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Xiaodan Zhu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

108

Venues

27

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

108 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAISPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling.Md Imbesat Hassan Rizvi, Xiaodan Zhu, Iryna Gurevych
2026ACLCoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment.Radin Shayanfar, Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
2026EACLEntropy-Gated Branching for Efficient Test-Time Reasoning.Xianzhi Li, Ethan Callanan, Abdellah Ghassel, Xiaodan Zhu
2026EACLChat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data.Paul Quinlan, Qingguo Li, Xiaodan Zhu
2025AAAIError Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing.Behzad Shayegh, Hobie H.-B. Lee, Xiaodan Zhu, Jackie Chi Kit Cheung, Lili Mou
2025ACLRobust Utility-Preserving Text Anonymization Based on Large Language Models.Tianyu Yang, Xiaodan Zhu, Iryna Gurevych
2025ACLFine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs.Haritz Puerto, Tilek Chubakov, Xiaodan Zhu, Harish Tayyar Madabushi, Iryna Gurevych
2025ACLLLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models.Marcus Tantakoun, Christian Muise, Xiaodan Zhu
2025AIAligning Language Models Using Multi-Objective Deep Reinforcement Learning.Yage Zhang, Xiaodan Zhu, Yifeng Li
2025EMNLPPreemptive Detection and Correction of Misaligned Actions in LLM Agents.Haishuo Fang, Xiaodan Zhu, Iryna Gurevych
2025EMNLPTowards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback.Chu Fei Luo, Samuel Dahan, Xiaodan Zhu
2024ACLDARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs.Haishuo Fang, Xiaodan Zhu, Iryna Gurevych
2024ACLSpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models.Md Imbesat Hassan Rizvi, Xiaodan Zhu, Iryna Gurevych
2024EMNLPCan Machine Unlearning Reduce Social Bias in Language Models?Omkar Dige, Diljot Arneja, Tsz Fung Yau, Qixuan Zhang, Mohammad Bolandraftar, Xiaodan Zhu, Faiza Khan Khattak
2024EMNLPFine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation.Xianzhi Li, Ran Zmigrod, Zhiqiang Ma, Xiaomo Liu, Xiaodan Zhu
2024EMNLPMisinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation.Chu Fei Luo, Radin Shayanfar, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
2024EMNLPThe State of the Art of Large Language Models on Chartered Financial Analyst Exams.Mahmoud Mahfouz, Ethan Callanan, Mathieu Sibue, Antony Papadimitriou, Zhiqiang Ma, Xiaomo Liu, Xiaodan Zhu
2024EMNLPCode Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs.Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych
2024EMNLPSMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration.Yuanhao Shen, Xiaodan Zhu, Lei Chen
2024EMNLPExploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models.Zi'ou Zheng, Christopher Malon, Martin Renqiang Min, Xiaodan Zhu
2024ICLREnsemble Distillation for Unsupervised Constituency Parsing.Behzad Shayegh, Yanshuai Cao, Xiaodan Zhu, Jackie C. K. Cheung, Lili Mou
2023ACLPrefix Propagation: Parameter-Efficient Tuning for Long Sequences.Jonathan Li, Will Aitken, Rohan Bhambhoria, Xiaodan Zhu
2023ACLA Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification.Rohan Bhambhoria, Lei Chen, Xiaodan Zhu
2023ACLPrototype-Based Interpretability for Legal Citation Prediction.Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
2023ACLWeighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification.Tianqi Wang, Lei Chen, Xiaodan Zhu, Younghun Lee, Jing Gao
2023ACLJECC: Commonsense Reasoning Tasks Derived from Interactive Fictions.Mo Yu, Yi Gu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael A. Greenspan, Murray Campbell, Chuang Gan
