← Authors

Dan Roth

341 papers · 2000–2026 · 18 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot (18) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (25) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (12) 🌉 Interdisciplinary Bridge 🏠 Conference Loyalist (68) 🌟 Keyword Trendsetter Combo (4) 🏆 Keyword Champion (10) 👑 Triple Crown 🌱 Topic Pioneer 🧬 Topic Evolution 🏆 Grand Slam 👥 Mega-Team (34) 🔬 Deep Specialist (32) 🤝 Dynamic Duo (24) 🔥 Unstoppable (26) ❓ The Questioner (21) 🚀 Conference Pioneer 💎 Century Club (340) ⚡ Prolific Year (36) 🗃️ Keyword Collector (80) 📈 Trend Setter

Conferences

EMNLP (89) ACL (68) NAACL (57) CONLL (36) COLING (17) IJCNLP (16) EACL (12) IJCAI (9) ICLR (9) ICML (9) NIPS (6) AACL (4) AAAI (3) SEMEVAL (2) ECCV (1) CVPR (1) JMLR (1) AISTATS (1)

Top co-authors

Qiang Ning (24) Hongming Zhang (22) Vivek Gupta (19) Haoyu Wang (19) Ben Zhou (18) Muhao Chen (16) Daniel Khashabi (13) Daniel Deutsch (12) Stephen Mayhew (12) Yi Zhang (12)

Research topics

Applications (1)

Keywords

question answering (34) large language model (32) named entity recognition (21) zero-shot learning (15) language model (14) textual entailment (13) natural language inference (11) temporal reasoning (10) natural language understanding (10) natural language processing (10) event extraction (10) information retrieval (9) commonsense reasoning (8) information extraction (8) transfer learning (8) text classification (8) text summarization (7) entity linking (7) few-shot learning (7) coreference resolution (7)

