Using neural network classifier in post-processing system for handwritten Chinese character recognition. - Ruifeng Xu 001; Daniel S. Yeung; Xizhao Wang (SMC, 2001)

Using Synonym Relations in Chinese Collocation Extraction. - Wanyin Li; Qin Lu 001; Ruifeng Xu 001 (SIGHAN@ACL, 2004)

The Construction of A Chinese Shallow Treebank. - Ruifeng Xu 001; Qin Lu 001; Yin Li; Wanyin Li (SIGHAN@ACL, 2004)

A Multi-stage Chinese Collocation Extraction System. - Ruifeng Xu 001; Qin Lu 001 (ICMLC, 2005)

Similarity Based Chinese Synonym Collocation Extraction. - Wanyin Li; Qin Lu 001; Ruifeng Xu 001 (Int. J. Comput. Linguistics Chin. Lang. Process., 2005)

Automatic Expansion of Abbreviations in Chinese News Text. - Guohong Fu; Kang-Kwong Luke; Guodong Zhou; Ruifeng Xu 001 (AIRS, 2006)

Clique Percolation Method for Finding Naturally Cohesive and Overlapping Document Clusters. - Wei Gao 001; Kam-Fai Wong; Yunqing Xia; Ruifeng Xu 001 (ICCPOL, 2006)

An Improved Method for Finding Bilingual Collocation Correspondences from Monolingual Corpora. - Ruifeng Xu 001; Kam-Fai Wong; Qin Lu 001; Wenjie Li 002 (ICCPOL, 2006)

Interaction between Lexical Base and Ontology with Formal Concept Analysis. - Sujian Li; Qin Lu 001; Wenjie Li 002; Ruifeng Xu 001 (LREC, 2006)

The Design and Construction of A Chinese Collocation Bank. - Ruifeng Xu 001; Qin Lu 001; Sujian Li (LREC, 2006)

Annotating Chinese Collocations with Multi Information. - Ruifeng Xu 001; Qin Lu 001; Kam-Fai Wong; Wenjie Li 002 (LAW@ACL, 2007)

Opinmine - Opinion Analysis System by CUHK for NTCIR-6 Pilot Task. - Ruifeng Xu 001; Kam-Fai Wong; Yunqing Xia (NTCIR, 2007)

Learning MultiLinguistic Knowledge for Opinion Analysis. - Ruifeng Xu 001; Kam-Fai Wong; Qin Lu 001; Yunqing Xia (ICIC (1), 2008)

Opinion Annotation in On-line Chinese Product Reviews. - Ruifeng Xu 001; Yunqing Xia; Kam-Fai Wong; Wenjie Li 002 (LREC, 2008)

Coarse-Fine Opinion Mining - WIA in NTCIR-7 MOAT Task. - Ruifeng Xu 001; Kam-Fai Wong; Yunqing Xia (NTCIR, 2008)

Learning Knowledge from Relevant Webpage for Opinion Analysis. - Ruifeng Xu 001; Kam-Fai Wong; Qin Lu 001; Yunqing Xia; Wenjie Li 002 (Web Intelligence, 2008)

Pattern-Based Opinion Mining for Stock Market Trend Prediction. - Kam-Fai Wong; Yunqing Xia; Ruifeng Xu 001; Mingli Wu; Wenjie Li 002 (Int. J. Comput. Process. Orient. Lang., 2008)

Building a Chinese Collocation Bank. - Ruifeng Xu 001; Qin Lu 001; Kam-Fai Wong; Wenjie Li 002 (Int. J. Comput. Process. Orient. Lang., 2009)

Introduction to Chinese Natural Language Processing - Kam-Fai Wong; Wenjie Li 002; Ruifeng Xu 001; Zheng-sheng Zhang (Morgan & Claypool Publishers, 2009)

Combine Person Name and Person Identity Recognition and Document Clustering for Chinese Person Name Disambiguation. - Ruifeng Xu 001; Jun Xu 007; Xiang-Ying Dai; Chunyu Kit (CIPS-SIGHAN, 2010)

HITSZ_CITYU: Combine Collocation, Context Words and Neighboring Sentence Sentiment in Sentiment Adjectives Disambiguation. - Ruifeng Xu 001; Jun Xu 007; Chunyu Kit (SemEval@ACL, 2010)

Cross Lingual Opinion Analysis via Transfer Learning. - Jun Xu 007; Ruifeng Xu 001; Yuxin Ding; Xiaolong Wang 001; Chunyu Kit (Aust. J. Intell. Inf. Process. Syst., 2010)

On-line new event detection using time window strategy. - Ruifeng Xu 001; Wei-Hua Peng; Jun Xu 007; Xiao Long (ICMLC, 2011)

Diversifying Question Recommendations in Community-Based Question Answering. - Yaoyun Zhang; Xiaolong Wang 001; Xuan Wang 002; Ruifeng Xu 001; Buzhou Tang (ICONIP (3), 2011)

Diversifying Information Needs in Results of Question Retrieval. - Yaoyun Zhang; Xiaolong Wang 001; Xuan Wang 002; Ruifeng Xu 001; Jun Xu 007; Shixi Fan (IJCNLP, 2011)

ICRC_HITSZ at RITE: Leveraging Multiple Classifiers Voting for Textual Entailment Recognition. - Yaoyun Zhang; Jun Xu 007; Chenlong Liu; Xiaolong Wang 001; Ruifeng Xu 001; Qingcai Chen; Xuan Wang 002; Yongshuai Hou; Buzhou Tang (NTCIR, 2011)

Instance Level Transfer Learning for Cross Lingual Opinion Analysis. - Ruifeng Xu 001; Jun Xu 007; Xiaolong Wang 001 (WASSA@ACL, 2011)

Explore Chinese Encyclopedic Knowledge to Disambiguate Person Names. - Jie Liu; Ruifeng Xu 001; Qin Lu 001; Jian Xu 014 (CIPS-SIGHAN, 2012)

Coarse-to-fine sentence-level emotion classification based on the intra-sentence features and sentential context. - Jun Xu 007; Ruifeng Xu 001; Qin Lu 001; Xiaolong Wang 001 (CIKM, 2012)

Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution. - Ruifeng Xu 001; Jun Xu 007; Jie Liu; Chengxiang Liu; Chengtian Zou; Lin Gui 003; Yanzhen Zheng; Peng Qu (EMNLP-CoNLL Shared Task, 2012)

Language model based Chinese financial news sentiment classification. - Jun Xu 007; Ruifeng Xu 001; Xiaolong Wang 001 (ICMLC, 2012)

Emotion prediction of news articles from reader's perspective based on multi-label classification. - Lu Ye; Ruifeng Xu 001; Jun Xu 007 (ICMLC, 2012)

NLPComp in TAC 2012 Entity Linking and Slot-Filling. - Jian Xu 014; Qin Lu 001; Jie Liu; Ruifeng Xu 001 (TAC, 2012)

Chinese Emotion Lexicon Developing via Multi-lingual Lexical Resources Integration. - Jun Xu 007; Ruifeng Xu 001; Yanzhen Zheng; Qin Lu 001; Kam-Fai Wong; Xiaolong Wang 001 (CICLing (2), 2013)

