Lizhen Qu

LePREC: Reasoning as Classification over Structured Factors for Assessing Relevance of Legal Issues ACL 2026 LiveCultureBench: a Multi-Agent, Multi-Cultural Benchmark for Large Language Models in Dynamic Social Simulations ACL 2026 The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph ICML 2025 NAP2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human EMNLP 2025 Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025 Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search EMNLP 2025 SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media ACL 2025 LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews ACL 2025 IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data ACL 2025 On the Reliability of Large Language Models for Causal Discovery ACL 2025 SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models ACL 2025 Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models AACL 2025 Audio Is the Achilles’ Heel: Red Teaming Audio Large Multimodal Models NAACL 2025 CultureInstruct: Curating Multi-Cultural Instructions at Scale NAACL 2025 ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning NAACL 2025 CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems COLING 2025 DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement EMNLP 2025 Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models IJCNLP 2025 Importance-Aware Data Augmentation for Document-Level Neural Machine Translation EACL 2024 Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction EMNLP 2024 Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues EMNLP 2024 Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models EMNLP 2024 Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding COLING 2024 RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations NAACL 2024 Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation ICLR 2024 Generative Region-Language Pretraining for Open-Ended Object Detection CVPR 2024 Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights EMNLP 2024 IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models ACL 2024 Let’s Negotiate! A Survey of Negotiation Dialogue Systems EACL 2024 FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP ACL 2023 FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices EMNLP 2023 Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023 The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning ACL 2023 FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing ACL 2023 FedPETuning: When Federated Learning Meets the Parameter-Efficient Tuning Methods of Pre-trained Language Models ACL 2023 Learning Object-Language Alignments for Open-Vocabulary Object Detection ICLR 2023 Document Flattening: Beyond Concatenating Context for Document-Level Neural Machine Translation EACL 2023 ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities EACL 2023 TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce EMNLP 2023 Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022 Multimodal Transformer with Variable-Length Memory for Vision-and-Language Navigation ECCV 2022 Federated Model Decomposition with Private Vocabulary for Text Classification EMNLP 2022 Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022 On Robustness of Neural Semantic Parsers EACL 2021 Few-Shot Semantic Parsing for New Predicates EACL 2021 Neural-Symbolic Commonsense Reasoner with Relation Predictors IJCNLP 2021 Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers EMNLP 2021 Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model EMNLP 2021 Neural-Symbolic Commonsense Reasoner with Relation Predictors ACL 2021 Personal Information Leakage Detection in Conversations EMNLP 2020 CosMo: Conditional Seq2Seq-based Mixture Model for Zero-Shot Commonsense Question Answering COLING 2020 Context Dependent Semantic Parsing: A Survey COLING 2020 ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation EMNLP 2019 ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation IJCNLP 2019 Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection ICLR 2019 Demographic Inference on Twitter using Recursive Neural Networks ACL 2017 Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach CVPR 2017 Automatic Generation of Grounded Visual Questions IJCAI 2017 f-GANs in an Information Geometric Nutshell NIPS 2017 Neighborhood Mixture Model for Knowledge Base Completion CONLL 2016 Named Entity Recognition for Novel Types by Transfer Learning EMNLP 2016 STransE: a novel embedding model of entities and relationships in knowledge bases NAACL 2016 Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks CONLL 2015 A Weakly Supervised Model for Sentence-Level Semantic Orientation Analysis with Multiple Experts CONLL 2012 A Weakly Supervised Model for Sentence-Level Semantic Orientation Analysis with Multiple Experts EMNLP 2012 The Bag-of-Opinions Method for Review Rating Prediction from Sparse Text Patterns COLING 2010