Eisenstein, Jacob

24 publications

TMLR 2025 ALTA: Compiler-Based Analysis of Transformers Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova

ICML 2025 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

ICLR 2025 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

TMLR 2025 Robust Preference Optimization Through Reward Model Distillation Adam Fisch, Jacob Eisenstein, Vicky Zayats, Alekh Agarwal, Ahmad Beirami, Chirag Nagpal, Peter Shaw, Jonathan Berant

ICML 2025 Theoretical Guarantees on the Best-of-N Alignment Policy Ahmad Beirami, Alekh Agarwal, Jonathan Berant, Alexander D’Amour, Jacob Eisenstein, Chirag Nagpal, Ananda Theertha Suresh

NeurIPSW 2024 ALTA: Compiler-Based Analysis of Transformers Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova

ICMLW 2024 Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment Zhaofeng Wu, Ananth Balashankar, Yoon Kim, Jacob Eisenstein, Ahmad Beirami

ICML 2024 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

NeurIPSW 2023 Reward Model Underspecification in Language Model Alignment Jacob Eisenstein, Jonathan Berant, Chirag Nagpal, Alekh Agarwal, Ahmad Beirami, Alexander Nicholas D'Amour, Krishnamurthy Dj Dvijotham, Katherine A Heller, Stephen Robert Pfohl, Deepak Ramachandran

NeurIPSW 2022 Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model Jacob Eisenstein, Daniel Andor, Bernd Bohnet, Michael Collins, David Mimno

ICLR 2022 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

JMLR 2022 Underspecification Presents Challenges for Credibility in Modern Machine Learning Alexander D'Amour, Katherine Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yian Ma, Cory McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley

NeurIPS 2021 Counterfactual Invariance to Spurious Correlations in Text Classification Victor Veitch, Alexander D'Amour, Steve Yadlowsky, Jacob Eisenstein

AAAI 2017 Unsupervised Learning for Lexicon-Based Classification Jacob Eisenstein

ICLR 2015 Entity-Augmented Distributional Semantics for Discourse Relations Yangfeng Ji, Jacob Eisenstein

ICLR 2015 Unsupervised Domain Adaptation with Feature Embeddings Yi Yang, Jacob Eisenstein

AISTATS 2011 Online Inference for the Infinite Topic-Cluster Model: Storylines from Streaming Text Amr Ahmed, Qirong Ho, Choon Hui Teo, Jacob Eisenstein, Alex Smola, Eric Xing

ICML 2011 Sparse Additive Generative Models of Text Jacob Eisenstein, Amr Ahmed, Eric P. Xing

JAIR 2009 Learning Document-Level Semantic Properties from Free-Text Annotations S. R. K. Branavan, Harr Chen, Jacob Eisenstein, Regina Barzilay

JAIR 2009 Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches Tahira Naseem, Benjamin Snyder, Jacob Eisenstein, Regina Barzilay

AAAI 2008 Discourse Topic and Gestural Form Jacob Eisenstein, Regina Barzilay, Randall Davis

JAIR 2008 Gesture Salience as a Hidden Variable for Coreference Resolution and Keyframe Extraction Jacob Eisenstein, Regina Barzilay, Randall Davis

AAAI 2007 Turning Lectures into Comic Books Using Linguistically Salient Gestures Jacob Eisenstein, Regina Barzilay, Randall Davis

AAAI 1999 Learning Design Guidelines by Theory Refinement Jacob Eisenstein