Burst events detection on micro-blogging. - Chengxiang Liu; Ruifeng Xu 001; Lin Gui 003 (ICMLC, 2013)

A Mixed Model for Cross Lingual Opinion Analysis. - Lin Gui 003; Ruifeng Xu 001; Jun Xu 007; Li Yuan 002; Yuanlin Yao; Jiyun Zhou; Qiaoyun Qiu; Shuwei Wang; Kam-Fai Wong; Ricky Cheung (NLPCC, 2013)

Personal Attributes Extraction in Chinese Text Bakeoff in CLP 2014: Overview. - Ruifeng Xu 001; Shuai Wang; Feng Shi; Jian Xu 014 (CIPS-SIGHAN, 2014)

Automatic Labelling of Topic Models Learned from Twitter by Summarisation. - Amparo Elizabeth Cano Basave; Yulan He 001; Ruifeng Xu 001 (ACL (2), 2014)

Cross-lingual Opinion Analysis via Negative Transfer Detection. - Lin Gui 003; Ruifeng Xu 001; Qin Lu 001; Jun Xu 007; Jian Xu 014; Bin Liu 014; Xiaolong Wang 001 (ACL (2), 2014)

Web Information Mining and Decision Support Platform for the Modern Service Industry. - Binyang Li; Lanjun Zhou; Zhongyu Wei; Kam-Fai Wong; Ruifeng Xu 001; Yunqing Xia (ACL (System Demonstrations), 2014)

A Sentence Vector Based Over-Sampling Method for Imbalanced Emotion Classification. - Tao Chen 026; Ruifeng Xu 001; Qin Lu 001; Bin Liu 014; Jun Xu 007; Lin Yao; Zhenyu He 001 (CICLing (2), 2014)

Reader Emotion Prediction Using Concept and Concept Sequence Features in News Headlines. - Yuanlin Yao; Ruifeng Xu 001; Qin Lu 001; Bin Liu 014; Jun Xu 007; Chengtian Zou; Li Yuan 002; Shuwei Wang; Lin Yao; Zhenyu He 001 (CICLing (2), 2014)

Credibility Estimation of Stock Comments Based on Publisher and Information Uncertainty Evaluation. - Qiaoyun Qiu; Ruifeng Xu 001; Bin Liu 014; Lin Gui 003; Yu Zhou 025 (ICMLC (CCIS volume), 2014)

A Storm-Based Real-Time Micro-Blogging Burst Event Detection System. - Yiding Wang; Ruifeng Xu 001; Bin Liu 014; Lin Gui 003; Bin Tang (ICMLC (CCIS volume), 2014)

Financial named entity recognition based on conditional random fields and information entropy. - Shuwei Wang; Ruifeng Xu 001; Bin Liu 014; Lin Gui 003; Yu Zhou 025 (ICMLC, 2014)

Emotion Cause Detection with Linguistic Construction in Chinese Weibo Text. - Lin Gui 003; Li Yuan 002; Ruifeng Xu 001; Bin Liu 014; Qin Lu 001; Yu Zhou 025 (NLPCC, 2014)

Identifying Opinion Leaders from Online Comments. - Yi Chen 019; Xiaolong Wang 001; Buzhou Tang; Ruifeng Xu 001; Bo Yuan; Xin Xiang; Junzhao Bu (SMP, 2014)

Combining evolutionary information extracted from frequency profiles with sequence-based kernels for protein remote homology detection. - Bin Liu 014; Deyuan Zhang; Ruifeng Xu 001; Jinghao Xu; Xiaolong Wang 001; Qingcai Chen; Qiwen Dong; Kuo-Chen Chou (Bioinform., 2014)

Using distances between Top-n-gram and residue pairs for protein remote homology detection. - Bin Liu 014; Jinghao Xu; Quan Zou 001; Ruifeng Xu 001; Xiaolong Wang 001; Qingcai Chen (BMC Bioinform., 2014)

A Joint Model for Chinese Microblog Sentiment Analysis. - Yuhui Cao; Zhao Chen; Ruifeng Xu 001; Tao Chen 026; Lin Gui 003 (SIGHAN@IJCNLP, 2015)

Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering. - Tao Chen 026; Ruifeng Xu 001; Yulan He 001; Xuan Wang 002 (ACL (2), 2015)

Trending Sentiment-Topic Detection on Twitter. - Baolin Peng; Jing Li 049; Junwen Chen; Xu Han; Ruifeng Xu 001; Kam-Fai Wong (CICLing (2), 2015)

An Iterative Emotion Classification Approach for Microblogs. - Ruifeng Xu 001; Zhaoyu Wang 005; Jun Xu 007; Junwen Chen; Qin Lu 001; Kam-Fai Wong (CICLing (2), 2015)

A Novel Class Noise Estimation Method and Application in Classification. - Lin Gui 003; Qin Lu 001; Ruifeng Xu 001; Minglei Li 001; Qikang Wei (CIKM, 2015)

Bootstrapping-based relation extraction in financial domain. - Bing Kong; Ruifeng Xu 001; Dong-Yin Wu (ICMLC, 2015)

Microblogging emotion classification based on multi-classifier integration strategy. - Zhao-Yu Wang 005; Ruifeng Xu 001; Yu Zhou 025 (ICMLC, 2015)

Learning Task Specific Distributed Paragraph Representations Using a 2-Tier Convolutional Neural Network. - Tao Chen 026; Ruifeng Xu 001; Yulan He 001; Xuan Wang 002 (ICONIP (1), 2015)

Improving Transfer Learning in Cross Lingual Opinion Analysis Through Negative Transfer Detection. - Lin Gui 003; Qin Lu 001; Ruifeng Xu 001; Qikang Wei; Yuhui Cao (KSEM, 2015)

Combining Convolutional Neural Network and Support Vector Machine for Sentiment Classification. - Yuhui Cao; Ruifeng Xu 001; Tao Chen 026 (SMP, 2015)

Word Embedding Composition for Data Imbalances in Sentiment and Emotion Classification. - Ruifeng Xu 001; Tao Chen 026; Yunqing Xia; Qin Lu 001; Bin Liu 014; Xuan Wang 002 (Cogn. Comput., 2015)

A Gloss Composition and Context Clustering Based Distributed Word Sense Representation Model. - Tao Chen 026; Ruifeng Xu 001; Yulan He 001; Xuan Wang 002 (Entropy, 2015)

Cross lingual opinion holder extraction based on multi-kernel SVMs and transfer learning. - Ruifeng Xu 001; Lin Gui 003; Jun Xu 007; Qin Lu 001; Kam-Fai Wong (World Wide Web, 2015)

CNNsite: Prediction of DNA-binding residues in proteins using Convolutional Neural Network with sequence features. - Jiyun Zhou; Qin Lu 001; Ruifeng Xu 001; Lin Gui 003; Hongpeng Wang (BIBM, 2016)

