← Authors

Dan Klein

216 papers · 2001–2025 · 12 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (28) 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (24) 🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (14) 🏠 Conference Loyalist (50) 🧬 Topic Evolution 🀝 Dynamic Duo (20) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (11) πŸ† Keyword Champion ⚑ Prolific Year (6) ❓ The Questioner (11) πŸ—ƒοΈ Keyword Collector (72) πŸ“ˆ Trend Setter πŸ’Ž Century Club (216) πŸ”₯ Unstoppable (25)

Conferences

ACL (74) EMNLP (50) NAACL (41) CONLL (15) NIPS (11) IJCNLP (9) ICML (6) COLING (3) ICLR (3) CVPR (2) ICCV (1) IJCAI (1)

Top co-authors

Adam Pauls (20) Jacob Andreas (20) Taylor Berg-Kirkpatrick (19) Percy Liang (18) John DeNero (14) Slav Petrov (13) Aria Haghighi (12) Trevor Darrell (12) Kevin Yang (12) Daniel Fried (12)

Research topics

Linguistics (1)

Keywords

large language model (11) language model (10) constituency parsing (10) neural network (9) syntactic parsing (5) instruction following (5) multimodal learning (5) unsupervised learning (5) probabilistic model (4) semantic parsing (4) natural language understanding (4) prompt engineering (3) speech synthesis (3) text generation (3) beam search (3) text classification (3) language grounding (3) reward function (3) distribution shift (3) code generation (3)

