← Authors

Kai-Wei Chang

264 papers · 2008–2026 · 21 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (17) 🌍 Conference Polyglot (21) πŸ—ΊοΈ Taxonomy Completionist (30) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (68) 🌟 Keyword Trendsetter Combo (6) 🀝 Dynamic Duo (56) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Keyword Champion πŸ† Grand Slam πŸ‘₯ Mega-Team (76) πŸ”¬ Deep Specialist (39) πŸ”₯ Unstoppable (18) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (46) ❓ The Questioner (17) πŸ’Ž Century Club (261) πŸ—ƒοΈ Keyword Collector (78)

Conferences

EMNLP (68) ACL (60) NAACL (27) IJCNLP (18) NIPS (16) ICLR (14) ICML (10) CONLL (7) EACL (7) CVPR (6) AAAI (5) JMLR (5) ICCV (4) COLING (4) INTERSPEECH (3) AACL (3) IJCAI (2) ECCV (2) AISTATS (1) SEMEVAL (1) UAI (1)

Top co-authors

Nanyun Peng (56) Cho-jui Hsieh (22) Jieyu Zhao (22) Kuan-Hao Huang (21) Rahul Gupta (19) Yixin Wan (18) Wasi Ahmad (15) Aram Galstyan (15) Da Yin (14) Pan Lu (13)

Research topics

Applications (1) Privacy (1)

Keywords

large language model (37) text classification (23) gender bia (22) vision-language model (17) language model (15) question answering (15) cross-lingual transfer (13) zero-shot learning (11) natural language processing (11) bias mitigation (11) text generation (11) word embedding (10) multimodal learning (9) representation learning (9) named entity recognition (9) transfer learning (8) bias detection (7) few-shot learning (7) adversarial robustness (7) code generation (7)