Event-Driven Emotion Cause Extraction with Corpus Construction. - Lin Gui 003; Dongyin Wu; Ruifeng Xu 001; Qin Lu 001; Yu Zhou 025 (EMNLP, 2016)

Type recognition of financial events by incorporating text and time-series features. - Feng Shi; Yu Zhou 025; Bing Kong; Ruifeng Xu 001 (ICMLC, 2016)

A sequence level latent topic modeling method for sentiment analysis via CNN based Diversified Restrict Boltzmann Machine. - Yu Zhou 025; Ruifeng Xu 001; Lin Gui 003 (ICMLC, 2016)

Intersubjectivity and Sentiment: From Language to Knowledge. - Lin Gui 003; Ruifeng Xu 001; Yulan He 001; Qin Lu 001; Zhongyu Wei (IJCAI, 2016)

Overview of NLPCC Shared Task 4: Stance Detection in Chinese Microblogs. - Ruifeng Xu 001; Yu Zhou 025; Dongyin Wu; Lin Gui 003; Jiachen Du; Yun Xue (NLPCC/ICCPOL, 2016)

Extracting Opinion Expression with Neural Attention. - Jiachen Du; Lin Gui 003; Ruifeng Xu 001 (SMP, 2016)

Emotion Cause Extraction, A Challenging Task with Corpus Construction. - Lin Gui 003; Ruifeng Xu 001; Qin Lu 001; Dongyin Wu; Yu Zhou 025 (SMP, 2016)

Disease named entity recognition by combining conditional random fields and bidirectional recurrent neural networks. - Qikang Wei; Tao Chen 026; Ruifeng Xu 001; Yulan He 001; Lin Gui 003 (Database J. Biol. Databases Curation, 2016)

Learning User and Product Distributed Representations Using a Sequence Model for Sentiment Analysis. - Tao Chen 026; Ruifeng Xu 001; Yulan He 001; Yunqing Xia; Xuan Wang 002 (IEEE Comput. Intell. Mag., 2016)

Incorporating multi-kernel function and Internet verification for Chinese person name disambiguation. - Ruifeng Xu 001; Lin Gui 003; Qin Lu 001; Shuai Wang; Jian Xu 014 (Frontiers Comput. Sci., 2016)

Leveraging Target-Oriented Information for Stance Classification. - Jiachen Du; Ruifeng Xu 001; Lin Gui 003; Xuan Wang 002 (CICLing (2), 2017)

A Question Answering Approach for Emotion Cause Extraction. - Lin Gui 003; Jiannan Hu; Yulan He 001; Ruifeng Xu 001; Qin Lu 001; Jiachen Du (EMNLP, 2017)

Stance Classification with Target-specific Neural Attention. - Jiachen Du; Ruifeng Xu 001; Yulan He 001; Lin Gui 003 (IJCAI, 2017)

A Convolutional Attention Model for Text Classification. - Jiachen Du; Lin Gui 003; Ruifeng Xu 001; Yulan He 001 (NLPCC, 2017)

Overview of NTCIR-13 ECA Task. - Qinghong Gao; Jiannan Hu; Ruifeng Xu 001; Lin Gui 003; Yulan He 001; Kam-Fai Wong; Qin Lu 001 (NTCIR, 2017)

Inferring User Profile Using Microblog Content and Friendship Network. - Zhishan Zhao; Jiachen Du; Qinghong Gao; Lin Gui 003; Ruifeng Xu 001 (SMP, 2017)

A convolutional attentional neural network for sentiment classification. - Jiachen Du; Lin Gui 003; Yulan He 001; Ruifeng Xu 001 (SPAC, 2017)

EL_PSSM-RT: DNA-binding residue prediction by integrating ensemble learning with PSSM Relation Transformation. - Jiyun Zhou; Qin Lu 001; Ruifeng Xu 001; Yulan He 001; Hongpeng Wang (BMC Bioinform., 2017)

A Question Answering Approach to Emotion Cause Extraction. - Lin Gui 003; Jiannan Hu; Yulan He 001; Ruifeng Xu 001; Qin Lu 001; Jiachen Du (CoRR, 2017)

Improving sentiment analysis via sentence type classification using BiLSTM-CRF and CNN. - Tao Chen 026; Ruifeng Xu 001; Yulan He 001; Xuan Wang 002 (Expert Syst. Appl., 2017)

Prediction of DNA-binding residues from sequence information using convolutional neural network. - Jiyun Zhou; Qin Lu 001; Ruifeng Xu 001; Lin Gui 003; Hongpeng Wang (Int. J. Data Min. Bioinform., 2017)

Learning representations from heterogeneous network for sentiment classification of product reviews. - Lin Gui 003; Yu Zhou 025; Ruifeng Xu 001; Yulan He 001; Qin Lu 001 (Knowl. Based Syst., 2017)

Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates. - Di Chen; Jiachen Du; Lidong Bing; Ruifeng Xu 001 (EMNLP, 2018)

Variational Autoregressive Decoder for Neural Response Generation. - Jiachen Du; Wenjie Li 002; Yulan He 001; Ruifeng Xu 001; Lidong Bing; Xuan Wang 002 (EMNLP, 2018)

Evaluation of Cooperative Learning in Graduate Course of Natural Language Processing. - Ruifeng Xu 001; Zhiyuan Wen (SETE@ICWL, 2018)

The UIR Uncertainty Corpus for Chinese: Annotating Chinese Microblog Corpus for Uncertainty Identification from Social Media. - Binyang Li; Jun Xiang; Le Chen; Xu Han; Xiaoyan Yu; Ruifeng Xu 001; Tengjiao Wang 003; Kam-Fai Wong (LREC, 2018)

An End-to-End Scalable Iterative Sequence Tagging with Multi-Task Learning. - Lin Gui 003; Jiachen Du; Zhishan Zhao; Yulan He 001; Ruifeng Xu 001; Chuang Fan (NLPCC (2), 2018)

Convolution-based Memory Network for Aspect-based Sentiment Analysis. - Chuang Fan; Qinghong Gao; Jiachen Du; Lin Gui 003; Ruifeng Xu 001; Kam-Fai Wong (SIGIR, 2018)

CNNH_PSS: protein 8-class secondary structure prediction by convolutional neural network with highway. - Jiyun Zhou; Hongpeng Wang; Zhishan Zhao; Ruifeng Xu 001; Qin Lu 001 (BMC Bioinform., 2018)

Negative transfer detection in transductive transfer learning. - Lin Gui 003; Ruifeng Xu 001; Qin Lu 001; Jiachen Du; Yu Zhou 025 (Int. J. Mach. Learn. Cybern., 2018)

Context-aware Embedding for Targeted Aspect-based Sentiment Analysis. - Bin Liang 004; Jiachen Du; Ruifeng Xu 001; Binyang Li; Hejiao Huang (ACL (1), 2019)

Named Entity Recognition in Clinical Text Based on Capsule-LSTM for Privacy Protection. - Changjian Liu; Jiaming Li 004; Yuhan Liu; Jiachen Du; Buzhou Tang; Ruifeng Xu 001 (AIMS, 2019)

