A New Chinese Natural Language Understanding Architecture Based on Multilayer Search Mechanism. - Wanxiang Che; Ting Liu 001; Sheng Li 003 (SIGHAN@ACL, 2004)

Semantic Role Labeling System Using Maximum Entropy Classifier. - Ting Liu 001; Wanxiang Che; Sheng Li 003; Yuxuan Hu 001; Huaijun Liu (CoNLL, 2005)

Improved-Edit-Distance Kernel for Chinese Relation Extraction. - Wanxiang Che; Jianmin Jiang; Zhong Su; Yue Pan; Ting Liu 001 (IJCNLP (companion), 2005)

A Hybrid Convolution Tree Kernel for Semantic Role Labeling. - Wanxiang Che; Min Zhang 005; Ting Liu 001; Sheng Li 003 (ACL, 2006)

A Grammar-driven Convolution Tree Kernel for Semantic Role Classification. - Min Zhang 005; Wanxiang Che; AiTi Aw; Chew Lim Tan; Guodong Zhou; Ting Liu 001; Sheng Li 003 (ACL, 2007)

HIT-IR-WSD: A WSD System for English Lexical Sample Task. - Yuhang Guo 001; Wanxiang Che; Yuxuan Hu 001; Wei Zhang 057; Ting Liu 001 (SemEval@ACL, 2007)

A Cascaded Syntactic and Semantic Dependency Parsing System. - Wanxiang Che; Zhenghua Li; Yuxuan Hu 001; Yongqiang Li; Bing Qin 001; Ting Liu 001; Sheng Li 003 (CoNLL, 2008)

Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling. - Wanxiang Che; Min Zhang 005; AiTi Aw; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (IJCNLP, 2008)

Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling. - Wanxiang Che; Min Zhang 005; AiTi Aw; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (ACM Trans. Asian Lang. Inf. Process., 2008)

Semantic Role Labeling Using a Grammar-Driven Convolution Tree Kernel. - Min Zhang 005; Wanxiang Che; Guodong Zhou; AiTi Aw; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (IEEE Trans. Speech Audio Process., 2008)

Multilingual Dependency-based Syntactic and Semantic Parsing. - Wanxiang Che; Zhenghua Li; Yongqiang Li; Yuhang Guo 001; Bing Qin 001; Ting Liu 001 (CoNLL Shared Task, 2009)

Semi-supervised domain adaptation for WSD: Using a word-by-word model selection approach. - Yuhang Guo 001; Wanxiang Che; Ting Liu 001; Sheng Li 003 (IEEE ICCI, 2010)

Jointly Modeling WSD and SRL with Markov Logic. - Wanxiang Che; Ting Liu 001 (COLING, 2010)

LTP: A Chinese Language Technology Platform. - Wanxiang Che; Zhenghua Li; Ting Liu 001 (COLING (Demos), 2010)

Improving Dependency Parsing Using Punctuation. - Zhenghua Li; Wanxiang Che; Ting Liu 001 (IALP, 2010)

Using word sense disambiguation for semantic role labeling. - Wanxiang Che; Ting Liu 001 (IUCS, 2010)

Improving Semantic Role Labeling with Word Sense. - Wanxiang Che; Ting Liu 001; Yongqiang Li (HLT-NAACL, 2010)

HIT-CIR: An Unsupervised WSD System Based on Domain Most Frequent Sense Estimation. - Yuhang Guo 001; Wanxiang Che; Wei He 014; Ting Liu 001; Sheng Li 003 (SemEval@ACL, 2010)

Joint Models for Chinese POS Tagging and Dependency Parsing. - Zhenghua Li; Min Zhang 005; Wanxiang Che; Ting Liu 001; Wenliang Chen; Haizhou Li 001 (EMNLP, 2011)

Word Sense Disambiguation Corpora Acquisition via Confirmation Code. - Wanxiang Che; Ting Liu 001 (IJCNLP, 2011)

A Graph-based Method for Entity Linking. - Yuhang Guo 001; Wanxiang Che; Ting Liu 001; Sheng Li 003 (IJCNLP, 2011)

Improving Chinese POS Tagging with Dependency Parsing. - Zhenghua Li; Wanxiang Che; Ting Liu 001 (IJCNLP, 2011)

HIT Approaches to Entity Linking at TAC 2011. - Yuhang Guo 001; Guohua Tang; Wanxiang Che; Ting Liu 001; Sheng Li 003 (TAC, 2011)

Appraisal Expression Recognition with Syntactic Path for Sentence Sentiment Classification. - Yanyan Zhao; Bing Qin 001; Wanxiang Che; Ting Liu 001 (Int. J. Comput. Process. Orient. Lang., 2011)

Micro blogs Oriented Word Segmentation System. - Yijia Liu; Meishan Zhang; Wanxiang Che; Ting Liu 001; Deng Yihe (CIPS-SIGHAN, 2012)

Multiple TreeBanks Integration for Chinese Phrase Structure Grammar Parsing Using Bagging. - Meishan Zhang; Wanxiang Che; Ting Liu 001 (CIPS-SIGHAN, 2012)

A Comparison of Chinese Parsers for Stanford Dependencies. - Wanxiang Che; Valentin I. Spitkovsky; Ting Liu 001 (ACL (2), 2012)

Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars. - Zhenghua Li; Ting Liu 001; Wanxiang Che (ACL (1), 2012)

A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing. - Zhenghua Li; Min Zhang 005; Wanxiang Che; Ting Liu 001 (COLING, 2012)

Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing. - Meishan Zhang; Wanxiang Che; Ting Liu 001; Zhenghua Li (COLING, 2012)

Improve Chinese Semantic Dependency Parsing via Syntactic Dependency Parsing. - Meishan Zhang; Wanxiang Che; Yanqiu Shao; Ting Liu 001 (IALP, 2012)

SemEval-2012 Task 5: Chinese Semantic Dependency Parsing. - Wanxiang Che; Meishan Zhang; Yanqiu Shao; Ting Liu 001 (SemEval@NAACL-HLT, 2012)

Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers. - Mengqiu Wang; Wanxiang Che; Christopher D. Manning (AAAI, 2013)

Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition. - Mengqiu Wang; Wanxiang Che; Christopher D. Manning (ACL (1), 2013)

Chinese Parsing Exploiting Characters. - Meishan Zhang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (ACL (1), 2013)

Convolution Neural Network for Relation Extraction. - Chunyang Liu; Wenbo Sun; Wenhan Chao; Wanxiang Che (ADMA (2), 2013)

Enhancing Chinese Word Segmentation with Character Clustering. - Yijia Liu; Wanxiang Che; Ting Liu 001 (CCL, 2013)

Named Entity Recognition with Bilingual Constraints. - Wanxiang Che; Mengqiu Wang; Christopher D. Manning; Ting Liu 001 (HLT-NAACL, 2013)

Learning Semantic Hierarchies via Word Embeddings. - Ruiji Fu; Jiang Guo; Bing Qin 001; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (ACL (1), 2014)

Character-Level Chinese Dependency Parsing. - Meishan Zhang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (ACL (1), 2014)

A Semantics Oriented Grammar for Chinese Treebanking. - Meishan Zhang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (CICLing (1), 2014)