Papers

Program-of-Thought Reveals LLM Abstraction Ceilings EACL 2026
No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. AACL 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information AACL 2025
Aligning to Constraints for Data-Efficient Language Model Customization NAACL 2025
Towards Long Context Hallucination Detection NAACL 2025
On Reference (In-)Determinacy in Natural Language Inference NAACL 2025
Conflicts in Texts: Data, Implications and Challenges EMNLP 2025
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs EMNLP 2025
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications EMNLP 2025
MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety EMNLP 2025
Cross-Lingual Extractive Question Answering with Unanswerable Questions EMNLP 2025
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025
LLM-Symbolic Integration for Robust Temporal Tabular Reasoning ACL 2025
Talking Point based Ideological Discourse Analysis in News Events ACL 2025
PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights ACL 2025
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025
DeAL: Decoding-time Alignment for Large Language Models ACL 2025
Evaluating NL2SQL via SQL2NL EMNLP 2025
TRANSIENTTABLES: Evaluating LLMs’ Reasoning on Temporally Evolving Semi-structured Tables NAACL 2025
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025
MAPWise: Evaluating Vision-Language Models for Advanced Map Queries NAACL 2025
Open Domain Question Answering with Conflicting Contexts NAACL 2025
NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models NAACL 2025
Enhancing Temporal Understanding in LLMs for Semi-structured Tables NAACL 2025
GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation ICML 2025
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ICLR 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025
No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models ICLR 2025
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge ICLR 2025
Leveraging LLM For Synchronizing Information Across Multilingual Tables NAACL 2025
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks EMNLP 2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025
AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025
Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025
Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty EMNLP 2025
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding ICML 2025
Knowledge-Aware Reasoning over Multimodal Semi-structured Tables EMNLP 2024
Fewer Truncations Improve Language Modeling ICML 2024
CODE REPRESENTATION LEARNING AT SCALE ICLR 2024
SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation NAACL 2024
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks NAACL 2024
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? NAACL 2024
Event Semantic Classification in Context EACL 2024
BLINK: Multimodal Large Language Models Can See but Not Perceive ECCV 2024
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception NAACL 2024
ExpertQA: Expert-Curated Questions and Attributed Answers NAACL 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale NIPS 2024
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models NIPS 2024
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets EMNLP 2024
Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
Devil’s Advocate: Anticipatory Reflection for LLM Agents EMNLP 2024
Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness EMNLP 2024
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models ACL 2024
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval ACL 2024
FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts ACL 2024
Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024
Event Causality Identification with Synthetic Control EMNLP 2024
A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners EMNLP 2024
CoCoMIC: Code Completion by Jointly Modeling In-file and Cross-file Context COLING 2024
Characterizing and Measuring Linguistic Dataset Drift ACL 2023
Generic Temporal Reasoning with Differential Analysis and Explanation ACL 2023
ReCode: Robustness Evaluation of Code Generation Models ACL 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL 2023
In and Out-of-Domain Text Adversarial Robustness via Label Smoothing ACL 2023
Indirectly Supervised Natural Language Processing ACL 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ACL 2023
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering ACL 2023
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023
IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition Using Knowledge Bases ACL 2023
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ACL 2023
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction EACL 2023
On Regularization and Inference with Label Constraints ICML 2023
Taxonomy Expansion for Named Entity Recognition EMNLP 2023
Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes EMNLP 2023
Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy EMNLP 2023
Comparing Biases and the Impact of Multilingual Training across Multiple Languages EMNLP 2023
Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries EMNLP 2023
Penn & BGU BabyBERTa+ for Strict-Small BabyLM Challenge EMNLP 2023
Penn & BGU BabyBERTa+ for Strict-Small BabyLM Challenge CONLL 2023
STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK ICLR 2023
IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition Using Knowledge Bases SEMEVAL 2023
Multi-lingual Evaluation of Code Generation Models ICLR 2023
GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023
Conversation Style Transfer using Few-Shot Learning AACL 2023
Privacy Adhering Machine Un-learning in NLP AACL 2023
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion NIPS 2023
On Learning Latent Models with Multi-Instance Weak Supervision NIPS 2023