Adversarial Training Based Cross-Lingual Emotion Cause Extraction. - Hongyu Yan; Qinghong Gao; Jiachen Du; Binyang Li; Ruifeng Xu 001 (CICLing (2), 2019)

A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis. - Chuang Fan; Hongyu Yan; Jiachen Du; Lin Gui 003; Lidong Bing; Min Yang 007; Ruifeng Xu 001; Ruibin Mao (EMNLP/IJCNLP (1), 2019)

Neural Topic Model with Reinforcement Learning. - Lin Gui 003; Jia Leng; Gabriele Pergola; Yu Zhou 025; Ruifeng Xu 001; Yulan He 001 (EMNLP/IJCNLP (1), 2019)

A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis. - Qingnan Jiang; Lei Chen 072; Ruifeng Xu 001; Xiang Ao 001; Min Yang 007 (EMNLP/IJCNLP (1), 2019)

Structural-Based Graph Publishing Under Differential Privacy. - Yiping Yin; Qing Liao 001; Yang Liu 039; Ruifeng Xu 001 (ICCC, 2019)

A Deep Learning-Based System for the MEDDOCAN Task. - Dehuan Jiang; Yedan Shen; Shuai Chen; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Ruifeng Xu 001; Jun Yan 010; Yi Zhou 005 (IberLEF@SEPLN, 2019)

Convolution-Based Neural Attention With Applications to Sentiment Classification. - Jiachen Du; Lin Gui 003; Yulan He 001; Ruifeng Xu 001; Xuan Wang 002 (IEEE Access, 2019)

MTTFsite: cross-cell type TF binding site prediction by using multi-task learning. - Jiyun Zhou; Qin Lu 001; Lin Gui 003; Ruifeng Xu 001; Yunfei Long; Hongpeng Wang (Bioinform., 2019)

Inferring user profiles in social media by joint modeling of text and networks. - Ruifeng Xu 001; Jiachen Du; Zhishan Zhao; Yulan He 001; Qinghong Gao; Lin Gui 003 (Sci. China Inf. Sci., 2019)

Interactive Dual Generative Adversarial Networks for Image Captioning. - Junhao Liu 001; Kai Wang 036; Chunpu Xu; Zhou Zhao 001; Ruifeng Xu 001; Ying Shen 001; Min Yang 007 (AAAI, 2020)

Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering. - Jian Wang 054; Junhao Liu 001; Wei Bi; Xiaojiang Liu; Kejing He; Ruifeng Xu 001; Min Yang 007 (AAAI, 2020)

Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction. - Chuang Fan; Chaofa Yuan; Jiachen Du; Lin Gui 003; Min Yang 007; Ruifeng Xu 001 (ACL, 2020)

Aspect-invariant Sentiment Features Learning: Adversarial Multi-task Learning for Aspect-based Sentiment Analysis. - Bin Liang 004; Rongdi Yin; Lin Gui 003; Jiachen Du; Yulan He 001; Ruifeng Xu 001 (CIKM, 2020)

Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis. - Bin Liang 004; Rongdi Yin; Lin Gui 003; Jiachen Du; Ruifeng Xu 001 (COLING, 2020)

Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems. - Jian Wang 054; Junhao Liu 001; Wei Bi; Xiaojiang Liu; Kejing He; Ruifeng Xu 001; Min Yang 007 (COLING, 2020)

Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training. - Wanwei He; Min Yang 007; Rui Yan 001; Chengming Li; Ying Shen 001; Ruifeng Xu 001 (EMNLP (1), 2020)

BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover's Distance. - Jianquan Li; Xiaokang Liu; Honghong Zhao; Ruifeng Xu 001; Min Yang 007; Yaohong Jin (EMNLP (1), 2020)

Emotion-Cause Pair Extraction as Sequence Labeling Based on A Novel Tagging Scheme. - Chaofa Yuan; Chuang Fan; Jianzhu Bao; Ruifeng Xu 001 (EMNLP (1), 2020)

Improving Fake Product Detection with Aspect-Based Sentiment Analysis. - Jiaming Li 004; Yonghao Fu; Daoxing Liu; Ruifeng Xu 001 (ICCC, 2020)

Context Based Quantum Language Model with Application to Question Answering. - Qin Zhao; Chenguang Hou; Ruifeng Xu 001 (ICCC, 2020)

Overview of the NLPCC 2020 Shared Task: Multi-Aspect-Based Multi-Sentiment Analysis (MAMS). - Lei Chen 072; Ruifeng Xu 001; Min Yang 007 (NLPCC (2), 2020)

Extracting the Collaboration of Entity and Attribute: Gated Interactive Networks for Aspect Sentiment Analysis. - Rongdi Yin; Hang Su; Bin Liang 004; Jiachen Du; Ruifeng Xu 001 (NLPCC (1), 2020)

A Quantum Expectation Value Based Language Model with Application to Question Answering. - Qin Zhao; Chenguang Hou; Changjian Liu; Peng Zhang; Ruifeng Xu 001 (Entropy, 2020)

Commonsense Knowledge Enhanced Memory Network for Stance Classification. - Jiachen Du; Lin Gui 003; Ruifeng Xu 001; Yunqing Xia; Xuan Wang 002; Erik Cambria (IEEE Intell. Syst., 2020)

Ensemble with estimation: seeking for optimization in class noisy data. - Ruifeng Xu 001; Zhiyuan Wen; Lin Gui 003; Qin Lu 001; Binyang Li; Xizhao Wang (Int. J. Mach. Learn. Cybern., 2020)

EL_LSTM: Prediction of DNA-Binding Residue from Protein Sequence by Combining Long Short-Term Memory and Ensemble Learning. - Jiyun Zhou; Qin Lu 001; Ruifeng Xu 001; Lin Gui 003; Hongpeng Wang (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

Prediction of TF-Binding Site by Inclusion of Higher Order Position Dependencies. - Jiyun Zhou; Qin Lu 001; Ruifeng Xu 001; Lin Gui 003; Hongpeng Wang (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning. - Bowen Qin; Min Yang 007; Lidong Bing; Qingshan Jiang; Chengming Li; Ruifeng Xu 001 (AAAI, 2021)

Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning. - Chunpu Xu; Min Yang 007; Chengming Li; Ying Shen 001; Xiang Ao 001; Ruifeng Xu 001 (AAAI, 2021)

A Neural Transition-based Model for Argumentation Mining. - Jianzhu Bao; Chuang Fan; Jipeng Wu; Yixue Dang; Jiachen Du; Ruifeng Xu 001 (ACL/IJCNLP (1), 2021)

REAM$ sharp$: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation. - Jun Gao; Wei Bi; Ruifeng Xu 001; Shuming Shi 001 (ACL/IJCNLP (Findings), 2021)

Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking. - Binzong Geng; Fajie Yuan; Qiancheng Xu; Ying Shen 001; Ruifeng Xu 001; Min Yang 007 (ACL/IJCNLP (2), 2021)

A Privacy Knowledge Transfer Method for Clinical Concept Extraction. - Xuan Luo; Yiping Yin; Yice Zhang; Ruifeng Xu 001 (AIMS, 2021)