Dependency Graph Based Chinese Semantic Parsing. - Yu Ding; Yanqiu Shao; Wanxiang Che; Ting Liu 001 (CCL, 2014)

Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (COLING, 2014)

Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies? - Meishan Zhang; Wanxiang Che; Yanqiu Shao; Ting Liu 001 (COLING, 2014)

Sentence Compression for Target-Polarity Word Collocation Extraction. - Yanyan Zhao; Wanxiang Che; Honglei Guo; Bing Qin 001; Zhong Su; Ting Liu 001 (COLING, 2014)

Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging. - Meishan Zhang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (EACL, 2014)

Revisiting Embedding Features for Simple Semi-supervised Learning. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (EMNLP, 2014)

Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations. - Yijia Liu; Yue Zhang 004; Wanxiang Che; Ting Liu 001; Fan Wu (EMNLP, 2014)

ReliAble dependency arc recognition. - Wanxiang Che; Jiang Guo; Ting Liu 001 (Expert Syst. Appl., 2014)

Joint Optimization for Chinese POS Tagging and Dependency Parsing. - Zhenghua Li; Min Zhang 005; Wanxiang Che; Ting Liu 001; Wenliang Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Cross-lingual Dependency Parsing Based on Distributed Representations. - Jiang Guo; Wanxiang Che; David Yarowsky; Haifeng Wang 001; Ting Liu 001 (ACL (1), 2015)

Transition-Based Syntactic Linearization. - Yijia Liu; Yue Zhang 004; Wanxiang Che; Bing Qin 001 (HLT-NAACL, 2015)

Sentence Compression for Aspect-Based Sentiment Analysis. - Wanxiang Che; Yanyan Zhao; Honglei Guo; Zhong Su; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Learning Semantic Hierarchies: A Continuous Vector Space Approach. - Ruiji Fu; Jiang Guo; Bing Qin 001; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

A Representation Learning Framework for Multi-Source Transfer Parsing. - Jiang Guo; Wanxiang Che; David Yarowsky; Haifeng Wang 001; Ting Liu 001 (AAAI, 2016)

Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks. - Bo Zheng 010; Wanxiang Che; Jiang Guo; Ting Liu 001 (NLP-TEA@COLING, 2016)

Enhancing Neural Disfluency Detection with Hand-Crafted Features. - Shaolei Wang; Wanxiang Che; Yijia Liu; Ting Liu 001 (CCL, 2016)

Transition-Based Chinese Semantic Dependency Graph Parsing. - Yuxuan Wang 001; Jiang Guo; Wanxiang Che; Ting Liu 001 (CCL, 2016)

A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (COLING, 2016)

A Unified Architecture for Semantic Role Labeling and Relation Classification. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001; Jun Xu 027 (COLING, 2016)

A Neural Attention Model for Disfluency Detection. - Shaolei Wang; Wanxiang Che; Ting Liu 001 (COLING, 2016)

Exploring Segment Representations for Neural Segmentation Models. - Yijia Liu; Wanxiang Che; Jiang Guo; Bing Qin 001; Ting Liu 001 (IJCAI, 2016)

HC-Search for Incremental Parsing. - Yijia Liu; Wanxiang Che; Bing Qin 001; Ting Liu 001 (IJCAI, 2016)

SemEval-2016 Task 9: Chinese Semantic Dependency Parsing. - Wanxiang Che; Yanqiu Shao; Ting Liu 001; Yu Ding (SemEval@NAACL-HLT, 2016)

Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning. - Jiang Guo; Wanxiang Che; Haifeng Wang 001; Ting Liu 001 (CoRR, 2016)

A Distributed Representation-Based Framework for Cross-Lingual Transfer Parsing. - Jiang Guo; Wanxiang Che; David Yarowsky; Haifeng Wang 001; Ting Liu 001 (J. Artif. Intell. Res., 2016)

Benben: A Chinese Intelligent Conversational Robot. - Weinan Zhang 003; Ting Liu 001; Bing Qin 001; Yu Zhang 030; Wanxiang Che; Yanyan Zhao; Xiao Ding (ACL (System Demonstrations), 2017)

Enhancing LSTM-based Word Segmentation Using Unlabeled Data. - Bo Zheng 010; Wanxiang Che; Jiang Guo; Ting Liu 001 (CCL, 2017)

The HIT-SCIR System for End-to-End Parsing of Universal Dependencies. - Wanxiang Che; Jiang Guo; Yuxuan Wang 001; Bo Zheng 010; Huaipeng Zhao; Yang Liu 089; Dechuan Teng; Ting Liu 001 (CoNLL Shared Task (2), 2017)

Transition-Based Disfluency Detection using LSTMs. - Shaolei Wang; Wanxiang Che; Yue Zhang 004; Meishan Zhang; Ting Liu 001 (EMNLP, 2017)

Deep Learning in Lexical Analysis and Parsing. - Wanxiang Che; Yue Zhang 004 (IJCNLP (Tutorial Abstracts), 2017)

The First Evaluation of Chinese Human-Computer Dialogue Technology. - Weinan Zhang 003; Zhigang Chen 003; Wanxiang Che; Guoping Hu; Ting Liu 001 (CoRR, 2017)

A Neural Transition-Based Approach for Semantic Dependency Graph Parsing. - Yuxuan Wang 001; Wanxiang Che; Jiang Guo; Ting Liu 001 (AAAI, 2018)

Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement. - Ruiji Fu; Zhengqi Pei; Jiefu Gong; Wei Song 010; Dechuan Teng; Wanxiang Che; Shijin Wang 001; Guoping Hu; Ting Liu 001 (NLP-TEA@ACL, 2018)

Distilling Knowledge for Search-based Structured Prediction. - Yijia Liu; Wanxiang Che; Huaipeng Zhao; Bing Qin 001; Ting Liu 001 (ACL (1), 2018)

End-to-End Task-Oriented Dialogue System with Distantly Supervised Knowledge Base Retriever. - Libo Qin 001; Yijia Liu; Wanxiang Che; Haoyang Wen; Ting Liu 001 (CCL, 2018)

Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. - Yutai Hou; Yijia Liu; Wanxiang Che; Ting Liu 001 (COLING, 2018)

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation. - Haoyang Wen; Yijia Liu; Wanxiang Che; Libo Qin 001; Ting Liu 001 (COLING, 2018)

Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation. - Wanxiang Che; Yijia Liu; Yuxuan Wang 001; Bo Zheng 010; Ting Liu 001 (CoNLL Shared Task (2), 2018)

An AMR Aligner Tuned by Transition-based Parser. - Yijia Liu; Wanxiang Che; Bo Zheng 010; Bing Qin 001; Ting Liu 001 (EMNLP, 2018)

Joint Extraction of Entities and Relations Based on a Novel Graph Scheme. - Shaolei Wang; Yue Zhang 004; Wanxiang Che; Ting Liu 001 (IJCAI, 2018)

Parsing Tweets into Universal Dependencies. - Yijia Liu; Yi Zhu; Wanxiang Che; Bing Qin 001; Nathan Schneider 001; Noah A. Smith (NAACL-HLT, 2018)

Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency. - Shuhuai Ren; Yihe Deng; Kun He 001; Wanxiang Che (ACL (1), 2019)