Privacy Adhering Machine Un-learning in NLP IJCNLP 2023
Conversation Style Transfer using Few-Shot Learning IJCNLP 2023
A Low-Resource Approach to the Grammatical Error Correction of Ukrainian EACL 2023
Zero-Shot On-the-Fly Event Schema Induction EACL 2023
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm EACL 2023
Event Linking: Grounding Event Mentions to Wikipedia EACL 2023
Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection EACL 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale ACL 2023
Weighted Training for Cross-Task Learning ICLR 2022
ROCK: Causal Inference Principles for Reasoning about Commonsense Causality ICML 2022
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022
Cross-Modal Map Learning for Vision and Language Navigation CVPR 2022
There’s a Time and Place for Reasoning Beyond the Image ACL 2022
Label Semantic Aware Pre-training for Few-shot Text Classification ACL 2022
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval EMNLP 2022
On the Limitations of Reference-Free Evaluations of Generated Text EMNLP 2022
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner NAACL 2022
Design Challenges for a Multi-Perspective Search Engine NAACL 2022
PerKGQA: Question Answering over Personalized Knowledge Graphs NAACL 2022
What Do Users Care About? Detecting Actionable Insights from User Feedback NAACL 2022
New Frontiers of Information Extraction NAACL 2022
Towards Open-Domain Topic Classification NAACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics NAACL 2022
Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions NAACL 2022
Label Semantics for Few Shot Named Entity Recognition ACL 2022
Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics ACL 2022
Pairwise Representation Learning for Event Coreference NAACL 2022
Capturing the Content of a Document through Complex Event Identification NAACL 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval ICML 2022
Understanding Robust Generalization in Learning Regular Languages ICML 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts EMNLP 2022
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021
Understanding the Extent to which Content Quality Metrics Measure the Information Quality of Summaries EMNLP 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language EMNLP 2021
Coreference Reasoning in Machine Reading Comprehension ACL 2021
What is Your Article Based On? Inferring Fine-grained Provenance ACL 2021
Do We Know What We Don’t Know? Studying Unanswerable Questions beyond SQuAD 2.0 EMNLP 2021
Event-Centric Natural Language Processing ACL 2021
Zero-shot Label-Aware Event Trigger and Argument Classification ACL 2021
Constrained Labeled Data Generation for Low-Resource Named Entity Recognition ACL 2021
Building Low-Resource NER Models Using Non-Speaker Annotations NAACL 2021
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System NAACL 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection NAACL 2021
MultiOpEd: A Corpus of Multi-Perspective News Editorials NAACL 2021
Learning to Decompose and Organize Complex Tasks NAACL 2021
Visual Pivoting for (Unsupervised) Entity Alignment AAAI 2021
Temporal Reasoning on Implicit Events from Distant Supervision NAACL 2021
Generalization in Instruction Following Systems NAACL 2021
Event Time Extraction and Propagation via Graph Attention Networks NAACL 2021
Constrained Labeled Data Generation for Low-Resource Named Entity Recognition IJCNLP 2021
Zero-shot Label-Aware Event Trigger and Argument Classification IJCNLP 2021
Event-Centric Natural Language Processing IJCNLP 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights IJCNLP 2021
What is Your Article Based On? Inferring Fine-grained Provenance IJCNLP 2021
Coreference Reasoning in Machine Reading Comprehension IJCNLP 2021
Understanding the Extent to which Content Quality Metrics Measure the Information Quality of Summaries CONLL 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language CONLL 2021
Cross-lingual Entity Alignment with Incidental Supervision EACL 2021
How Good (really) are Grammatical Error Correction Systems? EACL 2021
Foreseeing the Benefits of Incidental Supervision EMNLP 2021
Learning Constraints and Descriptive Segmentation for Subevent Detection EMNLP 2021
Paired Examples as Indirect Supervision in Latent Decision Models EMNLP 2021
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations EMNLP 2021
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema EMNLP 2021
Few-Shot Novel Concept Learning for Semantic Parsing EMNLP 2021
Compositional Data and Task Augmentation for Instruction Following EMNLP 2021
On the Effects of Transformer Size on In- and Out-of-Domain Calibration EMNLP 2021
Cross-Lingual Ability of Multilingual BERT: An Empirical Study ICLR 2020
TransOMCS: From Linguistic Graphs to Commonsense Knowledge IJCAI 2020
QANom: Question-Answer driven SRL for Nominalizations COLING 2020
Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection COLING 2020
Commonsense Reasoning for Natural Language Processing ACL 2020
QuASE: Question-Answer Driven Sentence Encoding ACL 2020
Temporal Common Sense Acquisition with Minimal Supervision ACL 2020
Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses ACL 2020
“Who said it, and Why?” Provenance for Natural Language Claims ACL 2020
Robust Named Entity Recognition with Truecasing Pretraining AAAI 2020
Learnability with Indirect Supervision Signals NIPS 2020
Joint Constrained Learning for Event-Event Relation Extraction EMNLP 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions EMNLP 2020
Analogous Process Structure Induction for Sub-event Sequence Prediction EMNLP 2020
Design Challenges in Low-resource Cross-lingual Entity Linking EMNLP 2020
“I’d rather just go to bed”: Understanding Indirect Answers EMNLP 2020