LightBERT: A Distilled Chinese BERT Model. - Yice Zhang; Yihui Li; Peng Xu; Ruifeng Xu 001; Jianxin Li 002; Guozhong Shi; Feiran Hu (AIMS, 2021)

Quantum Attention Based Language Model for Answer Selection. - Qin Zhao; Chenguang Hou; Ruifeng Xu 001 (AIMS, 2021)

Target-based Sentiment Analysis in Finance with Domain Knowledge. - Caihua Yang; Jianzhu Bao; Xiaoqi Yu; Ruifeng Xu 001 (CCIS, 2021)

Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning. - Bin Liang 004; Wangda Luo; Xiang Li; Lin Gui 003; Min Yang 007; Xiaoqi Yu; Ruifeng Xu 001 (CIKM, 2021)

An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing. - Yi Chen 019; Haiyun Jiang; Lemao Liu; Shuming Shi 001; Chuang Fan; Min Yang 007; Ruifeng Xu 001 (EMNLP (1), 2021)

Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph. - Jianzhu Bao; Bin Liang 004; Jingyi Sun; Yice Zhang; Min Yang 007; Ruifeng Xu 001 (EMNLP (1), 2021)

Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations. - Jun Gao; Yuhan Liu; Haolin Deng; Wei Wang 138; Yu Cao; Jiachen Du; Ruifeng Xu 001 (EMNLP (Findings), 2021)

Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge. - Bin Liang 004; Hang Su; Rongdi Yin; Lin Gui 003; Min Yang 007; Qin Zhao; Xiaoqi Yu; Ruifeng Xu 001 (EMNLP (1), 2021)

Progressive Self-Training with Discriminator for Aspect Term Extraction. - Qianlong Wang 001; Zhiyuan Wen; Qin Zhao; Min Yang 007; Ruifeng Xu 001 (EMNLP (1), 2021)

Generating Empathetic Responses by Injecting Anticipated Emotion. - Yuhan Liu; Jiachen Du; Xiang Li; Ruifeng Xu 001 (ICASSP, 2021)

Contrastive Learning for Multiple Models in One Supernet. - Sean Xu; Yihui Li; Yice Zhang; Ruifeng Xu 001; Jianxin Li 002; Guozhong Shi; Feiran Hu (ICCC, 2021)

Multi-Modal Sarcasm Detection with Interactive In-Modal and Cross-Modal Graphs. - Bin Liang 004; Chenwei Lou; Xiang Li; Lin Gui 003; Min Yang 007; Ruifeng Xu 001 (ACM Multimedia, 2021)

A Hierarchical Sequence Labeling Model for Argument Pair Extraction. - Jingyi Sun; Qinglin Zhu; Jianzhu Bao; Jipeng Wu; Caihua Yang; Rui Wang 092; Ruifeng Xu 001 (NLPCC (2), 2021)

HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection. - Qinglin Zhu; Zijie Lin; Yice Zhang; Jingyi Sun; Xiang Li; Qihui Lin; Yixue Dang; Ruifeng Xu 001 (SemEval@ACL/IJCNLP, 2021)

Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification. - Binzong Geng; Min Yang 007; Fajie Yuan; Shupeng Wang; Xiang Ao 001; Ruifeng Xu 001 (SIGIR, 2021)

Accelerating Neural Architecture Search for Natural Language Processing with Knowledge Distillation and Earth Mover's Distance. - Jianquan Li; Xiaokang Liu; Sheng Zhang 022; Min Yang 007; Ruifeng Xu 001; Fengqing Qin (SIGIR, 2021)

Affective Dependency Graph for Sarcasm Detection. - Chenwei Lou; Bin Liang 004; Lin Gui 003; Yulan He 001; Yixue Dang; Ruifeng Xu 001 (SIGIR, 2021)

Abstractive Text Summarization with Hierarchical Multi-scale Abstraction Modeling and Dynamic Memory. - Lihan Wang; Min Yang 007; Chengming Li; Ying Shen 001; Ruifeng Xu 001 (SIGIR, 2021)

Target-adaptive Graph for Cross-target Stance Detection. - Bin Liang 004; Yonghao Fu; Lin Gui 003; Min Yang 007; Jiachen Du; Yulan He 001; Ruifeng Xu 001 (WWW, 2021)

REAM#: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation. - Jun Gao; Wei Bi; Ruifeng Xu 001; Shuming Shi 001 (CoRR, 2021)

Multi-goal multi-agent learning for task-oriented dialogue with bidirectional teacher-student learning. - Wanwei He; Yang Sun; Min Yang 007; Feng Ji; Chengming Li; Ruifeng Xu 001 (Knowl. Based Syst., 2021)

Retrieval-enhanced adversarial training with dynamic memory-augmented attention for image paragraph captioning. - Chunpu Xu; Min Yang 007; Xiang Ao 001; Ying Shen 001; Ruifeng Xu 001; Jinwen Tian (Knowl. Based Syst., 2021)

Multi-Task Sequence Tagging for Emotion-Cause Pair Extraction Via Tag Distribution Refinement. - Chuang Fan; Chaofa Yuan; Lin Gui 003; Yue Zhang 004; Ruifeng Xu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Improving Cross-Modal Image-Text Retrieval With Teacher-Student Learning. - Junhao Liu 001; Min Yang 007; Chengming Li; Ruifeng Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing. - Yi Chen 019; Jiayang Cheng; Haiyun Jiang; Lemao Liu; Haisong Zhang; Shuming Shi 001; Ruifeng Xu 001 (ACL (1), 2022)

Have my arguments been replied to? Argument Pair Extraction as Machine Reading Comprehension. - Jianzhu Bao; Jingyi Sun; Qinglin Zhu; Ruifeng Xu 001 (ACL (2), 2022)

Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering. - Jun Gao; Wei Wang 138; Changlong Yu; Huan Zhao 002; Wilfred Ng; Ruifeng Xu 001 (ACL (1), 2022)

Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network. - Bin Liang 004; Chenwei Lou; Xiang Li; Min Yang 007; Lin Gui 003; Yulan He 001; Wenjie Pei; Ruifeng Xu 001 (ACL (1), 2022)

JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection. - Bin Liang 004; Qinglin Zhu; Xiang Li; Min Yang 007; Lin Gui 003; Yulan He 001; Ruifeng Xu 001 (ACL (1), 2022)

Frequently Asked Question Pair Generation for Rule and Regulation Document. - Keyang Ding; Chenran Cai; Shijue Huang; Rui Wang 092; Qianlong Wang 001; Jianxin Li 002; Guozhong Shi; Feiran Hu; Fengxin Li; Ruifeng Xu 001 (AIMS, 2022)

Indicator-Specific Recurrent Neural Networks with Co-teaching for Stock Trend Prediction. - Hongling Xu; Jingqian Zhao; Xiaoqi Yu; Yixue Dang; Yang Sun; Jianzhu Bao; Ruifeng Xu 001 (AIMS, 2022)