Papers

Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions EMNLP 2025
FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025
ThoughtSculpt: Reasoning with Intermediate Revision and Search NAACL 2025
Enough Coin Flips Can Make LLMs Act Bayesian ACL 2025
Pose Priors from Language Models CVPR 2025
LangProBe: a Language Program Benchmark EMNLP 2025
The Perspectivist Paradigm Shift: Assumptions and Challenges of Capturing Human Labels NAACL 2024
Which One? Leveraging Context Between Objects and Multiple Views for Language Grounding NAACL 2024
What Evidence Do Language Models Find Convincing? ACL 2024
Explaining Datasets in Words: Statistical Models with Natural Language Parameters NIPS 2024
Re-evaluating the Need for Visual Signals in Unsupervised Grammar Induction NAACL 2024
Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination EMNLP 2024
RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment ICLR 2024
Learning to Model the World With Language ICML 2024
Inferring Ontological Categories of OWL Classes Using Foundational RulesΒ (Extended Abstract) IJCAI 2024
American Sign Language Handshapes Reflect Pressures for Communicative Efficiency ACL 2024
Ghostbuster: Detecting Text Ghostwritten by Large Language Models NAACL 2024
DOC: Improving Long Story Coherence With Detailed Outline Control ACL 2023
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding ACL 2023
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation ACL 2023
Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ACL 2023
Goal Driven Discovery of Distributional Differences via Language Descriptions NIPS 2023
Poisoning Language Models During Instruction Tuning ICML 2023
Discovering Latent Knowledge in Language Models Without Supervision ICLR 2023
Can Language Models Learn to Listen? ICCV 2023
Revisiting Entropy Rate Constancy in Text EMNLP 2023
Improving Pacing in Long-Form Story Planning EMNLP 2023
Decomposing Complex Queries for Tip-of-the-tongue Retrieval EMNLP 2023
Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection EMNLP 2023
When the Majority is Wrong: Modeling Annotator Disagreement for Subjective Tasks EMNLP 2023
Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL EMNLP 2023
Incorporating Worker Perspectives into MTurk Annotation Practices for NLP EMNLP 2023
Neural Unsupervised Reconstruction of Protolanguage Word Forms ACL 2023
Modular Visual Question Answering via Code Generation ACL 2023
Inferring Rewards from Language in Context ACL 2022
Voxel-informed Language Grounding ACL 2022
Understanding Game-Playing Agents with Natural Language Annotations ACL 2022
Describing Differences between Text Distributions with Natural Language ICML 2022
Re3: Generating Longer Stories With Recursive Reprompting and Revision EMNLP 2022
Automated Crossword Solving ACL 2022
Learned Incremental Representations for Parsing ACL 2022
Value-Agnostic Conversational Semantic Parsing ACL 2021
An Improved Model for Voicing Silent Speech ACL 2021
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level ACL 2021
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections EMNLP 2021
Constrained Language Models Yield Few-Shot Semantic Parsers EMNLP 2021
Reference-Centric Models for Grounded Collaborative Dialogue EMNLP 2021
Modular Networks for Compositional Instruction Following NAACL 2021
Detoxifying Language Models Risks Marginalizing Minority Voices NAACL 2021
FUDGE: Controlled Text Generation With Future Discriminators NAACL 2021
Constructing Taxonomies from Pretrained Language Models NAACL 2021
Interactive Assignments for Teaching Structured Neural NLP NAACL 2021
Learning Space Partitions for Path Planning NIPS 2021
Value-Agnostic Conversational Semantic Parsing IJCNLP 2021
An Improved Model for Voicing Silent Speech IJCNLP 2021
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level IJCNLP 2021
Calibrate Before Use: Improving Few-shot Performance of Language Models ICML 2021
Semantic Evaluation for Text-to-SQL with Distilled Test Suites EMNLP 2020
Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference ACL 2020
Multilingual Alignment of Contextual Word Representations ICLR 2020
Semantic Scaffolds for Pseudocode-to-Code Generation ACL 2020
Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers ICML 2020
Digital Voicing of Silent Speech EMNLP 2020
Unsupervised Parsing via Constituency Tests EMNLP 2020
A Streaming Approach For Efficient Batched Beam Search EMNLP 2020
A Deep Factorization of Style and Structure in Fonts EMNLP 2019
Pragmatically Informative Text Generation NAACL 2019
Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation ACL 2019