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior EMNLP 2020
Extending Multilingual BERT to Low-Resource Languages EMNLP 2020
What do we expect from Multiple-choice QA Systems? EMNLP 2020
Do Language Embeddings capture Scales? EMNLP 2020
What Are You Trying to Do? Semantic Typing of Event Processes EMNLP 2020
SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics EMNLP 2020
What Are You Trying to Do? Semantic Typing of Event Processes CONLL 2020
Neural Module Networks for Reasoning over Text ICLR 2020
“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding EMNLP 2019
Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization EMNLP 2019
“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding IJCNLP 2019
Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization IJCNLP 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach IJCNLP 2019
An Improved Neural Baseline for Temporal Relation Extraction IJCNLP 2019
ner and pos when nothing is capitalized IJCNLP 2019
Seeing Things from a Different Angle:Discovering Diverse Perspectives about Claims NAACL 2019
Partial Or Complete, That’s The Question NAACL 2019
Text Classification with Few Examples using Controlled Generalization NAACL 2019
Evaluation of named entity coreference NAACL 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP 2019
An Improved Neural Baseline for Temporal Relation Extraction EMNLP 2019
ner and pos when nothing is capitalized EMNLP 2019
Evidence Sentence Extraction for Machine Reading Comprehension CONLL 2019
Named Entity Recognition with Partially Annotated Training Data CONLL 2019
KnowSemLM: A Knowledge Infused Semantic Language Model CONLL 2019
A General-Purpose Algorithm for Constrained Sequential Inference CONLL 2019
BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer ACL 2019
PerspectroScope: A Window to the World of Diverse Perspectives ACL 2019
How Large Are Lions? Inducing Distributions over Quantitative Attributes ACL 2019
Evidence-based Trustworthiness ACL 2019
Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning IJCAI 2019
Learning and Inference for Structured Prediction: A Unifying Perspective IJCAI 2019
Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes NAACL 2018
A Multi-Axis Annotation Scheme for Event Temporal Relations ACL 2018
A Distributional and Orthographic Aggregation Model for English Derivational Morphology ACL 2018
Joint Reasoning for Temporal and Causal Relations ACL 2018
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions ACL 2018
TALEN: Tool for Annotation of Low-resource ENtities ACL 2018
Multi-lingual Entity Discovery and Linking ACL 2018
Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions COLING 2018
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification EMNLP 2018
Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages EMNLP 2018
Zero-Shot Open Entity Typing as Type-Compatible Grounding EMNLP 2018
Joint Multilingual Supervision for Cross-lingual Entity Linking EMNLP 2018
On the Strength of Character Language Models for Multilingual Named Entity Recognition EMNLP 2018
CogCompTime: A Tool for Understanding Time in Natural Language EMNLP 2018
Systems AI: A Declarative Learning Based Programming Perspective IJCAI 2018
Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences NAACL 2018
Robust Cross-Lingual Hypernymy Detection Using Dependency Context NAACL 2018
Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource NAACL 2018
Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems NIPS 2018
Learning What is Essential in Questions CONLL 2017
A Structured Learning Approach to Temporal Relation Extraction EMNLP 2017
A Joint Model for Semantic Sequences: Frames, Entities, Sentiments CONLL 2017
Integer Linear Programming formulations in Natural Language Processing EACL 2017
Entity Linking via Joint Encoding of Types, Descriptions, and Context EMNLP 2017
Cheap Translation for Cross-Lingual Named Entity Recognition EMNLP 2017
Story Comprehension for Predicting What Happens Next EMNLP 2017
Question Answering via Integer Programming over Semi-Structured Knowledge IJCAI 2016
Equation Parsing : Mapping Sentences to Grounded Equations EMNLP 2016
Event Detection and Co-reference with Minimal Supervision EMNLP 2016
Two Discourse Driven Language Models for Semantics ACL 2016
Cross-lingual Models of Word Embeddings: An Empirical Comparison ACL 2016
Grammatical Error Correction: Machine Translation and Classifiers ACL 2016
Word Embeddings with Limited Memory ACL 2016
Revisiting the Evaluation for Cross Document Event Coreference COLING 2016
Better call Saul: Flexible Programming for Learning and Inference in NLP COLING 2016
Illinois Cross-Lingual Wikifier: Grounding Entities in Many Languages to the English Wikipedia COLING 2016
Illinois Math Solver: Math Reasoning on the Web NAACL 2016
Cross-lingual Wikification Using Multilingual Embeddings NAACL 2016
Cross-Lingual Named Entity Recognition via Wikification CONLL 2016
Cross-Lingual Dataless Classification for Many Languages IJCAI 2016
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations IJCAI 2015
Joint Mention Extraction and Classification with Mention Hypergraphs EMNLP 2015
Solving Hard Coreference Problems NAACL 2015
Saul: Towards Declarative Learning Based Programming IJCAI 2015
A Joint Framework for Coreference Resolution and Mention Head Detection CONLL 2015
Improving a Pipeline Architecture for Shallow Discourse Parsing CONLL 2015
Unsupervised Sparse Vector Densification for Short Text Similarity NAACL 2015
Distributed Box-Constrained Quadratic Optimization for Dual Linear SVM ICML 2015
Solving General Arithmetic Word Problems EMNLP 2015
The Illinois-Columbia System in the CoNLL-2014 Shared Task CONLL 2014
Correcting Grammatical Verb Errors EACL 2014
Wikification and Beyond: The Challenges of Entity and Concept Grounding ACL 2014