A Corpus-Free State2Seq User Simulator for Task-Oriented Dialogue. - Yutai Hou; Meng Fang; Wanxiang Che; Ting Liu 001 (CCL, 2019)

HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding. - Wanxiang Che; Longxu Dou; Yang Xu 049; Yuxuan Wang 001; Yijia Liu; Ting Liu 001 (CoNLL Shared Task, 2019)

Cross-Lingual Machine Reading Comprehension. - Yiming Cui 001; Wanxiang Che; Ting Liu 001; Bing Qin 001; Shijin Wang 001; Guoping Hu (EMNLP/IJCNLP (1), 2019)

A Span-Extraction Dataset for Chinese Machine Reading Comprehension. - Yiming Cui 001; Ting Liu 001; Wanxiang Che; Li Xiao; Zhipeng Chen 001; Wentao Ma; Shijin Wang 001; Guoping Hu (EMNLP/IJCNLP (1), 2019)

A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. - Libo Qin 001; Wanxiang Che; Yangming Li; Haoyang Wen; Ting Liu 001 (EMNLP/IJCNLP (1), 2019)

Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever. - Libo Qin 001; Yijia Liu; Wanxiang Che; Haoyang Wen; Yangming Li; Ting Liu 001 (EMNLP/IJCNLP (1), 2019)

Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing. - Yuxuan Wang 001; Wanxiang Che; Jiang Guo; Yijia Liu; Ting Liu 001 (EMNLP/IJCNLP (1), 2019)

A Key-Phrase Aware End2end Neural Response Generation Model. - Jun Xu 027; Haifeng Wang 001; Zhengyu Niu; Hua Wu 003; Wanxiang Che (NLPCC (2), 2019)

Pre-Training with Whole Word Masking for Chinese BERT. - Yiming Cui 001; Wanxiang Che; Ting Liu 001; Bing Qin 001; Ziqing Yang 001; Shijin Wang 001; Guoping Hu (CoRR, 2019)

Few-Shot Sequence Labeling with Label Dependency Transfer. - Yutai Hou; Zhihan Zhou 001; Yijia Liu; Ning Wang; Wanxiang Che; Han Liu 001; Ting Liu 001 (CoRR, 2019)

Improving Machine Reading Comprehension via Adversarial Training. - Ziqing Yang 001; Yiming Cui 001; Wanxiang Che; Ting Liu 001; Shijin Wang 001; Guoping Hu (CoRR, 2019)

Contextual Recurrent Units for Cloze-style Reading Comprehension. - Yiming Cui 001; Wei-Nan Zhang 003; Wanxiang Che; Ting Liu 001; Zhipeng Chen 001; Shijin Wang 001; Guoping Hu (CoRR, 2019)

An Evaluation of Chinese Human-Computer Dialogue Technology. - Zhengyu Zhao 003; Weinan Zhang 003; Wanxiang Che; Zhigang Chen 003; Yibo Zhang (Data Intell., 2019)

Discriminative Sentence Modeling for Story Ending Prediction. - Yiming Cui 001; Wanxiang Che; Wei-Nan Zhang 003; Ting Liu 001; Shijin Wang 001; Guoping Hu (AAAI, 2020)

DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification. - Libo Qin 001; Wanxiang Che; Yangming Li; Minheng Ni; Ting Liu 001 (AAAI, 2020)

Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses. - Xiaoming Shi; Haifeng Hu 009; Wanxiang Che; Zhongqian Sun; Ting Liu 001; Junzhou Huang (AAAI, 2020)

Multi-Task Self-Supervised Learning for Disfluency Detection. - Shaolei Wang; Wanxiang Che; Qi Liu 049; Pengda Qin; Ting Liu 001; William Yang Wang (AAAI, 2020)

Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation. - Jun Xu 027; Haifeng Wang 001; Zhengyu Niu; Hua Wu 003; Wanxiang Che (AAAI, 2020)

Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. - Yutai Hou; Wanxiang Che; Yongkui Lai; Zhihan Zhou 001; Yijia Liu; Han Liu 001; Ting Liu 001 (ACL, 2020)

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network. - Yangming Li; Kaisheng Yao; Libo Qin 001; Wanxiang Che; Xiaolong Li 005; Ting Liu 001 (ACL, 2020)

Towards Conversational Recommendation over Multi-Type Dialogs. - Zeming Liu; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001 (ACL, 2020)

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog. - Libo Qin 001; Xiao Xu 005; Wanxiang Che; Yue Zhang 004; Ting Liu 001 (ACL, 2020)

Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation. - Jun Xu 027; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001 (ACL, 2020)

TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing. - Ziqing Yang 001; Yiming Cui 001; Zhipeng Chen 001; Wanxiang Che; Ting Liu 001; Shijin Wang 001; Guoping Hu (ACL (demo), 2020)

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension. - Bo Zheng 010; Haoyang Wen; Yaobo Liang; Nan Duan; Wanxiang Che; Daxin Jiang; Ming Zhou 001; Ting Liu 001 (ACL, 2020)

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension. - Yiming Cui 001; Ting Liu 001; Ziqing Yang 001; Zhipeng Chen 001; Wentao Ma; Wanxiang Che; Shijin Wang 001; Guoping Hu (COLING, 2020)

HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser. - Longxu Dou; Yunlong Feng; Yuqiu Ji; Wanxiang Che; Ting Liu 001 (CoNLL Shared Task, 2020)

Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. - Sanyuan Chen; Yutai Hou; Yiming Cui 001; Wanxiang Che; Ting Liu 001; Xiangzhan Yu (EMNLP (1), 2020)

Revisiting Pre-Trained Models for Chinese Natural Language Processing. - Yiming Cui 001; Wanxiang Che; Ting Liu 001; Bing Qin 001; Shijin Wang 001; Guoping Hu (EMNLP (Findings), 2020)

Towards Fine-Grained Transfer: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling. - Libo Qin 001; Xiao Xu 005; Wanxiang Che; Ting Liu 001 (EMNLP (Findings), 2020)

Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection. - Shaolei Wang; Zhongyuan Wang; Wanxiang Che; Ting Liu 001 (EMNLP (1), 2020)

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP. - Libo Qin 001; Minheng Ni; Yue Zhang 004; Wanxiang Che (IJCAI, 2020)

Enhancing Dialog Coherence with Event Graph Grounded Content Planning. - Jun Xu 027; Zeyang Lei; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che (IJCAI, 2020)

Keywords Generation Improves E-Commerce Session-based Recommendation. - Yuanxing Liu 001; Zhaochun Ren; Wei-Nan Zhang 003; Wanxiang Che; Ting Liu 001; Dawei Yin (WWW, 2020)

TD-GIN: Token-level Dynamic Graph-Interactive Network for Joint Multiple Intent Detection and Slot Filling. - Libo Qin 001; Xiao Xu 005; Wanxiang Che; Ting Liu 001 (CoRR, 2020)

Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization. - Libo Qin 001; Minheng Ni; Yue Zhang 004; Wanxiang Che; Yangming Li; Ting Liu 001 (CoRR, 2020)

FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding. - Yutai Hou; Jiafeng Mao; Yongkui Lai; Cheng Chen; Wanxiang Che; Zhigang Chen 003; Ting Liu 001 (CoRR, 2020)