A Deep Factorization of Style and Structure in Fonts IJCNLP 2019
Cross-Domain Generalization of Neural Constituency Parsers ACL 2019
Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following ACL 2019
Multilingual Constituency Parsing with Self-Attention and Pre-Training ACL 2019
Learning with Latent Language NAACL 2018
Speaker-Follower Models for Vision-and-Language Navigation NIPS 2018
Constituency Parsing with a Self-Attentive Encoder ACL 2018
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing ACL 2018
What’s Going On in Neural Constituency Parsers? An Analysis NAACL 2018
Unified Pragmatic Models for Generating and Following Instructions NAACL 2018
Analogs of Linguistic Structure in Deep Representations EMNLP 2017
Translating Neuralese ACL 2017
A Minimal Span-Based Neural Constituency Parser ACL 2017
Abstract Syntax Networks for Code Generation and Semantic Parsing ACL 2017
Improving Neural Parsing by Disentangling Model Combination and Reranking Effects ACL 2017
Fine-Grained Entity Typing with High-Multiplicity Assignments ACL 2017
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space EMNLP 2017
Effective Inference for Generative Neural Parsing EMNLP 2017
Modular Multitask Reinforcement Learning with Policy Sketches ICML 2017
Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints ACL 2016
Reasoning about Pragmatics with Neural Listeners and Speakers EMNLP 2016
Learning to Compose Neural Networks for Question Answering NAACL 2016
Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks NAACL 2016
Neural Module Networks CVPR 2016
Unsupervised Code-Switching for Multilingual Historical Document Transcription NAACL 2015
An Empirical Analysis of Optimization for Max-Margin NLP EMNLP 2015
On the Accuracy of Self-Normalized Log-Linear Models NIPS 2015
Neural CRF Parsing IJCNLP 2015
Neural CRF Parsing ACL 2015
Disfluency Detection with a Semi-Markov Model and Prosodic Features NAACL 2015
When and why are log-linear models self-normalizing? NAACL 2015
GPU-Friendly Local Regression for Voice Conversion NAACL 2015
Alignment-Based Compositional Semantics for Instruction Following EMNLP 2015
Sparser, Better, Faster GPU Parsing ACL 2014
Less Grammar, More Features ACL 2014
Structured Learning for Taxonomy Induction with Belief Propagation ACL 2014
Improved Typesetting Models for Historical OCR ACL 2014
How much do word embeddings encode about syntax? ACL 2014
Unsupervised Transcription of Piano Music NIPS 2014
Grounding Language with Points and Paths in Continuous Spaces CONLL 2014
Easy Victories and Uphill Battles in Coreference Resolution EMNLP 2013
Variational Inference for Structured NLP Models ACL 2013
Decentralized Entity-Level Modeling for Coreference Resolution ACL 2013
Unsupervised Transcription of Historical Documents ACL 2013
Error-Driven Analysis of Challenges in Coreference Resolution EMNLP 2013
Decipherment with a Million Random Restarts EMNLP 2013
A Multi-Teraflop Constituency Parser using GPUs EMNLP 2013
An Empirical Examination of Challenges in Chinese Parsing ACL 2013
Large-Scale Syntactic Language Modeling with Treelets ACL 2012
Syntactic Transfer Using a Bilingual Lexicon CONLL 2012
Transforming Trees to Improve Syntactic Convergence CONLL 2012
An Empirical Investigation of Statistical Significance in NLP CONLL 2012
Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output CONLL 2012
Training Factored PCFGs with Expectation Propagation CONLL 2012
Variational Inference for Structured NLP Models NAACL 2012
Fast Inference in Phrase Extraction Models with Belief Propagation NAACL 2012
Syntactic Transfer Using a Bilingual Lexicon EMNLP 2012
Transforming Trees to Improve Syntactic Convergence EMNLP 2012
An Empirical Investigation of Statistical Significance in NLP EMNLP 2012
Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output EMNLP 2012
Training Factored PCFGs with Expectation Propagation EMNLP 2012
Robust Conversion of CCG Derivations to Phrase Structure Trees ACL 2012
Coreference Semantics from Web Features ACL 2012
Mention Detection: Heuristics for the OntoNotes annotations CONLL 2011
Faster and Smaller N-Gram Language Models ACL 2011
The Surprising Variance in Shortest-Derivation Parsing ACL 2011
An Empirical Investigation of Discounting in Cross-Domain Language Models ACL 2011
Web-Scale Features for Full-Scale Parsing ACL 2011
Learning Dependency-Based Compositional Semantics ACL 2011
Jointly Learning to Extract and Compress ACL 2011
Large-Scale Cognate Recovery EMNLP 2011
Simple Effective Decipherment via Combinatorial Optimization EMNLP 2011
Painless Unsupervised Learning with Features NAACL 2010