A Discriminative Latent Variable Model for Online Clustering ICML 2014
Margin-based Decomposed Amortized Inference ACL 2013
Using Soft Constraints in Joint Inference for Clinical Concept Recognition EMNLP 2013
Relational Inference for Wikification EMNLP 2013
Joint Learning and Inference for Grammatical Error Correction EMNLP 2013
A Constrained Latent Variable Model for Coreference Resolution EMNLP 2013
End-to-End Coreference Resolution for Clinical Narratives IJCAI 2013
The University of Illinois System in the CoNLL-2013 Shared Task CONLL 2013
Leveraging Domain-Independent Information in Semantic Parsing ACL 2013
Predicting Structures in NLP: Constrained Conditional Models and Integer Linear Programming in NLP NAACL 2012
A Discriminative Model for Query Spelling Correction with Latent Structural SVM EMNLP 2012
Using Knowledge and Constraints To Find the Best Antecedent COLING 2012
Sorting out the Most Confusing English Phrasal Verbs SEMEVAL 2012
On Amortizing Inference Cost for Structured Prediction EMNLP 2012
Joint Inference for Event Timeline Construction EMNLP 2012
Automatic Event Extraction with Structured Preference Modeling ACL 2012
Learning-based Multi-Sieve Co-reference Resolution with Knowledge CONLL 2012
Joint Inference for Event Timeline Construction CONLL 2012
Illinois-Coref: The UI System in the CoNLL-2012 Shared Task CONLL 2012
Unified Expectation Maximization NAACL 2012
A Robust Shallow Temporal Reasoning System NAACL 2012
On Amortizing Inference Cost for Structured Prediction CONLL 2012
A Discriminative Model for Query Spelling Correction with Latent Structural SVM CONLL 2012
Learning-based Multi-Sieve Co-reference Resolution with Knowledge EMNLP 2012
Inference Protocols for Coreference Resolution CONLL 2011
Adapting Text instead of the Model: An Open Domain Approach CONLL 2011
Exploiting Syntactico-Semantic Structures for Relation Extraction ACL 2011
Algorithm Selection and Model Adaptation for ESL Correction Tasks ACL 2011
Local and Global Algorithms for Disambiguation to Wikipedia ACL 2011
Confidence Driven Unsupervised Semantic Parsing ACL 2011
A Joint Model for Extended Semantic Role Labeling EMNLP 2011
Minimally Supervised Event Causality Identification EMNLP 2011
Training Paradigms for Correcting Errors in Grammar and Usage NAACL 2010
Driving Semantic Parsing from the World’s Response CONLL 2010
Discriminative Learning over Constrained Latent Representations NAACL 2010
Integer Linear Programming in NLP - Constrained Conditional Models NAACL 2010
Citation Author Topic Model in Expert Search COLING 2010
Knowing What to Believe (when you already know something) COLING 2010
Exploiting Background Knowledge for Relation Extraction COLING 2010
Unsupervised Aggregation for Classification Problems with Large Numbers of Categories AISTATS 2010
The Necessity of Combining Adaptation Methods EMNLP 2010
Generating Confusion Sets for Context-Sensitive Error Correction EMNLP 2010
Constraints Based Taxonomic Relation Classification EMNLP 2010
“Ask Not What Textual Entailment Can Do for You...” ACL 2010
Starting from Scratch in Semantic Role Labeling ACL 2010
Reading to Learn: Constructing Features from Semantic Abstracts EMNLP 2009
Interactive Feature Space Construction using Semantic Information CONLL 2009
A Framework for Entailed Relation Recognition IJCNLP 2009
Minimally Supervised Model of Early Language Acquisition CONLL 2009
Design Challenges and Misconceptions in Named Entity Recognition CONLL 2009
A Framework for Entailed Relation Recognition ACL 2009
Unsupervised Constraint Driven Learning For Transliteration Discovery NAACL 2009
Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution ACL 2008
Active Sample Selection for Named Entity Transliteration ACL 2008
Transliteration as Constrained Optimization EMNLP 2008
Baby SRL: Modeling Early Language Acquisition. CONLL 2008
Understanding the Value of Features for Coreference Resolution EMNLP 2008
Guiding Semi-Supervision with Constraint-Driven Learning ACL 2007
A Pipeline Framework for Dependency Parsing ACL 2006
A Pipeline Model for Bottom-Up Dependency Parsing CONLL 2006
Named Entity Transliteration and Discovery from Multilingual Comparable Corpora NAACL 2006
A Pipeline Framework for Dependency Parsing COLING 2006
Weakly Supervised Named Entity Transliteration and Discovery from Multilingual Comparable Corpora COLING 2006
Weakly Supervised Named Entity Transliteration and Discovery from Multilingual Comparable Corpora ACL 2006
Generalized Inference with Multiple Semantic Role Labeling Systems CONLL 2005
Emotions from Text: Machine Learning for Text-based Emotion Prediction EMNLP 2005
Demonstrating an Interactive Semantic Role Labeling System EMNLP 2005
Discriminative Training of Clustering Functions: Theory and Experiments with Entity Identification CONLL 2005
Generalization Bounds for the Area Under the ROC Curve JMLR 2005
Semantic Role Labeling Via Generalized Inference Over Classifiers CONLL 2004
Robust Reading: Identification and Tracing of Ambiguous Names NAACL 2004
A Linear Programming Formulation for Global Inference in Natural Language Tasks CONLL 2004
Learning Hebrew Roots: Machine Learning with Linguistic Constraints EMNLP 2004
Semantic Role Labeling Via Integer Linear Programming Inference COLING 2004
Phrasenet: towards context sensitive lexical semantics CONLL 2003
Probabilistic Reasoning for Entity & Relation Recognition COLING 2002
Learning Question Classifiers COLING 2002
Exploring evidence for shallow parsing CONLL 2001
A Sequential Model for Multi-Class Classification EMNLP 2001
Applying System Combination to Base Noun Phrase Identification COLING 2000
Learning in Natural Language: Theory and Algorithmic Approaches CONLL 2000
Shallow Parsing by Inferencing with Classifiers CONLL 2000
A Classification Approach to Word Prediction NAACL 2000