Developing Relationships: A Heterogeneous Graph Network with Learnable Edge Representation for Emotion Identification in Conversations. - Zhenyu Li; Geng Tu; Xingwei Liang; Ruifeng Xu 001 (CICAI (3), 2022)

Interactive Fusion Network with Recurrent Attention for Multimodal Aspect-based Sentiment Analysis. - Jun Wang; Qianlong Wang 001; Zhiyuan Wen; Xingwei Liang; Ruifeng Xu 001 (CICAI (3), 2022)

Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis. - Zijie Lin; Bin Liang 004; Yunfei Long; Yixue Dang; Min Yang 007; Min Zhang; Ruifeng Xu 001 (COLING, 2022)

Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing. - Zeyi Zhong; Min Yang 007; Ruifeng Xu 001 (COLING, 2022)

MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation. - Yi Chen 019; Haiyun Jiang; Lemao Liu; Rui Wang 092; Shuming Shi 001; Ruifeng Xu 001 (EMNLP (Findings), 2022)

A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism. - Jianzhu Bao; Yuhang He; Yang Sun; Bin Liang 004; Jiachen Du; Bing Qin 001; Min Yang 007; Ruifeng Xu 001 (EMNLP, 2022)

AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning. - Jianzhu Bao; Yasheng Wang; Yitong Li; Fei Mi; Ruifeng Xu 001 (EMNLP, 2022)

Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction. - Jun Gao; Changlong Yu; Wei Wang 138; Huan Zhao 002; Ruifeng Xu 001 (EMNLP (Findings), 2022)

Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering. - Xuan Luo; Chuang Fan; Yice Zhang; Wanguo Jiang; Bing Qin 001; Ruifeng Xu 001 (EMNLP (Findings), 2022)

Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification. - Yang Sun; Bin Liang 004; Jianzhu Bao; Min Yang 007; Ruifeng Xu 001 (EMNLP (Findings), 2022)

SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis. - Bingbing Wang; Bin Liang 004; Jiachen Du; Min Yang 007; Ruifeng Xu 001 (EMNLP, 2022)

Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction. - Yice Zhang; Yifan Yang 005; Yihui Li; Bin Liang 004; Shiwei Chen; Yixue Dang; Min Yang 007; Ruifeng Xu 001 (EMNLP, 2022)

CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation. - Han Zhang 025; Sheng Zhang 022; Yang Xiang; Bin Liang 004; Jinsong Su; Zhongjian Miao; Hui Wang 030; Ruifeng Xu 001 (EMNLP (Findings), 2022)

A Coarse-to-Fine Text Matching Framework for Customer Service Question Answering. - Ang Li; Xingwei Liang; Miao Zhang; Bingbing Wang; Guanrong Chen; Jun Gao; Qihui Lin; Ruifeng Xu 001 (ICCC, 2022)

Solving a Cloze Test for Generative Commonsense Question Answering. - Xuan Luo; Yihui Li; Ruifeng Xu 001 (ICCC, 2022)

HITSZ-HLT at SemEval-2022 Task 10: A Span-Relation Extraction Framework for Structured Sentiment Analysis. - Yihui Li; Yifan Yang 005; Yice Zhang; Ruifeng Xu 001 (SemEval@NAACL, 2022)

Towards Event-level Causal Relation Identification. - Chuang Fan; Daoxing Liu; Libo Qin 001; Yue Zhang 004; Ruifeng Xu 001 (SIGIR, 2022)

Dual Pseudo Supervision for Semi-Supervised Text Classification with a Reliable Teacher. - Shujie Li 001; Min Yang 007; Chengming Li; Ruifeng Xu 001 (SIGIR, 2022)

Translation-Based Implicit Annotation Projection for Zero-Shot Cross-Lingual Event Argument Extraction. - Chenwei Lou; Jun Gao; Changlong Yu; Wei Wang 138; Huan Zhao 002; Weiwei Tu; Ruifeng Xu 001 (SIGIR, 2022)

Masking and Generation: An Unsupervised Method for Sarcasm Detection. - Rui Wang 092; Qianlong Wang 001; Bin Liang 004; Yi Chen 019; Zhiyuan Wen; Bing Qin 001; Ruifeng Xu 001 (SIGIR, 2022)

Image-Text Retrieval via Contrastive Learning with Auxiliary Generative Features and Support-set Regularization. - Lei Zhang 201; Min Yang 007; Chengming Li; Ruifeng Xu 001 (SIGIR, 2022)

Enhancing Zero-Shot Stance Detection via Targeted Background Knowledge. - Qinglin Zhu; Bin Liang 004; Jingyi Sun; Jiachen Du; Lanjun Zhou; Ruifeng Xu 001 (SIGIR, 2022)

Zero-Shot Stance Detection via Contrastive Learning. - Bin Liang 004; Zixiao Chen; Lin Gui 003; Yulan He 001; Min Yang 007; Ruifeng Xu 001 (WWW, 2022)

Empathetic Response Generation with State Management. - Yuhan Liu; Jun Gao; Jiachen Du; Lanjun Zhou; Ruifeng Xu 001 (CoRR, 2022)

Generating Tips from Song Reviews: A New Dataset and Framework. - Jingya Zang; Cuiyun Gao 001; Yupan Chen; Ruifeng Xu 001; Lanjun Zhou; Xuan Wang 002 (CoRR, 2022)

Interpretable Proof Generation via Iterative Backward Reasoning. - Hanhao Qu; Yu Cao; Jun Gao; Liang Ding; Ruifeng Xu 001 (CoRR, 2022)

Quantum-Inspired Complex-Valued Language Models for Aspect-Based Sentiment Classification. - Qin Zhao; Chenguang Hou; Ruifeng Xu 001 (Entropy, 2022)

Sememe knowledge and auxiliary information enhanced approach for sarcasm detection. - Zhiyuan Wen; Lin Gui 003; Qianlong Wang 001; Mingyue Guo; Xiaoqi Yu; Jiachen Du; Ruifeng Xu 001 (Inf. Process. Manag., 2022)

Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks. - Bin Liang 004; Hang Su; Lin Gui 003; Erik Cambria; Ruifeng Xu 001 (Knowl. Based Syst., 2022)

Improving sequence labeling with labeled clue sentences. - Qianlong Wang 001; Zhiyuan Wen; Keyang Ding; Qin Zhao; Min Yang 007; Xiaoqi Yu; Ruifeng Xu 001 (Knowl. Based Syst., 2022)

Enhancing Structure Preservation in Coreference Resolution by Constrained Graph Encoding. - Chuang Fan; Jiaming Li 004; Xuan Luo; Ruifeng Xu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Prompt-Based Prototypical Framework for Continual Relation Extraction. - Han Zhang 025; Bin Liang 004; Min Yang 007; Hui Wang 030; Ruifeng Xu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Multi Task Mutual Learning for Joint Sentiment Classification and Topic Detection. - Lin Gui 003; Jia Leng; Jiyun Zhou; Ruifeng Xu 001; Yulan He 001 (IEEE Trans. Knowl. Data Eng., 2022)

Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary. - Xiaokang Liu; Jianquan Li; Jingjing Mu; Min Yang 007; Ruifeng Xu 001; Benyou Wang (AAAI, 2023)

Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems. - Qiancheng Xu; Min Yang 007; Ruifeng Xu 001 (AAAI, 2023)

A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning. - Fangqi Zhu; Jun Gao; Changlong Yu; Wei Wang 138; Chen Xu; Xin Mu; Min Yang 007; Ruifeng Xu 001 (AAAI, 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)

A Synthetic Data Generation Framework for Grounded Dialogues. - Jianzhu Bao; Rui Wang 092; Yasheng Wang; Aixin Sun; Yitong Li; Fei Mi; Ruifeng Xu 001 (ACL (1), 2023)

Probing Graph Decomposition for Argument Pair Extraction. - Yang Sun; Bin Liang 004; Jianzhu Bao; Yice Zhang; Geng Tu; Min Yang 007; Ruifeng Xu 001 (ACL (Findings), 2023)

Focal Training and Tagger Decouple for Grammatical Error Correction. - Minghuan Tan; Min Yang 007; Ruifeng Xu 001 (ACL (Findings), 2023)

Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations. - Geng Tu; Bin Liang 004; Ruibin Mao; Min Yang 007; Ruifeng Xu 001 (ACL (Findings), 2023)

Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models. - Rui Wang 092; Jianzhu Bao; Fei Mi; Yi Chen 007; Hongru Wang 003; Yasheng Wang; Yitong Li; Lifeng Shang; Kam-Fai Wong; Ruifeng Xu 001 (ACL (1), 2023)

An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis. - Yice Zhang; Yifan Yang 005; Bin Liang 004; Shiwei Chen; Bing Qin 001; Ruifeng Xu 001 (ACL (Findings), 2023)

A Diffusion Model for Event Skeleton Generation. - Fangqi Zhu; Lin Zhang; Jun Gao; Bing Qin 001; Ruifeng Xu 001; Haiqin Yang (ACL (Findings), 2023)

A Generative Model for Structured Sentiment Analysis. - Yihui Li; Yice Zhang; Yifan Yang 005; Ruifeng Xu 001 (AIMS, 2023)

SRACas: A Social Role-Aware Graph Neural Network-Based Model for Popularity Prediction of Information Cascades. - Zhenhua Huang 002; Yuhang He; Shaojie Wang; Zhenyu Wang 001; Ruifeng Xu 001; Sharad Merothra (DASFAA (3), 2023)

Do Topic and Causal Consistency Affect Emotion Cognition? A Graph Interactive Network for Conversational Emotion Detection. - Geng Tu; Bin Liang 004; Xiucheng Lyu; Lin Gui 003; Ruifeng Xu 001 (ECAI, 2023)

Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs. - Hongru Wang 003; Rui Wang 092; Fei Mi; Yang Deng 002; Zezhong Wang 004; Bin Liang 004; Ruifeng Xu 001; Kam-Fai Wong (EMNLP (Findings), 2023)

In-context Learning for Few-shot Multimodal Named Entity Recognition. - Chenran Cai; Qianlong Wang 001; Bin Liang 004; Bing Qin 001; Min Yang 007; Kam-Fai Wong; Ruifeng Xu 001 (EMNLP (Findings), 2023)

Stance Detection on Social Media with Background Knowledge. - Ang Li; Bin Liang 004; Jingqian Zhao; Bowen Zhang 005; Min Yang 007; Ruifeng Xu 001 (EMNLP, 2023)

Set Learning for Generative Information Extraction. - Jiangnan Li; Yice Zhang; Bin Liang 004; Kam-Fai Wong; Ruifeng Xu 001 (EMNLP, 2023)

A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection. - Geng Tu; Ran Jing; Bin Liang 004; Min Yang 007; Kam-Fai Wong; Ruifeng Xu 001 (EMNLP, 2023)

An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations. - Geng Tu; Bin Liang 004; Bing Qin 001; Kam-Fai Wong; Ruifeng Xu 001 (EMNLP (Findings), 2023)

Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models. - Qianlong Wang 001; Keyang Ding; Bin Liang 004; Min Yang 007; Ruifeng Xu 001 (EMNLP (Findings), 2023)

Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction. - Yice Zhang; Yifan Yang 005; Meng Li; Bin Liang 004; Shiwei Chen; Ruifeng Xu 001 (EMNLP, 2023)

Learning to Describe for Predicting Zero-shot Drug-Drug Interactions. - Fangqi Zhu; Yongqi Zhang; Lei Chen 072; Bing Qin 001; Ruifeng Xu 001 (EMNLP, 2023)

An Unsupervised Method for Sarcasm Detection with Prompts. - Qihui Lin; Chenwei Lou; Bin Liang 004; Qianlong Wang 001; Zhiyuan Wen; Ruibin Mao; Ruifeng Xu 001 (ICCC, 2023)

T4S: Two-Stage Screenplay Synopsis Summary Generation with Turning Points. - Depei Wang; Wenyi Sun; Cheng Luo; Dachang Liu; Ruibin Mao; Ruifeng Xu 001 (ICCC, 2023)

Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study. - Yi Chen 019; Rui Wang 092; Haiyun Jiang; Shuming Shi 001; Ruifeng Xu 001 (IJCNLP (Findings), 2023)

Improving Conversational Aspect-Based Sentiment Quadruple Analysis with Overall Modeling. - Chenran Cai; Qin Zhao; Ruifeng Xu 001; Bing Qin 001 (NLPCC (3), 2023)

Multimodal Dialogue Understanding via Holistic Modeling and Sequence Labeling. - Chenran Cai; Qin Zhao; Ruifeng Xu 001; Bing Qin 001 (NLPCC (3), 2023)

Improving Few-Shot and Zero-Shot Entity Linking with Coarse-to-Fine Lexicon-Based Retriever. - Shijue Huang; Bingbing Wang; Libo Qin 001; Qin Zhao; Ruifeng Xu 001 (NLPCC (3), 2023)

Adversarial Meta Prompt Tuning for Open Compound Domain Adaptive Intent Detection. - Feiteng Fang; Min Yang 007; Chengming Li; Ruifeng Xu 001 (SIGIR, 2023)

Reducing Spurious Correlations for Relation Extraction by Feature Decomposition and Semantic Augmentation. - Tianshu Yu 002; Min Yang 007; Chengming Li; Ruifeng Xu 001 (SIGIR, 2023)

Reducing Spurious Correlations for Aspect-Based Sentiment Analysis with Variational Information Bottleneck and Contrastive Learning. - Mingshan Chang; Min Yang 007; Qingshan Jiang; Ruifeng Xu 001 (CoRR, 2023)

Exploring the Feasibility of ChatGPT for Event Extraction. - Jun Gao; Huan Zhao 002; Changlong Yu; Ruifeng Xu 001 (CoRR, 2023)

Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: A Preliminary Empirical Study. - Yi Chen 019; Rui Wang 092; Haiyun Jiang; Shuming Shi 001; Ruifeng Xu 001 (CoRR, 2023)

