← Authors

Jacob Eisenstein

68 papers · 2004–2025 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (21) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (62) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (6) 🌍 Conference Polyglot (10) 🏠 Conference Loyalist (20) 🐺 Lone Wolf (6) πŸ‘₯ Mega-Team (40) πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (20) ⚑ Prolific Year (5) πŸ“ˆ Trend Setter πŸ’Ž Century Club (68) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (141)

Conferences

NAACL (21) EMNLP (20) ACL (17) ICML (3) ICLR (2) AISTATS (1) IJCNLP (1) INTERSPEECH (1) JMLR (1) NIPS (1)

Top co-authors

Yangfeng Ji (5) Yi Yang (5) Yuval Pinter (5) Regina Barzilay (5) Jonathan Berant (4) Chirag Nagpal (4) Sandeep Soni (3) Alexander D'Amour (3) Randall Davis (3) Victor Veitch (3)

Research topics

Linguistics (1) Education (1)

Keywords

domain generalization (3) part-of-speech tagging (3) language model (3) out-of-vocabulary word (3) causal inference (3) contextualized embedding (2) contextual embedding (2) pos tagging (2) sequence labeling (2) domain adaptation (2) natural language processing (2) unsupervised learning (2) spurious correlation (2) character-level model (2) social media analysis (2) transfer learning (2) neural machine translation (2) language change (2) masked language modeling (2) attention mechanism (1)

Papers

Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models NAACL 2025
Theoretical guarantees on the best-of-n alignment policy ICML 2025
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning ICLR 2025
InfAlign: Inference-aware language model alignment ICML 2025
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment EMNLP 2024
Transforming and Combining Rewards for Aligning Large Language Models ICML 2024
Dialect-robust Evaluation of Generated Text ACL 2023
MD3: The Multi-Dialect Dataset of Dialogues INTERSPEECH 2023
Selectively Answering Ambiguous Questions EMNLP 2023
Underspecification Presents Challenges for Credibility in Modern Machine Learning JMLR 2022
The MultiBERTs: BERT Reproductions for Robustness Analysis ICLR 2022
Predicting Long-Term Citations from Short-Term Linguistic Influence EMNLP 2022
Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022
Learning to Recognize Dialect Features NAACL 2021
Counterfactual Invariance to Spurious Correlations in Text Classification NIPS 2021
On Writing a Textbook on Natural Language Processing NAACL 2021
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ACL 2020
Will it Unblend? EMNLP 2020
Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation EMNLP 2019
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL 2019
Clinical Concept Extraction for Document-Level Coding ACL 2019
Character Eyes: Seeing Language through Character-Level Taggers ACL 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling IJCNLP 2019
Measuring and Modeling Language Change NAACL 2019
Correcting Whitespace Errors in Digitized Historical Texts NAACL 2019
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts ACL 2018
Predicting Semantic Relations using Global Graph Properties EMNLP 2018
Making β€œfetch” happen: The influence of social and linguistic context on nonstandard word growth and decline EMNLP 2018
Stylistic Variation in Social Media Part-of-Speech Tagging NAACL 2018
Si O No, Que Penses? Catalonian Independence and Linguistic Identity on Social Media NAACL 2018
Explainable Prediction of Medical Codes from Clinical Text NAACL 2018
A Multidimensional Lexicon for Interpersonal Stancetaking ACL 2017
Mimicking Word Embeddings using Subword RNNs EMNLP 2017
Part-of-Speech Tagging for Historical English NAACL 2016
Morphological Priors for Probabilistic Neural Word Embeddings EMNLP 2016
Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities EMNLP 2016
A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models NAACL 2016
Better Document-level Sentiment Analysis from RST Discourse Parsing EMNLP 2015
Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations EMNLP 2015
Unsupervised Multi-Domain Adaptation with Feature Embeddings NAACL 2015
β€œYou’re Mr. Lebowski, I’m the Dude”: Inducing Address Term Formality in Signed Social Networks NAACL 2015
Confounds and Consequences in Geotagged Twitter Data EMNLP 2015
Representation Learning for Text-level Discourse Parsing ACL 2014
Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout ACL 2014
Modeling Factuality Judgments in Social Media Text ACL 2014
POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process ACL 2014
What to do about bad language on the internet NAACL 2013
Discriminative Improvements to Distributional Sentence Similarity EMNLP 2013
A Log-Linear Model for Unsupervised Text Normalization EMNLP 2013
Discourse Connectors for Latent Subjectivity in Sentiment Analysis NAACL 2013
Bootstrapping a Unified Model of Lexical and Phonetic Acquisition ACL 2012
Tutorial Abstracts at the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies NAACL 2012
Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments ACL 2011
Online Inference for the Infinite Topic-Cluster Model: Storylines from Streaming Text AISTATS 2011
Discovering Sociolinguistic Associations with Structured Sparsity ACL 2011
A Latent Variable Model for Geographic Lexical Variation EMNLP 2010
Reading to Learn: Constructing Features from Semantic Abstracts EMNLP 2009
Hierarchical Text Segmentation from Multi-Scale Lexical Cohesion NAACL 2009
Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: a Bayesian Non-Parametric Approach NAACL 2009
Learning Document-Level Semantic Properties from Free-Text Annotations ACL 2008
Bayesian Unsupervised Topic Segmentation EMNLP 2008
Unsupervised Multilingual Learning for POS Tagging EMNLP 2008
Gestural Cohesion for Topic Segmentation ACL 2008
Conditional Modality Fusion for Coreference Resolution ACL 2007
Semantic Back-Pointers from Gesture NAACL 2006
Gesture Improves Coreference Resolution NAACL 2006
A Salience-Based Approach to Gesture-Speech Alignment NAACL 2004