2023ACLNatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic.Zi'ou Zheng, Xiaodan Zhu
2023AIParameter-Efficient Methods for Metastases Detection fromClinical Notes.Maede Ashofteh Barabadi, Xiaodan Zhu, Wai-Yip Chan, Amber L. Simpson, Richard K. G. Do
2023AIGuided Learning of Human Sensor Models with Low-Level Grounding.Paul Quinlan, Qingguo Li, Xiaodan Zhu
2023EMNLPAre ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks.Xianzhi Li, Samuel Chan, Xiaodan Zhu, Yulong Pei, Zhiqiang Ma, Xiaomo Liu, Sameena Shah
2023EMNLPKnowledge-Selective Pretraining for Attribute Value Extraction.Hui Liu, Qingyu Yin, Zhengyang Wang, Chenwei Zhang, Haoming Jiang, Yifan Gao, Zheng Li, Xian Li, Chao Zhang, Bing Yin, William Wang, Xiaodan Zhu
2023EMNLPLegally Enforceable Hate Speech Detection for Public Forums.Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
2023EMNLPOssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding.Zhan Shi, Guoyin Wang, Ke Bai, Jiwei Li, Xiang Li, Qingjun Cui, Belinda Zeng, Trishul Chilimbi, Xiaodan Zhu
2023JURIXOpenJustice.ai: A Global Open-Source Legal Language Model.Samuel Dahan, Rohan Bhambhoria, David Liang, Xiaodan Zhu
2023KDDRobust NLP for Finance (RobustFin).Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen
2023SIGIRKnowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop.Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta
2022AAAIInterpretable Low-Resource Legal Decision Making.Rohan Bhambhoria, Hui Liu, Samuel Dahan, Xiaodan Zhu
2022AAAIImproving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations.Zhan Shi, Yilin Shen, Hongxia Jin, Xiaodan Zhu
2022AIEvaluating Explanation Correctness in Legal Decision Making.Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
2022EMNLPDeveloping Prefix-Tuning Models for Hierarchical Text Classification.Lei Chen, Hou Wei Chou, Xiaodan Zhu
2021AAAIDynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing.Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
2021ACLPreview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking.Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu
2021ACLEnhancing Descriptive Image Captioning with Natural Language Inference.Zhan Shi, Hui Liu, Xiaodan Zhu
2021ACSSCImproving Depression Assessment With Multi-Task Learning From Speech and Text Information.Clinton Lau, Wai-Yip Chan, Xiaodan Zhu
2021AIInvestigating the State-of-the-Art Performance and Explainability of Legal Judgment Prediction.Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
2021AIEnhancing Pretrained Models with Domain Knowledge.Yufei Feng, Michael A. Greenspan, Xiaodan Zhu
2021AIextending PySyft with N.-IID Federated Learning Benchmarkby Houda Bouraqqadi, Ayoub Berrag, Mohamed Mhaouach, Afaf Bouhoute, Khalid Fardousse, and Ismail Berrada: Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games.Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu
2021AIClass-wise Calibration: A Case Study on COVID-19 Hate Speech.Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
2021AIDescriptive Image Captioning with Salient Retrieval Priors.Zhan Shi, Hui Liu, Xiaodan Zhu
2021CIKMIdentifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization.Lei Shen, Haolan Zhan, Xin Shen, Hongshen Chen, Xiaofang Zhao, Xiaodan Zhu
2021EMNLPUnsupervised Conversation Disentanglement through Co-Training.Hui Liu, Zhan Shi, Xiaodan Zhu
2021EMNLPDetecting Speaker Personas from Conversational Texts.Jia-Chen Gu, Zhen-Hua Ling, Yu Wu, Quan Liu, Zhigang Chen, Xiaodan Zhu
