisenstein |
| 1999 | IUI | Towards a General Computational Framework for Model-Based Interface Development Systems. | Angel R. Puerta, Jacob Eisenstein |