Kai-Wei Chang

Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner ACL 2026 From Narrow Unlearning to Emergent Misalignment in LLMs ACL 2026 Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models ACL 2026 Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy ACL 2026 SWAN: Semantic Watermarking with Abstract Meaning Representation ACL 2026 Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability ACL 2026 MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks ACL 2026 VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval ACL 2026 InsideOut: Measuring and Mitigating Insider–Outsider Bias in Interview Script Generation ACL 2026 Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions ACL 2026 LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs ACL 2026 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 Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society ACL 2026 ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System ACL 2026 MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ICLR 2025 VideoPhy: Evaluating Physical Commonsense for 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 LUME: LLM Unlearning with Multitask Evaluations EMNLP 2025 QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search ICML 2025 Contradiction Retrieval via Contrastive Learning with Sparsity ICML 2025 Contrastive Visual Data Augmentation ICML 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 Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate NAACL 2025 On Localizing and Deleting Toxic Memories in Large Language Models NAACL 2025 Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety NAACL 2025 BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025 Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025 SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SEMEVAL 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 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 Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation ACL 2025 SYNTHIA: Novel Concept Design with Affordance Composition ACL 2025 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 Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025 Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases EMNLP 2025 SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation ICLR 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 Not Every Token Needs Forgetting: Selective Unlearning Balancing Forgetting and Utility in Large Language Models EMNLP 2025 STIV: Scalable Text and Image Conditioned Video Generation ICCV 2025 MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations ICLR 2025 LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025 MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models ICLR 2025 Controllable Generation via Locally Constrained Resampling ICLR 2025 Enhancing Large Vision Language Models with Self-Training on Image Comprehension NIPS 2024 ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models ICML 2024 Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024 MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts ICLR 2024 CoBIT: A Contrastive Bi-directional Image-Text Generation Model ICLR 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 BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation NAACL 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 Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies NAACL 2024 The steerability of large language models toward data-driven personas NAACL 2024 Event Detection from Social Media for Epidemic Prediction NAACL 2024 Contextual Label Projection for Cross-Lingual Structured Prediction NAACL 2024 CASA: Causality-driven Argument Sufficiency Assessment NAACL 2024 Mitigating Bias for Question Answering Models by Tracking Bias Influence NAACL 2024 Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks INTERSPEECH 2024 On Prompt-Driven Safeguarding for Large Language Models ICML 2024 Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension 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 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 Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NIPS 2023 Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies EACL 2023 Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages EACL 2023 “Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023 ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression INTERSPEECH 2023 LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following EMNLP 2023 PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English ACL 2023 A Survey of Deep Learning for Mathematical Reasoning ACL 2023 Resolving Ambiguities in Text-to-Image Generative Models ACL 2023 TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023 Efficient Shapley Values Estimation by Amortization for Text Classification ACL 2023 ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation ACL 2023 GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023 Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-Step ACL 2023 Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer IJCNLP 2023 On the Paradox of Learning to Reason from Data IJCAI 2023 Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023 Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023 Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023 Text encoders bottleneck compositionality in contrastive vision-language models 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 Rethinking Model Selection and Decoding for Keyphrase Generation with Pre-trained Sequence-to-Sequence Models EMNLP 2023 CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning ICCV 2023 DesCo: Learning Object Recognition with Rich Language Descriptions NIPS 2023 A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints NIPS 2023 AVIS: Autonomous Visual Information Seeking with Large Language Model Agent NIPS 2023 Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning ICLR 2023 Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer AACL 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 What’s “up” with vision-language models? Investigating their struggle with spatial reasoning EMNLP 2023 MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023 The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks ACL 2023 Indirectly Supervised Natural Language Processing ACL 2023 UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding ACL 2023 AVATAR: A Parallel Corpus for Java-Python Program Translation ACL 2023 PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation ACL 2023 Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations ACL 2023 Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment? ACL 2023 Conditional Supervised Contrastive Learning for Fair Text Classification EMNLP 2022 Semantic Probabilistic Layers for Neuro-Symbolic Learning NIPS 