Papers

Open-Domain Safety Policy Construction EACL 2026
BILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation EACL 2026
BLUR: A Bi-Level Optimization Approach for LLM Unlearning EACL 2026
Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025
The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects ACL 2025
White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs ACL 2025
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025
Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety NAACL 2025
On Localizing and Deleting Toxic Memories in Large Language Models NAACL 2025
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate NAACL 2025
Contrastive Visual Data Augmentation ICML 2025
SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SEMEVAL 2025
Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025
Contradiction Retrieval via Contrastive Learning with Sparsity ICML 2025
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search ICML 2025
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation ICLR 2025
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks ICLR 2025
VideoPhy: Evaluating Physical Commonsense for Video Generation ICLR 2025
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ICLR 2025
Controllable Generation via Locally Constrained Resampling ICLR 2025
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models ICLR 2025
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025
MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations ICLR 2025
Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025
STIV: Scalable Text and Image Conditioned Video Generation ICCV 2025
Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases EMNLP 2025
LUME: LLM Unlearning with Multitask Evaluations EMNLP 2025
Not Every Token Needs Forgetting: Selective Unlearning Balancing Forgetting and Utility in Large Language Models EMNLP 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025
Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models CVPR 2025
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning CVPR 2025
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding COLING 2025
SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models ACL 2025
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation ACL 2025
V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning ACL 2025
DRS: Deep Question Reformulation With Structured Output ACL 2025
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation ACL 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling ACL 2025
SYNTHIA: Novel Concept Design with Affordance Composition ACL 2025
Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024
Matryoshka Query Transformer for Large Vision-Language Models NIPS 2024
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images NIPS 2024
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation NIPS 2024
SafeWorld: Geo-Diverse Safety Alignment NIPS 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension NIPS 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024
Agent Lumos: Unified and Modular Training for Open-Source Language Agents ACL 2024
KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation ACL 2024
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data ACL 2024
Codec-SUPERB: An In-Depth Analysis of Sound Codec Models ACL 2024
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction ACL 2024
Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought COLING 2024
Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024
On Leveraging Encoder-only Pre-trained Language Models for Effective Keyphrase Generation COLING 2024
VideoCon: Robust Video-Language Alignment via Contrast Captions CVPR 2024
Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis EACL 2024
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? ECCV 2024
The Hard Positive Truth about Vision-Language Compositionality ECCV 2024
FLIRT: Feedback Loop In-context Red Teaming EMNLP 2024
QUDSELECT: Selective Decoding for Questions Under Discussion Parsing EMNLP 2024
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models EMNLP 2024
The Factuality Tax of Diversity-Intervened Text-to-Image Generation: Benchmark and Fact-Augmented Intervention EMNLP 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness EMNLP 2024
Control Large Language Models via Divide and Conquer EMNLP 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning EMNLP 2024
MACAROON: Training Vision-Language Models To Be Your Engaged Partners EMNLP 2024
MetaKP: On-Demand Keyphrase Generation EMNLP 2024
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs EMNLP 2024
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification EMNLP 2024
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts ICLR 2024
CoBIT: A Contrastive Bi-directional Image-Text Generation Model ICLR 2024
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models ICML 2024
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension ICML 2024
On Prompt-Driven Safeguarding for Large Language Models ICML 2024
Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks INTERSPEECH 2024
Mitigating Bias for Question Answering Models by Tracking Bias Influence NAACL 2024
CASA: Causality-driven Argument Sufficiency Assessment NAACL 2024
Contextual Label Projection for Cross-Lingual Structured Prediction NAACL 2024
Event Detection from Social Media for Epidemic Prediction NAACL 2024
The steerability of large language models toward data-driven personas NAACL 2024
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies NAACL 2024
BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation NAACL 2024
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent NIPS 2023
ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression INTERSPEECH 2023
UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding ACL 2023
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages EACL 2023
Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment? ACL 2023
AVATAR: A Parallel Corpus for Java-Python Program Translation ACL 2023
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning ICLR 2023
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations ACL 2023
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation ACL 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer AACL 2023
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies EACL 2023
Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023
GIVL: Improving Geographical Inclusivity of Vision-Language Models With Pre-Training Methods CVPR 2023
REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory CVPR 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer IJCNLP 2023
A Survey of Deep Learning for Mathematical Reasoning ACL 2023
PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English ACL 2023
On the Paradox of Learning to Reason from Data IJCAI 2023
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023
Symbolic Chain-of-Thought Distillation: Small Models Can Also β€œThink” Step-by-Step ACL 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation ACL 2023
Efficient Shapley Values Estimation by Amortization for Text Classification ACL 2023
LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following EMNLP 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023
Text encoders bottleneck compositionality in contrastive vision-language models EMNLP 2023
Rethinking Model Selection and Decoding for Keyphrase Generation with Pre-trained Sequence-to-Sequence Models EMNLP 2023
What’s β€œup” with vision-language models? Investigating their struggle with spatial reasoning EMNLP 2023
β€œKelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems EMNLP 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023
TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023
Resolving Ambiguities in Text-to-Image Generative Models ACL 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NIPS 2023
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints NIPS 2023
DesCo: Learning Object Recognition with Rich Language Descriptions NIPS 2023
The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks ACL 2023
Indirectly Supervised Natural Language Processing ACL 2023
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning ICCV 2023
On the Sensitivity and Stability of Model Interpretations in NLP ACL 2022
Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022
DEGREE: A Data-Efficient Generation-Based Event Extraction Model NAACL 2022
Using Item Response Theory to Measure Gender and Racial Bias of a BERT-based Automated English Speech Assessment System NAACL 2022