N-LTP: A Open-source Neural Chinese Language Technology Platform with Pretrained Models. - Wanxiang Che; Yunlong Feng; Libo Qin 001; Ting Liu 001 (CoRR, 2020)

Discovering Dialog Structure Graph for Open-Domain Dialog Generation. - Jun Xu 027; Zeyang Lei; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001 (CoRR, 2020)

From static to dynamic word representations: a survey. - Yuxuan Wang 001; Yutai Hou; Wanxiang Che; Ting Liu 001 (Int. J. Mach. Learn. Cybern., 2020)

Deep Contextualized Word Embeddings for Universal Dependency Parsing. - Yijia Liu; Wanxiang Che; Yuxuan Wang 001; Bo Zheng 010; Bing Qin 001; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020)

Exploring Segment Representations for Neural Semi-Markov Conditional Random Fields. - Yijia Liu; Wanxiang Che; Bing Qin 001; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling. - Yutai Hou; Sanyuan Chen; Wanxiang Che; Cheng Chen; Ting Liu 001 (AAAI, 2021)

Few-shot Learning for Multi-label Intent Detection. - Yutai Hou; Yongkui Lai; Yushan Wu; Wanxiang Che; Ting Liu 001 (AAAI, 2021)

Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification. - Libo Qin 001; Zhouyang Li; Wanxiang Che; Minheng Ni; Ting Liu 001 (AAAI, 2021)

Discovering Dialog Structure Graph for Coherent Dialog Generation. - Jun Xu 027; Zeyang Lei; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che (ACL/IJCNLP (1), 2021)

Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling. - Yutai Hou; Yongkui Lai; Cheng Chen; Wanxiang Che; Ting Liu 001 (ACL/IJCNLP (Findings), 2021)

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling. - Libo Qin 001; Fuxuan Wei; Tianbao Xie; Xiao Xu 005; Wanxiang Che; Ting Liu 001 (ACL/IJCNLP (1), 2021)

A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples. - Yuxuan Wang 001; Wanxiang Che; Ivan Titov 001; Shay B. Cohen; Zhilin Lei 001; Ting Liu 001 (ACL/IJCNLP (Findings), 2021)

Dynamic Connected Networks for Chinese Spelling Check. - Baoxin Wang; Wanxiang Che; Dayong Wu; Shijin Wang 001; Guoping Hu; Ting Liu 001 (ACL/IJCNLP (Findings), 2021)

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. - Yang Xu 049; Yiheng Xu; Tengchao Lv; Lei Cui 001; Furu Wei; Guoxin Wang; Yijuan Lu; Dinei A. F. Florêncio; Cha Zhang; Wanxiang Che; Min Zhang 005; Lidong Zhou (ACL/IJCNLP (1), 2021)

Consistency Regularization for Cross-Lingual Fine-Tuning. - Bo Zheng 010; Li Dong 004; Shaohan Huang; Wenhui Wang 003; Zewen Chi; Saksham Singhal; Wanxiang Che; Ting Liu 001; Xia Song; Furu Wei (ACL/IJCNLP (1), 2021)

N-LTP: An Open-source Neural Language Technology Platform for Chinese. - Wanxiang Che; Yunlong Feng; Libo Qin 001; Ting Liu 001 (EMNLP (Demos), 2021)

DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. - Zeming Liu; Haifeng Wang 001; Zhengyu Niu; Hua Wu 003; Wanxiang Che (EMNLP (1), 2021)

Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System. - Libo Qin 001; Tianbao Xie; Shijue Huang; Qiguang Chen; Xiao Xu 005; Wanxiang Che (EMNLP (1), 2021)

Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. - Bo Zheng 010; Li Dong 004; Shaohan Huang; Saksham Singhal; Wanxiang Che; Ting Liu 001; Xia Song; Furu Wei (EMNLP (1), 2021)

A Co-Interactive Transformer for Joint Slot Filling and Intent Detection. - Libo Qin 001; Tailu Liu; Wanxiang Che; Bingbing Kang; Sendong Zhao; Ting Liu 001 (ICASSP, 2021)

Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding. - Dechuan Teng; Libo Qin 001; Wanxiang Che; Sendong Zhao; Ting Liu 001 (ICASSP, 2021)

A Survey on Spoken Language Understanding: Recent Advances and New Frontiers. - Libo Qin 001; Tianbao Xie; Wanxiang Che; Ting Liu 001 (IJCAI, 2021)

Adversarial Training for Machine Reading Comprehension with Virtual Embeddings. - Ziqing Yang 001; Yiming Cui 001; Chenglei Si; Wanxiang Che; Ting Liu 001; Shijin Wang 001; Guoping Hu (*SEM, 2021)

ExpMRC: Explainability Evaluation for Machine Reading Comprehension. - Yiming Cui 001; Ting Liu 001; Wanxiang Che; Zhigang Chen 003; Shijin Wang 001 (CoRR, 2021)

Bilingual Alignment Pre-training for Zero-shot Cross-lingual Transfer. - Ziqing Yang 001; Wentao Ma; Yiming Cui 001; Jiani Ye; Wanxiang Che; Shijin Wang 001 (CoRR, 2021)

Understanding Attention in Machine Reading Comprehension. - Yiming Cui 001; Wei-Nan Zhang 003; Wanxiang Che; Ting Liu 001; Zhigang Chen 003 (CoRR, 2021)

Discovering Drug-Target Interaction Knowledge from Biomedical Literature. - Yutai Hou; Yingce Xia; Lijun Wu 003; Shufang Xie 003; Yang Fan; Jinhua Zhu 001; Wanxiang Che; Tao Qin 001; Tie-Yan Liu (CoRR, 2021)

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. - Kaustubh D. Dhole; Varun Gangal; Sebastian Gehrmann; Aadesh Gupta; Zhenhao Li; Saad Mahamood; Abinaya Mahendiran; Simon Mille; Ashish Srivastava; Samson Tan; Tongshuang Wu; Jascha Sohl-Dickstein; et al. (CoRR, 2021)

An Evaluation of Chinese Human-Computer Dialogue Technology. - Zixian Feng; Caihai Zhu; Weinan Zhang 003; Zhigang Chen 003; Wanxiang Che; Minlie Huang; Linlin Li 001 (Data Intell., 2021)

Character-Level Syntax Infusion in Pre-Trained Models for Chinese Semantic Role Labeling. - Yuxuan Wang 001; Zhilin Lei 001; Wanxiang Che (Int. J. Mach. Learn. Cybern., 2021)

Coherent Dialog Generation with Query Graph. - Jun Xu 027; Zeyang Lei; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Jizhou Huang; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Pre-Training With Whole Word Masking for Chinese BERT. - Yiming Cui 001; Wanxiang Che; Ting Liu 001; Bing Qin 001; Ziqing Yang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Knowing Where to Leverage: Context-Aware Graph Convolutional Network With an Adaptive Fusion Layer for Contextual Spoken Language Understanding. - Libo Qin 001; Wanxiang Che; Minheng Ni; Yangming Li; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding. - Xiao Xu 005; Libo Qin 001; Kaiji Chen; Guoxing Wu; Linlin Li 001; Wanxiang Che (AAAI, 2022)

Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging. - Yutai Hou; Cheng Chen; Xianzhen Luo; Bohan Li; Wanxiang Che (ACL (Findings), 2022)

GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. - Libo Qin 001; Qiguang Chen; Tianbao Xie; Qixin Li; Jian-Guang Lou; Wanxiang Che; Min-Yen Kan (ACL (1), 2022)

Simple and Effective Graph-to-Graph Annotation Conversion. - Yuxuan Wang 001; Zhilin Lei 001; Yuqiu Ji; Wanxiang Che (COLING, 2022)

MetaPrompting: Learning to Learn Better Prompts. - Yutai Hou; Hongyuan Dong; Xinghao Wang; Bohan Li; Wanxiang Che (COLING, 2022)

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue. - Libo Qin 001; Qiguang Chen; Tianbao Xie; Qian Liu; Shijue Huang; Wanxiang Che; Zhou Yu (COLING, 2022)

CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers. - Baoxin Wang; Xingyi Duan; Dayong Wu; Wanxiang Che; Zhigang Chen 003; Guoping Hu (COLING, 2022)

Adaptive Unsupervised Self-training for Disfluency Detection. - Zhongyuan Wang; Yixuan Wang; Shaolei Wang; Wanxiang Che (COLING, 2022)

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. - Longxu Dou; Yan Gao 002; Xuqi Liu; Mingyang Pan; Dingzirui Wang; Wanxiang Che; Dechen Zhan; Min-Yen Kan; Jian-Guang Lou (EMNLP, 2022)

TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack. - Zhen Yu; Xiaosen Wang; Wanxiang Che; Kun He 001 (EMNLP (Findings), 2022)

Learning-based Hybrid Local Search for the Hard-label Textual Attack. - Zhen Yu; Xiaosen Wang; Wanxiang Che; Kun He 001 (CoRR, 2022)

InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities. - Baoxin Wang; Qingye Meng; Ziyue Wang 002; Dayong Wu; Wanxiang Che; Shijin Wang 001; Zhigang Chen 003; Cong Liu 006 (CoRR, 2022)

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL. - Longxu Dou; Yan Gao 002; Mingyang Pan; Dingzirui Wang; Jian-Guang Lou; Wanxiang Che; Dechen Zhan (CoRR, 2022)

Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition. - Bo Sun; Baoxin Wang; Wanxiang Che; Dayong Wu; Zhigang Chen 003; Ting Liu 001 (CoRR, 2022)

Language Anisotropic Cross-Lingual Model Editing. - Yang Xu 049; Yutai Hou; Wanxiang Che (CoRR, 2022)

Overview of CTC 2021: Chinese Text Correction for Native Speakers. - Honghong Zhao; Baoxin Wang; Dayong Wu; Wanxiang Che; Zhigang Chen 003; Shijin Wang 001 (CoRR, 2022)

LERT: A Linguistically-motivated Pre-trained Language Model. - Yiming Cui 001; Wanxiang Che; Shijin Wang 001; Ting Liu 001 (CoRR, 2022)

A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions. - Dingzirui Wang; Longxu Dou; Wanxiang Che (CoRR, 2022)

FewJoint: few-shot learning for joint dialogue understanding. - Yutai Hou; Xinghao Wang; Cheng Chen; Bohan Li; Wanxiang Che; Zhigang Chen 003 (Int. J. Mach. Learn. Cybern., 2022)

Interactive Gated Decoder for Machine Reading Comprehension. - Yiming Cui 001; Wanxiang Che; Ziqing Yang 001; Ting Liu 001; Bing Qin 001; Shijin Wang 001; Guoping Hu (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Multi-domain Spoken Language Understanding Using Domain- and Task-aware Parameterization. - Libo Qin 001; Fuxuan Wei; Minheng Ni; Yue Zhang 004; Wanxiang Che; Yangming Li; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Combining Self-supervised Learning and Active Learning for Disfluency Detection. - Shaolei Wang; Zhongyuan Wang; Wanxiang Che; Sendong Zhao; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Teaching Machines to Read, Answer and Explain. - Yiming Cui 001; Ting Liu 001; Wanxiang Che; Zhigang Chen 003; Shijin Wang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Understanding Patient Query With Weak Supervision From Doctor Response. - Xiaoming Shi; Sendong Zhao; Yuxuan Wang 001; Xi Chen 003; Ziheng Zhang; Yefeng Zheng 001; Wanxiang Che (IEEE J. Biomed. Health Informatics, 2022)

Data augmentation approaches in natural language processing: A survey. - Bohan Li; Yutai Hou; Wanxiang Che (AI Open, 2022)

Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases. - Libo Qin 001; Zhouyang Li; Qiying Yu; Lehan Wang; Wanxiang Che (AAAI, 2023)

BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning. - Xiao Xu 005; Chenfei Wu; Shachar Rosenman; Vasudev Lal; Wanxiang Che; Nan Duan (AAAI, 2023)

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. - Longxu Dou; Yan Gao 002; Mingyang Pan; Dingzirui Wang; Wanxiang Che; Dechen Zhan; Jian-Guang Lou (AAAI, 2023)

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding. - Libo Qin 001; Qiguang Chen; Xiao Xu 005; Yunlong Feng; Wanxiang Che (ACL (demo), 2023)

MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System. - Libo Qin 001; Shijue Huang; Qiguang Chen; Chenran Cai; Yudi Zhang; Bin Liang 004; Wanxiang Che; Ruifeng Xu 001 (ACL (Findings), 2023)

CLIPText: A New Paradigm for Zero-shot Text Classification. - Libo Qin 001; Weiyun Wang; Qiguang Chen; Wanxiang Che (ACL (Findings), 2023)

ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning. - Xiao Xu 005; Bei Li; Chenfei Wu; Shao-Yen Tseng; Anahita Bhiwandiwalla; Shachar Rosenman; Vasudev Lal; Wanxiang Che; Nan Duan (ACL (1), 2023)

Language Anisotropic Cross-Lingual Model Editing. - Yang Xu 049; Yutai Hou; Wanxiang Che; Min Zhang 005 (ACL (Findings), 2023)

Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. - Yuanxing Liu 001; Weinan Zhang 003; Yifan Chen; Yuchi Zhang; Haopeng Bai; Fan Feng; Hengbin Cui; Yongbin Li; Wanxiang Che (EMNLP (Findings), 2023)

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages. - Libo Qin 001; Qiguang Chen; Fuxuan Wei; Shijue Huang; Wanxiang Che (EMNLP, 2023)

End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions. - Libo Qin 001; Wenbo Pan; Qiguang Chen; Lizi Liao; Zhou Yu; Yue Zhang 004; Wanxiang Che; Min Li 007 (EMNLP, 2023)

ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. - Wenwen Yu; Chengquan Zhang; Haoyu Cao 001; Wei Hua 005; Bohan Li; Huang Chen; Mingyu Liu; Mingrui Chen; Jianfeng Kuang; Mengjun Cheng; Yuning Du; Shikun Feng; et al. (ICDAR (2), 2023)

Improving Domain Generalization for Sound Classification with Sparse Frequency-Regularized Transformer. - Honglin Mu; Wentian Xia; Wanxiang Che (ICME, 2023)

BEATs: Audio Pre-Training with Acoustic Tokenizers. - Sanyuan Chen; Yu Wu 012; Chengyi Wang 002; Shujie Liu 001; Daniel Tompkins; Zhuo Chen 006; Wanxiang Che; Xiangzhan Yu; Furu Wei (ICML, 2023)

MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification. - Hongyuan Dong; Weinan Zhang 003; Wanxiang Che (KDD, 2023)

TiBERT: A Non-autoregressive Pre-trained Model for Text Editing. - Baoxin Wang; Ziyue Wang 002; Wanxiang Che; Dayong Wu; Rui Zhang; Bo Wang; Shijin Wang 001 (NLPCC (3), 2023)

U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. - Yuanxing Liu 001; Weinan Zhang 003; Baohua Dong; Yan Fan; Hang Wang; Fan Feng; Yifan Chen; Ziyu Zhuang; Hengbin Cui; Yongbin Li; Wanxiang Che (SIGIR, 2023)

HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding. - Bo Zheng 010; Zhouyang Li; Fuxuan Wei; Qiguang Chen; Libo Qin 001; Wanxiang Che (CoRR, 2023)

Semantic-Guided Image Augmentation with Pre-trained Models. - Bohan Li; Xinghao Wang; Xiao Xu 005; Yutai Hou; Yunlong Feng; Feng Wang; Wanxiang Che (CoRR, 2023)

A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding. - Wenbo Pan; Qiguang Chen; Xiao Xu 005; Wanxiang Che; Libo Qin 001 (CoRR, 2023)

MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning. - Bohan Li; Longxu Dou; Yutai Hou; Yunlong Feng; Honglin Mu; Wanxiang Che (CoRR, 2023)

CSED: A Chinese Semantic Error Diagnosis Corpus. - Bo Sun; Baoxin Wang; Yixuan Wang; Wanxiang Che; Dayong Wu; Shijin Wang 001; Ting Liu 001 (CoRR, 2023)

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning. - Dingzirui Wang; Longxu Dou; Wenbin Zhang; Junyu Zeng; Wanxiang Che (CoRR, 2023)

Modularized Pre-Training for End-to-End Task-Oriented Dialogue. - Libo Qin 001; Xiao Xu 005; Lehan Wang; Yue Zhang 004; Wanxiang Che (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Graph-Grounded Goal Planning for Conversational Recommendation. - Zeming Liu; Ding Zhou; Hao Liu 026; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis. - Xiaoming Shi; Wanxiang Che (Frontiers Comput. Sci., 2023)

Improving cross-lingual language understanding with consistency regularization-based fine-tuning. - Bo Zheng 010; Wanxiang Che (Int. J. Mach. Learn. Cybern., 2023)

UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. - Longxu Dou; Yan Gao 002; Mingyang Pan; Dingzirui Wang; Wanxiang Che; Jian-Guang Lou; Dechen Zhan (Int. J. Mach. Learn. Cybern., 2023)

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification. - Bohan Li; Xiao Xu 005; Xinghao Wang; Yutai Hou; Yunlong Feng; Feng Wang; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (AAAI, 2024)

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models. - Dingzirui Wang; Longxu Dou; Wenbin Zhang; Junyu Zeng; Wanxiang Che (AAAI, 2024)

Exploring Hybrid Question Answering via Program-based Prompting. - Qi Shi 002; Han Cui; Haofeng Wang; Qingfu Zhu; Wanxiang Che; Ting Liu 001 (ACL (1), 2024)

M³CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought. - Qiguang Chen; Libo Qin 001; Jin Zhang; Zhi Chen 006; Xiao Xu 005; Wanxiang Che (ACL (1), 2024)

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes. - Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (ACL (1), 2024)

Improving Grammatical Error Correction via Contextual Data Augmentation. - Yixuan Wang; Baoxin Wang; Yijun Liu; Qingfu Zhu; Dayong Wu; Wanxiang Che (ACL (Findings), 2024)

Concise and Precise Context Compression for Tool-Using Language Models. - Yang Xu 049; Yunlong Feng; Honglin Mu; Yutai Hou; Yitong Li; Xinghao Wang; Wanjun Zhong; Zhongyang Li; Dandan Tu; Qingfu Zhu; Min Zhang 005; Wanxiang Che (ACL (Findings), 2024)

AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought. - Yongheng Zhang 001; Qiguang Chen; Min Li 007; Wanxiang Che; Libo Qin 001 (ACL (Findings), 2024)

SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models. - Weixiang Zhao; Shilong Wang 003; Yulin Hu; Yanyan Zhao; Bing Qin 001; Xuanyu Zhang; Qing Yang 033; Dongliang Xu; Wanxiang Che (ACL (1), 2024)

A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification. - Yunlong Feng; Bohan Li; Libo Qin 001; Xiao Xu 005; Wanxiang Che (LREC/COLING, 2024)

Improving Language Model Reasoning with Self-motivated Learning. - Yunlong Feng; Yang Xu 049; Libo Qin 001; Yasheng Wang; Wanxiang Che (LREC/COLING, 2024)

Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities. - Honglin Mu; Yang Xu 049; Yunlong Feng; Xiaofeng Han; Yitong Li; Yutai Hou; Wanxiang Che (LREC/COLING, 2024)

LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction. - Yixuan Wang; Baoxin Wang; Yijun Liu; Dayong Wu; Wanxiang Che (LREC/COLING, 2024)

A Survey on Natural Language Processing for Programming. - Qingfu Zhu; Xianzhen Luo; Fang Liu 032; Cuiyun Gao; Wanxiang Che (LREC/COLING, 2024)

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement. - Yunlong Feng; Dechuan Teng; Yang Xu 049; Honglin Mu; Xiao Xu 005; Libo Qin 001; Qingfu Zhu; Wanxiang Che (EMNLP (Findings), 2024)

Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts. - Xianzhen Luo; Qingfu Zhu; Zhiming Zhang; Libo Qin 001; Xuanyu Zhang; Qing Yang 033; Dongliang Xu; Wanxiang Che (EMNLP, 2024)

Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL. - Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (EMNLP (Findings), 2024)

Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training. - Yixuan Wang; Xianzhen Luo; Fuxuan Wei; Yijun Liu; Qingfu Zhu; Xuanyu Zhang; Qing Yang 033; Dongliang Xu; Wanxiang Che (EMNLP, 2024)

Pro-HAN: A Heterogeneous Graph Attention Network for Profile-based Spoken Language Understanding. - Dechuan Teng; Chunlin Lu; Xiao Xu 005; Wanxiang Che; Libo Qin 001 (ICASSP, 2024)

Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding. - Libo Qin 001; Qiguang Chen; Jingxuan Zhou; Qinzheng Li; Chunlin Lu; Wanxiang Che (IJCAI, 2024)

What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration. - Libo Qin 001; Qiguang Chen; Hao Fei 003; Zhi Chen 006; Min Li 007; Wanxiang Che (NeurIPS, 2024)

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought. - Qiguang Chen; Libo Qin 001; Jiaqi Wang 012; Jingxuan Zhou; Wanxiang Che (NeurIPS, 2024)

OneBit: Towards Extremely Low-bit Large Language Models. - Yuzhuang Xu; Xu Han 007; Zonghan Yang; Shuo Wang 013; Qingfu Zhu; Zhiyuan Liu 001; Weidong Liu; Wanxiang Che (NeurIPS, 2024)