2022 Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding EMNLP 2022 Weight Perturbation as Defense against Adversarial Word Substitutions EMNLP 2022 Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022 Using Item Response Theory to Measure Gender and Racial Bias of a BERT-based Automated English Speech Assessment System NAACL 2022 DEGREE: A Data-Efficient Generation-Based Event Extraction Model NAACL 2022 Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022 An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks INTERSPEECH 2022 Controllable Text Generation with Neurally-Decomposed Oracle NIPS 2022 Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering NIPS 2022 Neuro-symbolic entropy regularization UAI 2022 How Much Can CLIP Benefit Vision-and-Language Tasks? ICLR 2022 On Measures of Biases and Harms in NLP AACL 2022 PYLON: A PyTorch Framework for Learning with Constraints AAAI 2022 SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022 How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? EMNLP 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 Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense EMNLP 2022 Improving the Adversarial Robustness of NLP Models by Information Bottleneck ACL 2022 Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples ACL 2022 Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL 2022 Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022 Representation Learning for Resource-Constrained Keyphrase Generation EMNLP 2022 Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations EMNLP 2022 On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations ACL 2022 Measuring Fairness of Text Classifiers via Prediction Sensitivity ACL 2022 Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL 2022 On the Sensitivity and Stability of Model Interpretations in NLP ACL 2022 Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022 Grounded Language-Image Pre-Training CVPR 2022 On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs NIPS 2022 Evaluating the Values of Sources in Transfer Learning NAACL 2021 GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction AAAI 2021 Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference AAAI 2021 Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention ACL 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 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble 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 Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs EACL 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 An Integer Linear Programming Framework for Mining Constraints from Data ICML 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 “Nice 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 Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions NAACL 2021 “The Boating Store Had Its Best Sail Ever”: Pronunciation-attentive Contextualized Pun Recognition ACL 2020 Towards Understanding Gender Bias in Relation Extraction ACL 2020 Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ACL 2020 PolicyQA: A Reading Comprehension Dataset for Privacy Policies EMNLP 2020 Cross-Lingual Dependency Parsing by POS-Guided Word Reordering EMNLP 2020 Towards Controllable Biases in Language Generation EMNLP 2020 On the Robustness of Language Encoders against Grammatical Errors ACL 2020 Robustness Verification for Transformers ICLR 2020 SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics ACL 2020 A Transformer-based Approach for Source Code Summarization ACL 2020 What Does BERT with Vision Look At? ACL 2020 Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer ACL 2020 LOGAN: Local Group Bias Detection by Clustering EMNLP 2020 Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond NIPS 2020 Learning Directional Sentence-Pair Embedding for Natural Language Reasoning (Student Abstract) AAAI 2020 Generating Sports News from Live Commentary: A Chinese Dataset for Sports Game Summarization AACL 2020 On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019 Examining Gender Bias in Languages with Grammatical Gender EMNLP 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 Bilingual Word Embeddings Using Lexical Definitions ACL 2019 Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019 Mitigating Gender Bias in Natural Language Processing: Literature Review ACL 2019 Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification EMNLP 2019 The Woman Worked as a Babysitter: On Biases in Language Generation EMNLP 2019 Retrofitting Contextualized Word Embeddings with Paraphrases EMNLP 2019 Gender Bias in Contextualized Word Embeddings NAACL 2019 Robust Text Classifier on Test-Time Budgets EMNLP 2019 Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing EMNLP 2019 Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CONLL 2019 Learning to Represent Bilingual Dictionaries CONLL 2019 Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations ICCV 2019 Visualizing Trends of Key Roles in News Articles EMNLP 2019 Bias and Fairness in Natural Language Processing EMNLP 2019 Generating Natural Language Adversarial Examples EMNLP 2018 Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL 2018 Learning Word Embeddings for Low-Resource Languages by PU Learning NAACL 2018 Multi-Task Learning for Document Ranking and Query Suggestion ICLR 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 Learning Gender-Neutral Word Embeddings EMNLP 2018 Counterfactual Language Model Adaptation for Suggesting Phrases IJCNLP 2017 Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP 2017 Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings NIPS 2016 A Credit Assignment Compiler for Joint Prediction NIPS 2016 Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems EMNLP 2016 Learning to Search Better than Your Teacher ICML 2015 A Joint Framework for Coreference Resolution and Mention Head Detection CONLL 2015 Hands-on Learning to Search for Structured Prediction NAACL 2015 The Illinois-Columbia System in the CoNLL-2014 Shared Task CONLL 2014 A Discriminative Latent Variable Model for Online Clustering ICML 2014 Typed Tensor Decomposition of Knowledge Bases for Relation Extraction EMNLP 2014 A Constrained Latent Variable Model for Coreference Resolution EMNLP 2013 Multi-Relational Latent Semantic Analysis EMNLP 2013 The University of Illinois System in the CoNLL-2013 Shared Task CONLL 2013 Illinois-Coref: The UI System in the CoNLL-2012 Shared Task CONLL 2012 Inference Protocols for Coreference Resolution CONLL 2011 Iterative Scaling and Coordinate Descent Methods for Maximum Entropy Models JMLR 2010 A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification 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 LIBLINEAR: A Library for Large Linear Classification JMLR 2008 Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines JMLR 2008