Xiaodan Zhu

Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data EACL 2026 Entropy-Gated Branching for Efficient Test-Time Reasoning EACL 2026 SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling AAAI 2026 CoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment ACL 2026 Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing AAAI 2025 Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback EMNLP 2025 Robust Utility-Preserving Text Anonymization Based on Large Language Models ACL 2025 Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs ACL 2025 Preemptive Detection and Correction of Misaligned Actions in LLM Agents EMNLP 2025 Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025 LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models ACL 2025 Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024 SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration EMNLP 2024 SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ACL 2024 DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs ACL 2024 HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024 Ensemble Distillation for Unsupervised Constituency Parsing ICLR 2024 Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation EMNLP 2024 Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation EMNLP 2024 The State of the Art of Large Language Models on Chartered Financial Analyst Exams EMNLP 2024 Can Machine Unlearning Reduce Social Bias in Language Models? EMNLP 2024 Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models EMNLP 2024 Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks EMNLP 2023 NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic ACL 2023 Prefix Propagation: Parameter-Efficient Tuning for Long Sequences ACL 2023 A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification ACL 2023 Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification ACL 2023 Prototype-Based Interpretability for Legal Citation Prediction ACL 2023 JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ACL 2023 Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data ACL 2023 Legally Enforceable Hate Speech Detection for Public Forums EMNLP 2023 Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023 OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding EMNLP 2023 Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support EMNLP 2022 Learning Better Intent Representations for Financial Open Intent Classification EMNLP 2022 Exploring Robustness of Prefix Tuning in Noisy Data: A Case Study in Financial Sentiment Analysis EMNLP 2022 Parameter-Efficient Legal Domain Adaptation EMNLP 2022 Interpretable Low-Resource Legal Decision Making AAAI 2022 Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022 Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022 Exploring Decomposition for Table-based Fact Verification EMNLP 2021 Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing AAAI 2021 Enhancing Descriptive Image Captioning with Natural Language Inference ACL 2021 Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking ACL 2021 SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning ACL 2021 THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation ACL 2021 Detecting Speaker Personas from Conversational Texts EMNLP 2021 Unsupervised Conversation Disentanglement through Co-Training EMNLP 2021 WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge EMNLP 2021 Emotion Inference in Multi-Turn Conversations with Addressee-Aware Module and Ensemble Strategy EMNLP 2021 Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021 Enhancing Descriptive Image Captioning with Natural Language Inference IJCNLP 2021 Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking IJCNLP 2021 SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning IJCNLP 2021 THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation IJCNLP 2021 Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning NAACL 2021 SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning SEMEVAL 2021 THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation SEMEVAL 2021 End-to-End Transition-Based Online Dialogue Disentanglement IJCAI 2020 SemEval-2020 Task 4: Commonsense Validation and Explanation SEMEVAL 2020 SemEval-2020 Task 5: Counterfactual Recognition COLING 2020 SemEval-2020 Task 4: Commonsense Validation and Explanation COLING 2020 Exploring End-to-End Differentiable Natural Logic Modeling COLING 2020 Learning Cross-Modal Context Graph for Visual Grounding AAAI 2020 Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots EMNLP 2020 Program Enhanced Fact Verification with Verbalization and Graph Attention Network EMNLP 2020 Improving Image Captioning with Better Use of Caption ACL 2020 Dynamic Memory Induction Networks for Few-Shot Text Classification ACL 2020 Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment ACL 2020 SemEval-2020 Task 5: Counterfactual Recognition SEMEVAL 2020 Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots IJCNLP 2019 Induction Networks for Few-Shot Text Classification IJCNLP 2019 Deep Learning for Natural Language Inference NAACL 2019 Proceedings of the 13th International Workshop on Semantic Evaluation SEMEVAL 2019 Induction Networks for Few-Shot Text Classification EMNLP 2019 Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots EMNLP 2019 Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018 Enhancing Sentence Embedding with Generalized Pooling COLING 2018 Deep Learning for Semantic Composition ACL 2017 A Dataset for Multi-Target Stance Detection EACL 2017 Enhanced LSTM for Natural Language Inference ACL 2017 Cause-Effect Knowledge Acquisition and Neural Association Model for Solving A Set of Winograd Schema Problems IJCAI 2017 Extracting Discriminative Keyphrases with Learned Semantic Hierarchies COLING 2016 Distraction-Based Neural Networks for Modeling Document IJCAI 2016 DAG-Structured Long Short-Term Memory for Semantic Compositionality NAACL 2016 SemEval-2016 Task 6: Detecting Stance in Tweets SEMEVAL 2016 Long Short-Term Memory Over Recursive Structures ICML 2015 Revisiting Word Embedding for Contrasting Meaning ACL 2015 Revisiting Word Embedding for Contrasting Meaning IJCNLP 2015 An Empirical Study on the Effect of Negation Words on Sentiment ACL 2014 Bilingual Sentiment Consistency for Statistical Machine Translation EACL 2014 NRC-Canada-2014: Detecting Aspects and Sentiment in Customer Reviews SEMEVAL 2014 NRC-Canada-2014: Recent Improvements in the Sentiment Analysis of Tweets SEMEVAL 2014 Sentiment Analysis of Social Media Texts EMNLP 2014 NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of Tweets SEMEVAL 2013 A Normalized-Cut Alignment Model for Mapping Hierarchical Semantic Structures onto Spoken Documents CONLL 2011 Indexing Spoken Documents with Hierarchical Semantic Structures: Semantic Tree-to-string Alignment Models IJCNLP 2011 Imposing Hierarchical Browsing Structures onto Spoken Documents COLING 2010 Summarizing multiple spoken documents: finding evidence from untranscribed audio IJCNLP 2009 Improving Automatic Speech Recognition for Lectures through Transformation-based Rules Learned from Minimal Data ACL 2009 Summarizing multiple spoken documents: finding evidence from untranscribed audio ACL 2009 Improving Automatic Speech Recognition for Lectures through Transformation-based Rules Learned from Minimal Data IJCNLP 2009 A Critical Reassessment of Evaluation Baselines for Speech Summarization ACL 2008 Comparing the roles of textual, acoustic and spoken-language features on spontaneous-conversation summarization NAACL 2006 An Algorithm for Situation Classification of Chinese Verbs ACL 2000