Learning Better Monolingual Models with Unannotated Bilingual Text CONLL 2010
A Simple Domain-Independent Probabilistic Approach to Generation EMNLP 2010
Top-Down K-Best A* Parsing ACL 2010
An Entity-Level Approach to Information Extraction ACL 2010
Hierarchical A* Parsing with Bridge Outside Scores ACL 2010
Discriminative Modeling of Extraction Sets for Machine Translation ACL 2010
A Game-Theoretic Approach to Generating Spatial Descriptions EMNLP 2010
Finding Cognate Groups Using Phylogenies ACL 2010
Simple, Accurate Parsing with an All-Fragments Grammar ACL 2010
Phylogenetic Grammar Induction ACL 2010
Unsupervised Syntactic Alignment with Inversion Transduction Grammars NAACL 2010
Joint Parsing and Alignment with Weakly Synchronized Grammars NAACL 2010
Coreference Resolution in a Modular, Entity-Centered Model NAACL 2010
Type-Based MCMC NAACL 2010
Better Word Alignments with Supervised ITG Models IJCNLP 2009
Simple Coreference Resolution with Rich Syntactic and Semantic Features EMNLP 2009
Consensus Training for Consensus Decoding in Machine Translation EMNLP 2009
Asynchronous Binarization for Synchronous Grammars ACL 2009
K-Best A* Parsing ACL 2009
Better Word Alignments with Supervised ITG Models ACL 2009
Learning Semantic Correspondences with Less Supervision ACL 2009
Learning Semantic Correspondences with Less Supervision IJCNLP 2009
K-Best A* Parsing IJCNLP 2009
Asynchronous Binarization for Synchronous Grammars IJCNLP 2009
Improved Reconstruction of Protolanguage Word Forms NAACL 2009
Efficient Parsing for Transducer Grammars NAACL 2009
Hierarchical Search for Parsing NAACL 2009
Online EM for Unsupervised Models NAACL 2009
Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs NIPS 2009
Learning Bilingual Lexicons from Monolingual Corpora ACL 2008
Efficient Inference in Phylogenetic InDel Trees NIPS 2008
The Complexity of Phrase Alignment Problems ACL 2008
Two Languages are Better than One (for Syntactic Parsing) EMNLP 2008
Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing EMNLP 2008
Sampling Alignment Structure under a Bayesian Translation Model EMNLP 2008
Coarse-to-Fine Syntactic Machine Translation using Language Projections EMNLP 2008
Analyzing the Errors of Unsupervised Learning ACL 2008
Approximate Factoring for A* Search NAACL 2007
Introduction to Classification: Likelihoods, Margins, Features, and Kernels NAACL 2007
Discriminative Log-Linear Grammars with Latent Variables NIPS 2007
Unsupervised Coreference Resolution in a Nonparametric Bayesian Model ACL 2007
A Probabilistic Approach to Language Change NIPS 2007
A Probabilistic Approach to Diachronic Phonology EMNLP 2007
Learning Structured Models for Phone Recognition EMNLP 2007
The Infinite PCFG Using Hierarchical Dirichlet Processes EMNLP 2007
Tailoring Word Alignments to Syntactic Machine Translation ACL 2007
The Infinite PCFG Using Hierarchical Dirichlet Processes CONLL 2007
A Probabilistic Approach to Diachronic Phonology CONLL 2007
Learning Structured Models for Phone Recognition CONLL 2007
Agreement-Based Learning NIPS 2007
Improved Inference for Unlexicalized Parsing NAACL 2007
Proceedings of the Tenth Conference on Computational Natural Language Learning (CoNLL-X) CONLL 2006
Alignment by Agreement NAACL 2006
Word Alignment via Quadratic Assignment NAACL 2006
Prototype-Driven Learning for Sequence Models NAACL 2006
An End-to-End Discriminative Approach to Machine Translation COLING 2006
Learning Accurate, Compact, and Interpretable Tree Annotation COLING 2006
Non-Local Modeling with a Mixture of PCFGs CONLL 2006
Prototype-Driven Grammar Induction ACL 2006
An End-to-End Discriminative Approach to Machine Translation ACL 2006
Learning Accurate, Compact, and Interpretable Tree Annotation ACL 2006
Prototype-Driven Grammar Induction COLING 2006
A Discriminative Matching Approach to Word Alignment EMNLP 2005
Unsupervised Learning of Field Segmentation Models for Information Extraction ACL 2005
Max-Margin Parsing EMNLP 2004
Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency ACL 2004
A* Parsing: Fast Exact Viterbi Parse Selection NAACL 2003
Named Entity Recognition with Character-Level Models CONLL 2003
Optimization, Maxent Models, and Conditional Estimation without Magic NAACL 2003
Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network NAACL 2003
Accurate Unlexicalized Parsing ACL 2003
A Generative Constituent-Context Model for Improved Grammar Induction ACL 2002
Conditional Structure versus Conditional Estimation in NLP Models EMNLP 2002
Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank ACL 2001
Distributional phrase structure induction CONLL 2001