On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs NIPS 2022
Semantic Probabilistic Layers for Neuro-Symbolic Learning NIPS 2022
Controllable Text Generation with Neurally-Decomposed Oracle NIPS 2022
Neuro-symbolic entropy regularization UAI 2022
Representation Learning for Resource-Constrained Keyphrase Generation EMNLP 2022
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations EMNLP 2022
Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022
Conditional Supervised Contrastive Learning for Fair Text Classification EMNLP 2022
An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks INTERSPEECH 2022
Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding EMNLP 2022
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations ACL 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL 2022
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples ACL 2022
Improving the Adversarial Robustness of NLP Models by Information Bottleneck ACL 2022
Weight Perturbation as Defense against Adversarial Word Substitutions EMNLP 2022
How Much Can CLIP Benefit Vision-and-Language Tasks? ICLR 2022
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering NIPS 2022
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL 2022
Measuring Fairness of Text Classifiers via Prediction Sensitivity ACL 2022
How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? EMNLP 2022
On Measures of Biases and Harms in NLP AACL 2022
PYLON: A PyTorch Framework for Learning with Constraints AAAI 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models EMNLP 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation EMNLP 2022
Grounded Language-Image Pre-Training CVPR 2022
Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense EMNLP 2022
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions NAACL 2021
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention ACL 2021
Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification ACL 2021
Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? ACL 2021
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention IJCNLP 2021
Societal Biases in Language Generation: Progress and Challenges IJCNLP 2021
Intent Classification and Slot Filling for Privacy Policies IJCNLP 2021
Syntax-augmented Multilingual BERT for Cross-lingual Transfer IJCNLP 2021
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble IJCNLP 2021
Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification IJCNLP 2021
Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? IJCNLP 2021
Societal Biases in Language Generation: Progress and Challenges ACL 2021
Intent Classification and Slot Filling for Privacy Policies ACL 2021
Syntax-augmented Multilingual BERT for Cross-lingual Transfer ACL 2021
On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021
Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies EMNLP 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning EMNLP 2021
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution EMNLP 2021
Robustness and Adversarial Examples in Natural Language Processing EMNLP 2021
Retrieval Augmented Code Generation and Summarization EMNLP 2021
Relation-Guided Pre-Training for Open-Domain Question Answering EMNLP 2021
β€œNice Try, Kiddo”: Investigating Ad Hominems in Dialogue Responses NAACL 2021
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models NAACL 2021
Unified Pre-training for Program Understanding and Generation NAACL 2021
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation NAACL 2021
Adapting Coreference Resolution for Processing Violent Death Narratives NAACL 2021
Evaluating the Values of Sources in Transfer Learning NAACL 2021
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs EACL 2021
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference AAAI 2021
An Integer Linear Programming Framework for Mining Constraints from Data ICML 2021
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction AAAI 2021
Robustness Verification for Transformers ICLR 2020
On the Robustness of Language Encoders against Grammatical Errors ACL 2020
A Transformer-based Approach for Source Code Summarization ACL 2020
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics ACL 2020
β€œThe Boating Store Had Its Best Sail Ever”: Pronunciation-attentive Contextualized Pun Recognition ACL 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer ACL 2020
Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ACL 2020
What Does BERT with Vision Look At? ACL 2020
Learning Directional Sentence-Pair Embedding for Natural Language Reasoning (Student Abstract) AAAI 2020
Towards Understanding Gender Bias in Relation Extraction ACL 2020
Towards Controllable Biases in Language Generation EMNLP 2020
Cross-Lingual Dependency Parsing by POS-Guided Word Reordering EMNLP 2020
PolicyQA: A Reading Comprehension Dataset for Privacy Policies EMNLP 2020
Generating Sports News from Live Commentary: A Chinese Dataset for Sports Game Summarization AACL 2020
Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond NIPS 2020
LOGAN: Local Group Bias Detection by Clustering EMNLP 2020
Learning Bilingual Word Embeddings Using Lexical Definitions ACL 2019
Learning to Represent Bilingual Dictionaries CONLL 2019
Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CONLL 2019
Gender Bias in Contextualized Word Embeddings NAACL 2019
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing EMNLP 2019
Robust Text Classifier on Test-Time Budgets EMNLP 2019
Retrofitting Contextualized Word Embeddings with Paraphrases EMNLP 2019
The Woman Worked as a Babysitter: On Biases in Language Generation EMNLP 2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification EMNLP 2019
Examining Gender Bias in Languages with Grammatical Gender EMNLP 2019
Bias and Fairness in Natural Language Processing EMNLP 2019
Visualizing Trends of Key Roles in News Articles EMNLP 2019
Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations ICCV 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review ACL 2019
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing IJCNLP 2019
Robust Text Classifier on Test-Time Budgets IJCNLP 2019
Retrofitting Contextualized Word Embeddings with Paraphrases IJCNLP 2019
The Woman Worked as a Babysitter: On Biases in Language Generation IJCNLP 2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification IJCNLP 2019
Examining Gender Bias in Languages with Grammatical Gender IJCNLP 2019
Bias and Fairness in Natural Language Processing IJCNLP 2019
Visualizing Trends of Key Roles in News Articles IJCNLP 2019
Learning Word Embeddings for Low-Resource Languages by PU Learning NAACL 2018
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment IJCAI 2018
Building Language Models for Text with Named Entities ACL 2018
Multi-Task Learning for Document Ranking and Query Suggestion ICLR 2018
Learning Gender-Neutral Word Embeddings EMNLP 2018
Generating Natural Language Adversarial Examples EMNLP 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL 2018
Counterfactual Language Model Adaptation for Suggesting Phrases IJCNLP 2017
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP 2017
Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems EMNLP 2016
A Credit Assignment Compiler for Joint Prediction NIPS 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings NIPS 2016
A Joint Framework for Coreference Resolution and Mention Head Detection CONLL 2015
Hands-on Learning to Search for Structured Prediction NAACL 2015
Learning to Search Better than Your Teacher ICML 2015
A Discriminative Latent Variable Model for Online Clustering ICML 2014
Typed Tensor Decomposition of Knowledge Bases for Relation Extraction EMNLP 2014
The Illinois-Columbia System in the CoNLL-2014 Shared Task CONLL 2014
The University of Illinois System in the CoNLL-2013 Shared Task CONLL 2013
A Constrained Latent Variable Model for Coreference Resolution EMNLP 2013
Multi-Relational Latent Semantic Analysis EMNLP 2013
Illinois-Coref: The UI System in the CoNLL-2012 Shared Task CONLL 2012
Inference Protocols for Coreference Resolution CONLL 2011
A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification JMLR 2010
Iterative Scaling and Coordinate Descent Methods for Maximum Entropy Models JMLR 2010
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM JMLR 2010
Iterative Scaling and Coordinate Descent Methods for Maximum Entropy ACL 2009
Iterative Scaling and Coordinate Descent Methods for Maximum Entropy IJCNLP 2009
Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines JMLR 2008
LIBLINEAR: A Library for Large Linear Classification JMLR 2008