Xiaodan Zhu
Orcid: 0000-0003-3856-3696Affiliations:
- Queen's University, Kingston, Canada
- National Research Council Canada, Ottawa, ON, Canada (2010 - 2017)
- University of Toronto, Department of Computer Science, ON, Canada (PhD 2010)
- Tsinghua University, Department of Computer Science and Technology, Beijing, China (former)
According to our database1,
Xiaodan Zhu
authored at least 152 papers
between 2002 and 2024.
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Bibliography
2024
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation.
CoRR, 2024
CoRR, 2024
2023
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams.
CoRR, 2023
ChatGPT as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection.
CoRR, 2023
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? An Examination on Several Typical Tasks.
CoRR, 2023
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support.
CoRR, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the 8th Workshop on Representation Learning for NLP, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Legal Knowledge and Information Systems, 2023
OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023
NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
2022
Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference.
Trans. Assoc. Comput. Linguistics, 2022
CoRR, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022
Proceedings of the Natural Legal Language Processing Workshop, 2022
Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Deep Contextualized Utterance Representations for Response Selection and Dialogue Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Knowl. Based Syst., 2021
Unsupervised Pre-training with Structured Knowledge for Improving Natural Language Inference.
CoRR, 2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking.
CoRR, 2021
CoRR, 2021
Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Have You Made a Decision? Where? A Pilot Study on Interpretability of Polarity Analysis Based on Advising Problem.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Emotion Inference in Multi-Turn Conversations with Addressee-Aware Module and Ensemble Strategy.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021
extending 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.
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021
Investigating the State-of-the-Art Performance and Explainability of Legal Judgment Prediction.
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021
Improving Depression Assessment With Multi-Task Learning From Speech and Text Information.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Condition-Transforming Variational Autoencoder for Generating Diverse Short Text Conversations.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020
Generating diverse conversation responses by creating and ranking multiple candidates.
Comput. Speech Lang., 2020
Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue Systems.
CoRR, 2020
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots.
CoRR, 2020
CoRR, 2020
Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games.
CoRR, 2020
Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems.
CoRR, 2020
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the Advances in Artificial Intelligence, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference.
CoRR, 2019
Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge.
CoRR, 2019
Comput. Intell., 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019
Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Enhancing Unsupervised Pretraining with External Knowledge for Natural Language Inference.
Proceedings of the Advances in Artificial Intelligence, 2019
2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering.
CoRR, 2017
Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference.
Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP, 2017
Cause-Effect Knowledge Acquisition and Neural Association Model for Solving A Set of Winograd Schema Problems.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Combing Context and Commonsense Knowledge Through Neural Networks for Solving Winograd Schema Problems.
Proceedings of the 2017 AAAI Spring Symposia, 2017
2016
Developing a successful SemEval task in sentiment analysis of Twitter and other social media texts.
Lang. Resour. Evaluation, 2016
CoRR, 2016
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the COLING 2016, 2016
2015
J. Assoc. Inf. Sci. Technol., 2015
Inf. Process. Manag., 2015
Neural Networks for Integrating Compositional and Non-compositional Sentiment in Sentiment Composition.
Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
A Graph-Partitioning Framework for Aligning Hierarchical Topic Structures to Presentations.
IEEE Trans. Speech Audio Process., 2013
Detecting concept relations in clinical text: Insights from a state-of-the-art model.
J. Biomed. Informatics, 2013
À la Recherche du Temps Perdu: extracting temporal relations from medical text in the 2012 i2b2 NLP challenge.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013
2012
Proceedings of Workshop on Evaluation Metrics and System Comparison for Automatic Summarization@NACCL-HLT 2012, 2012
Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
2011
Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010.
J. Am. Medical Informatics Assoc., 2011
Indexing Spoken Documents with Hierarchical Semantic Structures: Semantic Tree-to-string Alignment Models.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011
A Normalized-Cut Alignment Model for Mapping Hierarchical Semantic Structures onto Spoken Documents.
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011
2010
Proceedings of the COLING 2010, 2010
2009
Proceedings of the ACL 2009, 2009
Improving Automatic Speech Recognition for Lectures through Transformation-based Rules Learned from Minimal Data.
Proceedings of the ACL 2009, 2009
2008
Prior Derivation Models For Formally Syntax-Based Translation Using Linguistically Syntactic Parsing and Tree Kernels.
Proceedings of the Second Workshop on Syntax and Structure in Statistical Translation, 2008
Identifying salient utterances of online spoken documents using descriptive hypertext.
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008
Using latent Dirichlet allocation to incorporate domain knowledge for topic transition detection.
Proceedings of the INTERSPEECH 2008, 2008
Proceedings of the ACL 2008, 2008
2006
Comparing the roles of textual, acoustic and spoken-language features on spontaneous-conversation summarization.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Proceedings of the INTERSPEECH 2006, 2006
Utterance-Level Extractive Summarization of Open-Domain Spontaneous Conversations with Rich Features.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the AMIA 2006, 2006
2005
2003
Proceedings of the Second Workshop on Chinese Language Processing, 2003
2002
Int. J. Comput. Process. Orient. Lang., 2002