2021EMNLPWinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge.Weinan He, Canming Huang, Yongmei Liu, Xiaodan Zhu
2021EMNLPEmotion Inference in Multi-Turn Conversations with Addressee-Aware Module and Ensemble Strategy.Dayu Li, Xiaodan Zhu, Yang Li, Suge Wang, Deyu Li, Jian Liao, Jianxing Zheng
2021EMNLPRetrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning.Zhan Shi, Hui Liu, Martin Renqiang Min, Christopher Malon, Li Erran Li, Xiaodan Zhu
2021EMNLPExploring Decomposition for Table-based Fact Verification.Xiaoyu Yang, Xiaodan Zhu
2021ICASSPHave You Made a Decision? Where? A Pilot Study on Interpretability of Polarity Analysis Based on Advising Problem.Tianda Li, Jia-Chen Gu, Hui Liu, Quan Liu, Zhen-Hua Ling, Zhiming Su, Xiaodan Zhu
2021NAACLImproving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning.Hui Liu, Danqing Zhang, Bing Yin, Xiaodan Zhu
2021SIGIRPartner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots.Jia-Chen Gu, Hui Liu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu
2020AAAILearning Cross-Modal Context Graph for Visual Grounding.Yongfei Liu, Bo Wan, Xiaodan Zhu, Xuming He
2020ACLLearning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment.Yinpei Dai, Hangyu Li, Chengguang Tang, Yongbin Li, Jian Sun, Xiaodan Zhu
2020ACLDynamic Memory Induction Networks for Few-Shot Text Classification.Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu
2020ACLImproving Image Captioning with Better Use of Caption.Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu
2020AIExploring Deep Anomaly Detection Methods Based on Capsule Net.Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li
2020CIKMSpeaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots.Jia-Chen Gu, Tianda Li, Quan Liu, Zhen-Hua Ling, Zhiming Su, Si Wei, Xiaodan Zhu
2020COLINGExploring End-to-End Differentiable Natural Logic Modeling.Yufei Feng, Zi'ou Zheng, Quan Liu, Michael A. Greenspan, Xiaodan Zhu
2020EMNLPFiltering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots.Jia-Chen Gu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu
2020EMNLPProgram Enhanced Fact Verification with Verbalization and Graph Attention Network.Xiaoyu Yang, Feng Nie, Yufei Feng, Quan Liu, Zhigang Chen, Xiaodan Zhu
2020ICIPMulti-Modal Fusion With Observation Points For Skeleton Action Recognition.Iqbal Singh, Xiaodan Zhu, Michael A. Greenspan
2020IJCAIEnd-to-End Transition-Based Online Dialogue Disentanglement.Hui Liu, Zhan Shi, Jia-Chen Gu, Quan Liu, Si Wei, Xiaodan Zhu
2020IJCNNAnomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning.Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li
2020IJCNNCapsule Deep Generative Model That Forms Parse Trees.Yifeng Li, Xiaodan Zhu, Richard Naud, Pengcheng Xi
2019AIEnhancing Unsupervised Pretraining with External Knowledge for Natural Language Inference.Xiaoyu Yang, Xiaodan Zhu, Huasha Zhao, Qiong Zhang, Yufei Feng
2019EMNLPInduction Networks for Few-Shot Text Classification.Ruiying Geng, Binhua Li, Yongbin Li, Xiaodan Zhu, Ping Jian, Jian Sun
2019EMNLPDually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots.Jia-Chen Gu, Zhen-Hua Ling, Xiaodan Zhu, Quan Liu
2019ICANNCapsule Generative Models.Yifeng Li, Xiaodan Zhu
2019NAACLDeep Learning for Natural Language Inference.Samuel R. Bowman, Xiaodan Zhu
2018ACLNeural Natural Language Inference Models Enhanced with External Knowledge.Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Diana Inkpen, Si Wei
2018COLINGEnhancing Sentence Embedding with Generalized Pooling.Qian Chen, Zhen-Hua Ling, Xiaodan Zhu
2018IJCNNExponential Family Restricted Boltzmann Machines and Annealed Importance Sampling.Yifeng Li, Xiaodan Zhu