DAPT: A Dual Attention Framework for Parameter-Efficient Continual Learning of Large Language Models. - Weixiang Zhao; Shilong Wang 003; Yulin Hu; Yanyan Zhao; Bing Qin 001; Xuanyu Zhang; Qing Yang 033; Dongliang Xu; Wanxiang Che (CoRR, 2024)

Multi-Hop Table Retrieval for Open-Domain Text-to-SQL. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

MultiPoT: Multilingual Program of Thoughts Harnesses Multiple Programming Languages. - Xianzhen Luo; Qingfu Zhu; Zhiming Zhang; Libo Qin 001; Xu Wang; Qing Yang 033; Dongliang Xu; Wanxiang Che (CoRR, 2024)

Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models. - Xianzhen Luo; Qingfu Zhu; Zhiming Zhang; Xu Wang; Qing Yang 033; Dongliang Xu; Wanxiang Che (CoRR, 2024)

Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers. - Libo Qin 001; Qiguang Chen; Yuhang Zhou; Zhi Chen 006; Yinghui Li; Lizi Liao; Min Li 007; Wanxiang Che; Philip S. Yu (CoRR, 2024)

Large Language Models Meet NLP: A Survey. - Libo Qin 001; Qiguang Chen; Xiachong Feng; Yang Wu 010; Yongheng Zhang 001; Yinghui Li; Min Li 007; Wanxiang Che; Philip S. Yu (CoRR, 2024)

M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought. - Qiguang Chen; Libo Qin 001; Jin Zhang; Zhi Chen 006; Xiao Xu 005; Wanxiang Che (CoRR, 2024)

Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey. - Hao Yang; Yanyan Zhao; Yang Wu 010; Shilong Wang 003; Tian Zheng; Hongbo Zhang; Wanxiang Che; Bing Qin 001 (CoRR, 2024)

CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation. - Yuxuan Wang 001; Yijun Liu; Fei Yu; Chen Huang; Kexin Li; Zhiguo Wan; Wanxiang Che (CoRR, 2024)

Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling. - Xianzhen Luo; Yixuan Wang; Qingfu Zhu; Zhiming Zhang; Xuanyu Zhang; Qing Yang 033; Dongliang Xu; Wanxiang Che (CoRR, 2024)

DAC: Decomposed Automation Correction for Text-to-SQL. - Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Baoxin Wang; Dayong Wu; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices. - Zhi Chen 006; Qiguang Chen; Libo Qin 001; Qipeng Guo; Haijun Lv; Yicheng Zou; Wanxiang Che; Hang Yan 001; Kai Chen 026; Dahua Lin (CoRR, 2024)

Enabling Real-Time Conversations with Minimal Training Costs. - Wang Xu; Shuo Wang 013; Weilin Zhao; Xu Han 007; Yukun Yan; Yudi Zhang; Zhe Tao; Zhiyuan Liu 001; Wanxiang Che (CoRR, 2024)

In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks. - Dingzirui Wang; Xuangliang Zhang; Qiguang Chen; Longxu Dou; Xiao Xu 005; Rongyu Cao; Yingwei Ma; Qingfu Zhu; Wanxiang Che; Binhua Li; Fei Huang 002; Yongbin Li (CoRR, 2024)

Lens: Rethinking Multilingual Enhancement for Large Language Models. - Weixiang Zhao; Yulin Hu; Jiahe Guo; Xingyu Sui; Tongtong Wu; Yang Deng 002; Yanyan Zhao; Bing Qin 001; Wanxiang Che; Ting Liu 001 (CoRR, 2024)

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought. - Qiguang Chen; Libo Qin 001; Jiaqi Wang 012; Jinxuan Zhou; Wanxiang Che (CoRR, 2024)

Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models. - Xiao Xu 005; Tianhao Niu; Yuxi Xie; Libo Qin 001; Wanxiang Che; Min-Yen Kan (CoRR, 2024)

CRVQ: Channel-relaxed Vector Quantization for Extreme Compression of LLMs. - Yuzhuang Xu; Shiyu Ji; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types. - Xuanliang Zhang; Dingzirui Wang; Baoxin Wang; Longxu Dou; Xinyuan Lu; Keyan Xu; Dayong Wu; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

ConDA: state-based data augmentation for context-dependent text-to-SQL. - Dingzirui Wang; Longxu Dou; Wanxiang Che; Jiaqi Wang 003; Jinbo Liu; Lixin Li; Jingan Shang; Lei Tao; Jie Zhang; Cong Fu 014; Xuri Song (Int. J. Mach. Learn. Cybern., 2024)

Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection. - Libo Qin 001; Qiguang Chen; Jingxuan Zhou; Jin Wang; Hao Fei 003; Wanxiang Che; Min Li 007 (AAAI, 2025)

CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models. - Zihui Cheng; Qiguang Chen; Jin Zhang; Hao Fei 003; Xiaocheng Feng; Wanxiang Che; Min Li 007; Libo Qin 001 (AAAI, 2025)

CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation. - Yuxuan Wang 001; Yijun Liu; Fei Yu; Chen Huang; Kexin Li; Zhiguo Wan; Wanxiang Che; Hongyang Chen (AAAI, 2025)

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits. - Bohan Li; Jiannan Guan; Longxu Dou; Yunlong Feng; Dingzirui Wang; Yang Xu 049; Enbo Wang; Qiguang Chen; Bichen Wang; Xiao Xu 005; Yimeng Zhang; Libo Qin 001; et al. (COLING, 2025)

MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Qingfu Zhu; Wanxiang Che (COLING, 2025)

CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding. - Libo Qin 001; Fuxuan Wei; Qiguang Chen; Jingxuan Zhou; Shijue Huang; Jiasheng Si; Wenpeng Lu; Wanxiang Che (ICASSP, 2025)

Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring. - Honglin Mu; Han He; Yuxin Zhou; Yunlong Feng; Yang Xu 049; Libo Qin 001; Xiaoming Shi; Zeming Liu; Xudong Han; Qi Shi 002; Qingfu Zhu; Wanxiang Che (NAACL (Long Papers), 2025)

KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus. - Xiaoming Shi; Zeming Liu; Yiming Lei; Chenkai Zhang; Haitao Leng; Chuan Wang 002; Qingjie Liu 001; Wanxiang Che; Yunhong Wang 001 (NAACL (Findings), 2025)

Towards few-shot mixed-type dialogue generation. - Zeming Liu; Haifeng Wang 001; Zeyang Lei; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che (Sci. China Inf. Sci., 2025)

Against The Achilles' Heel: A Survey on Red Teaming for Generative Models. - Lizhi Lin; Honglin Mu; Zenan Zhai; Minghan Wang; Yuxia Wang; Renxi Wang; Junjie Gao; Yixuan Zhang; Wanxiang Che; Timothy Baldwin; Xudong Han; Haonan Li 002 (J. Artif. Intell. Res., 2025)

A survey of multilingual large language models. - Libo Qin 001; Qiguang Chen; Yuhang Zhou; Zhi Chen 006; Yinghui Li; Lizi Liao; Min Li 007; Wanxiang Che; Philip S. Yu (Patterns, 2025)

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation. - Xuanle Zhao; Xianzhen Luo; Qi Shi 002; Chi Chen 005; Shuo Wang 013; Wanxiang Che; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

ECM: A Unified Electronic Circuit Model for Explaining the Emergence of In-Context Learning and Chain-of-Thought in Large Language Model. - Qiguang Chen; Libo Qin 001; Jinhao Liu; Dengyun Peng; Jiaqi Wang 012; Mengkang Hu; Zhi Chen 006; Wanxiang Che; Ting Liu 001 (CoRR, 2025)

ReF Decompile: Relabeling and Function Call Enhanced Decompile. - Yunlong Feng; Bohan Li; Xiaoming Shi; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering. - Xuanliang Zhang; Dingzirui Wang; Keyan Xu; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus. - Xiaoming Shi; Zeming Liu; Yiming Lei; Chenkai Zhang; Haitao Leng; Chuan Wang 002; Qingjie Liu 001; Wanxiang Che; Shaoguo Liu; Size Li; Yunhong Wang 001 (CoRR, 2025)

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models. - Qiguang Chen; Libo Qin 001; Jinhao Liu; Dengyun Peng; Jiannan Guan; Peng Wang 168; Mengkang Hu; Yuhang Zhou; Te Gao; Wanxiang Che (CoRR, 2025)

Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities. - Weixiang Zhao; Xingyu Sui; Jiahe Guo; Yulin Hu; Yang Deng 002; Yanyan Zhao; Bing Qin 001; Wanxiang Che; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset. - Bingxiang He; Wenbin Zhang; Jiaxi Song; Cheng Qian 008; Zixuan Fu; Bowen Sun; Ning Ding 002; Haiwen Hong; Longtao Huang; Hui Xue 001; Ganqu Cui; Wanxiang Che; et al. (CoRR, 2025)

Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval. - Keyan Xu; Dingzirui Wang; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

Is Compression Really Linear with Code Intelligence? - Xianzhen Luo; Shijie Xuyang; Tianhao Cheng; Zheng Chu; Houyi Li; Ziqi Wang; Siming Huang; Qingfu Zhu; Qiufeng Wang; Xiangyu Zhang 005; Shuigeng Zhou; Wanxiang Che (CoRR, 2025)

RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning. - Qiguang Chen; Libo Qin 001; Jinhao Liu; Yue Liao; Jiaqi Wang 012; Jingxuan Zhou; Wanxiang Che (CoRR, 2025)

Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through Counterfactuals. - Xianzhen Luo; Qingfu Zhu; Zhiming Zhang; Mingzheng Xu; Tianhao Cheng; Yixuan Wang; Zheng Chu; Shijie Xuyang; Zhiyuan Ma; YuanTao Fan; Wanxiang Che (CoRR, 2025)

RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals. - Xuanliang Zhang; Dingzirui Wang; Keyan Xu; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners. - Weixiang Zhao; Jiahe Guo; Yang Deng 002; Tongtong Wu; Wenxuan Zhang 001; Yulin Hu; Xingyu Sui; Yanyan Zhao; Wanxiang Che; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought. - Zihui Cheng; Qiguang Chen; Xiao Xu 005; Jiaqi Wang 012; Weiyun Wang; Hao Fei 003; Yidong Wang; Alex Jinpeng Wang; Zhi Chen 006; Wanxiang Che; Libo Qin 001 (CoRR, 2025)

Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding. - Yixuan Wang; Yijun Liu; Shiyu Ji; Yuzhuang Xu; Yang Xu 049; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query. - Yixuan Wang; Shiyu Ji; Yijun Liu; Yuzhuang Xu; Yang Xu 049; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. - Hao Chen; Yukun Yan; Sen Mei; Wanxiang Che; Zhenghao Liu 001; Qi Shi 002; Xinze Li; Yuchun Fan; Pengcheng Huang 004; Qiushi Xiong; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

Augmentation with Neighboring Information for Conversational Recommendation. - Yuanxing Liu 001; Jiahuan Pei; Weinan Zhang 003; Ming Li 068; Wanxiang Che; Maarten de Rijke (ACM Trans. Inf. Syst., 2025)

Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning. - Zhiyuan Ma; Jiayu Liu; Xianzhen Luo; Zhenya Huang; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs. - Xiao Xu 005; Libo Qin 001; Wanxiang Che; Min-Yen Kan (CoRR, 2025)

Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement. - Weixiang Zhao; Jiahe Guo; Yang Deng 002; Xingyu Sui; Yulin Hu; Yanyan Zhao; Wanxiang Che; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format. - Dingzirui Wang; Xuanliang Zhang; Rongyu Cao; Longxu Dou; Xianzhen Luo; Yingwei Ma; Qingfu Zhu; Wanxiang Che; Binhua Li; Fei Huang 002; Yongbin Li (CoRR, 2025)

Learning-to-Context Slope: Evaluating In-Context Learning Effectiveness Beyond Performance Illusions. - Dingzriui Wang; Xuanliang Zhang; Keyan Xu; Qingfu Zhu; Wanxiang Che; Yang Deng 002 (CoRR, 2025)

V-SYNTHESIS: Task-Agnostic Synthesis of Consistent and Diverse In-Context Demonstrations from Scratch via V-Entropy. - Dingzirui Wang; Xuanliang Zhang; Keyan Xu; Qingfu Zhu; Wanxiang Che; Yang Deng 002 (CoRR, 2025)

AI4Research: A Survey of Artificial Intelligence for Scientific Research. - Qiguang Chen; Ming-Hsuan Yang 001; Libo Qin 001; Jinhao Liu; Zheng Yan; Jiannan Guan; Dengyun Peng; Yiyan Ji; Hanjing Li; Mengkang Hu; Yimeng Zhang; Yihao Liang; et al. (CoRR, 2025)

AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs. - Shangzhan Li; Zefan Wang; Ye He; Yuxuan Li; Qi Shi 002; Jianling Li; Yonggang Hu; Wanxiang Che; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models. - Yongheng Zhang 001; Xu Liu; Ruihan Tao; Qiguang Chen; Hao Fei 003; Wanxiang Che; Libo Qin 001 (CoRR, 2025)

MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models. - Yiyan Ji; Haoran Chen; Qiguang Chen; Chengyue Wu; Libo Qin 001; Wanxiang Che (CoRR, 2025)

Multi-Layer Attention is the Amplifier of Demonstration Effectiveness. - Dingzirui Wang; Xuangliang Zhang; Keyan Xu; Qingfu Zhu; Wanxiang Che; Yang Deng 002 (CoRR, 2025)

CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis. - Yuzhuang Xu; Xu Han 007; Yuanchi Zhang; Yixuan Wang; Yijun Liu; Shiyu Ji; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning. - Bohan Li; Longxu Dou; Yutai Hou; Yunlong Feng; Honglin Mu; Enbo Wang; Qingfu Zhu; Qinghua Sun; Wanxiang Che (Int. J. Mach. Learn. Cybern., 2025)

A survey of table reasoning with large language models. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Qingfu Zhu; Wanxiang Che (Frontiers Comput. Sci., 2025)

MPFToD: a modularized pre-training framework for consistency identification in task-oriented dialogue. - Libo Qin 001; Shijue Huang; Qiguang Chen; Qian Liu; Wanxiang Che; Ruifeng Xu 001 (Frontiers Comput. Sci., 2025)