2018INFOCOMDeepDecision: A Mobile Deep Learning Framework for Edge Video Analytics.Xukan Ran, Haoliang Chen, Xiaodan Zhu, Zhenming Liu, Jiasi Chen
2018SIGMODQAGView: Interactively Summarizing High-Valued Aggregate Query Answers.Yuhao Wen, Xiaodan Zhu, Sudeepa Roy, Jun Yang
2017ACLEnhanced LSTM for Natural Language Inference.Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Si Wei, Hui Jiang, Diana Inkpen
2017ACLDeep Learning for Semantic Composition.Xiaodan Zhu, Edward Grefenstette
2017EACLA Dataset for Multi-Target Stance Detection.Parinaz Sobhani, Diana Inkpen, Xiaodan Zhu
2017IJCAICause-Effect Knowledge Acquisition and Neural Association Model for Solving A Set of Winograd Schema Problems.Quan Liu, Hui Jiang, Andrew Evdokimov, Zhen-Hua Ling, Xiaodan Zhu, Si Wei, Yu Hu
2016COLINGExtracting Discriminative Keyphrases with Learned Semantic Hierarchies.Yunli Wang, Yong Jin, Xiaodan Zhu, Cyril Goutte
2016IJCAIDistraction-Based Neural Networks for Modeling Document.Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Si Wei, Hui Jiang
2016LRECA Dataset for Detecting Stance in Tweets.Saif M. Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, Xiaodan Zhu, Colin Cherry
2016NAACLDAG-Structured Long Short-Term Memory for Semantic Compositionality.Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo
2015ACLRevisiting Word Embedding for Contrasting Meaning.Zhigang Chen, Wei Lin, Qian Chen, Xiaoping Chen, Si Wei, Hui Jiang, Xiaodan Zhu
2015ICMLLong Short-Term Memory Over Recursive Structures.Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo
2015IJCNNParallel algorithms for a neurodynamic optimization system realized on GPU and applied to recovering compressively sensed signals.Xiaodan Zhu, Chengan Guo
2014ACLAn Empirical Study on the Effect of Negation Words on Sentiment.Xiaodan Zhu, Hongyu Guo, Saif M. Mohammad, Svetlana Kiritchenko
2014EACLBilingual Sentiment Consistency for Statistical Machine Translation.Boxing Chen, Xiaodan Zhu
2012CHIAn ecologically valid evaluation of speech summarization.Anthony McCallum, Cosmin Munteanu, Gerald Penn, Xiaodan Zhu
2012NAACLEcological Validity and the Evaluation of Speech Summarization Quality.Anthony McCallum, Cosmin Munteanu, Gerald Penn, Xiaodan Zhu
2011CoNLLA Normalized-Cut Alignment Model for Mapping Hierarchical Semantic Structures onto Spoken Documents.Xiaodan Zhu
2011IJCNLPIndexing Spoken Documents with Hierarchical Semantic Structures: Semantic Tree-to-string Alignment Models.Xiaodan Zhu, Colin Cherry, Gerald Penn
2010COLINGImposing Hierarchical Browsing Structures onto Spoken Documents.Xiaodan Zhu, Colin Cherry, Gerald Penn
2009ACLImproving Automatic Speech Recognition for Lectures through Transformation-based Rules Learned from Minimal Data.Cosmin Munteanu, Gerald Penn, Xiaodan Zhu
2009ACLSummarizing multiple spoken documents: finding evidence from untranscribed audio.Xiaodan Zhu, Gerald Penn, Frank Rudzicz
2008ACLA Critical Reassessment of Evaluation Baselines for Speech Summarization.Gerald Penn, Xiaodan Zhu
2008InterspeechUsing latent Dirichlet allocation to incorporate domain knowledge for topic transition detection.Xiaodan Zhu, Xuming He, Cosmin Munteanu, Gerald Penn
2006AMIAUsing Outcome Polarity in Sentence Extraction for Medical Question-Answering.Yun Niu, Xiaodan Zhu, Graeme Hirst
2006InterspeechSummarization of spontaneous conversations.Xiaodan Zhu, Gerald Penn
2006NAACLComparing the roles of textual, acoustic and spoken-language features on spontaneous-conversation summarization.Xiaodan Zhu, Gerald Penn
2005AMIAAnalysis of Polarity Information in Medical Text.Yun Niu, Xiaodan Zhu, Jianhua Li, Graeme Hirst