Chain-of-thought prompting for responding to in-depth dialogue questions with LLM. - Hongru Wang 003; Rui Wang 092; Fei Mi; Zezhong Wang 004; Ruifeng Xu 001; Kam-Fai Wong (CoRR, 2023)

Self-Critique Prompting with Large Language Models for Inductive Instructions. - Rui Wang 092; Hongru Wang 003; Fei Mi; Yi Chen 007; Ruifeng Xu 001; Kam-Fai Wong (CoRR, 2023)

A Comprehensive Survey on Deep Learning for Relation Extraction: Recent Advances and New Frontiers. - Xiaoyan Zhao 005; Yang Deng 002; Min Yang 007; Lingzhi Wang 001; Rui Zhang 003; Hong Cheng 001; Wai Lam; Ying Shen 001; Ruifeng Xu 001 (CoRR, 2023)

A Benchmark for Text Expansion: Datasets, Metrics, and Baselines. - Yi Chen 019; Haiyun Jiang; Wei Bi; Rui Wang 092; Longyue Wang; Shuming Shi 001; Ruifeng Xu 001 (CoRR, 2023)

Benchmarking Large Language Models with Augmented Instructions for Fine-grained Information Extraction. - Jun Gao; Huan Zhao 002; Yice Zhang; Wei Wang 138; Changlong Yu; Ruifeng Xu 001 (CoRR, 2023)

COPF: Continual Learning Human Preference through Optimal Policy Fitting. - Han Zhang 025; Lin Gui 003; Yuanzhao Zhai; Hui Wang 030; Yu Lei; Ruifeng Xu 001 (CoRR, 2023)

EgoPlan-Bench: Benchmarking Egocentric Embodied Planning with Multimodal Large Language Models. - Yi Chen 019; Yuying Ge; Yixiao Ge; Mingyu Ding; Bohao Li 002; Rui Wang 092; Ruifeng Xu 001; Ying Shan; Xihui Liu (CoRR, 2023)

Hierarchical conversation flow transition and reasoning for conversational machine comprehension. - Xiao Liu; Min Yang 007; Ziyu Lyu; Dongding Lin; Piji Li; Ruifeng Xu 001 (Neural Comput. Appl., 2023)

Lite-RTSE: Exploring a Cost-Effective Lite DNN Model for Real-Time Speech Enhancement in RTC Scenarios. - Xingwei Liang; Lu Zhang 055; Zhiyong Wu 001; Ruifeng Xu 001 (IEEE Signal Process. Lett., 2023)

Embedding Refinement Framework for Targeted Aspect-Based Sentiment Analysis. - Bin Liang 004; Rongdi Yin; Jiachen Du; Lin Gui 003; Yulan He 001; Min Yang 007; Ruifeng Xu 001 (IEEE Trans. Affect. Comput., 2023)

Sentiment- Emotion- and Context-Guided Knowledge Selection Framework for Emotion Recognition in Conversations. - Geng Tu; Bin Liang 004; Dazhi Jiang; Ruifeng Xu 001 (IEEE Trans. Affect. Comput., 2023)

Few-shot Aspect Category Sentiment Analysis via Meta-learning. - Bin Liang 004; Xiang Li; Lin Gui 003; Yonghao Fu; Yulan He 001; Min Yang 007; Ruifeng Xu 001 (ACM Trans. Inf. Syst., 2023)

Learning to Generate Tips from Song Reviews. - Jingya Zang; Cuiyun Gao 001; Yupan Chen; Ruifeng Xu 001; Lanjun Zhou; Xuan Wang 002 (Neural Networks, 2023)

Exploring Privileged Features for Relation Extraction With Contrastive Student-Teacher Learning. - Xiaoyan Zhao 005; Min Yang 007; Qiang Qu; Ruifeng Xu 001; Jieke Li (IEEE Trans. Knowl. Data Eng., 2023)

Leveraging hierarchical semantic-emotional memory in emotional conversation generation. - Min Yang 007; Zhenwei Wang; Qiancheng Xu; Chengming Li; Ruifeng Xu 001 (CAAI Trans. Intell. Technol., 2023)

Multi-task deep cross-attention networks for far-field speaker verification and keyword spotting. - Xingwei Liang; Zehua Zhang; Ruifeng Xu 001 (EURASIP J. Audio Speech Music. Process., 2023)

Multi-perspective contrastive learning framework guided by sememe knowledge and label information for sarcasm detection. - Zhiyuan Wen; Rui Wang 092; Xuan Luo; Qianlong Wang 001; Bin Liang 004; Jiachen Du; Xiaoqi Yu; Lin Gui 003; Ruifeng Xu 001 (Int. J. Mach. Learn. Cybern., 2023)

Counterfactual-Enhanced Information Bottleneck for Aspect-Based Sentiment Analysis. - Mingshan Chang; Min Yang 007; Qingshan Jiang; Ruifeng Xu 001 (AAAI, 2024)

Enhancing Multi-Label Classification via Dynamic Label-Order Learning. - Jiangnan Li; Yice Zhang; Shiwei Chen; Ruifeng Xu 001 (AAAI, 2024)

Adaptive Graph Learning for Multimodal Conversational Emotion Detection. - Geng Tu; Tian Xie; Bin Liang 004; Hongpeng Wang; Ruifeng Xu 001 (AAAI, 2024)

WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations. - Haolin Deng; Chang Wang; Xin Li; Dezhang Yuan; Junlang Zhan; Tianhua Zhou; Jin Ma 003; Jun Gao; Ruifeng Xu 001 (ACL (1), 2024)

Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training. - Feiteng Fang; Yuelin Bai; Shiwen Ni; Min Yang 007; Xiaojun Chen 006; Ruifeng Xu 001 (ACL (1), 2024)

Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning. - Yuhang He; Jianzhu Bao; Yang Sun; Bin Liang 004; Min Yang 007; Bing Qin 001; Ruifeng Xu 001 (ACL (Findings), 2024)

E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models. - Jinchang Hou; Chang Ao; Haihong Wu; Xiangtao Kong; Zhigang Zheng; Daijia Tang; Chengming Li; Xiping Hu; Ruifeng Xu 001; Shiwen Ni; Min Yang 007 (ACL (Findings), 2024)

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios. - Shijue Huang; Wanjun Zhong; Jianqiao Lu; Qi Zhu 011; Jiahui Gao; Weiwen Liu; Yutai Hou; Xingshan Zeng; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Ruifeng Xu 001; et al. (ACL (Findings), 2024)

Multi-modal Stance Detection: New Datasets and Model. - Bin Liang 004; Ang Li; Jingqian Zhao; Lin Gui 003; Min Yang 007; Yue Yu 001; Kam-Fai Wong; Ruifeng Xu 001 (ACL (Findings), 2024)

Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models. - Shiwen Ni; Dingwei Chen; Chengming Li; Xiping Hu; Ruifeng Xu 001; Min Yang 007 (ACL (1), 2024)

Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining. - Yang Sun; Guanrong Chen; Caihua Yang; Jianzhu Bao; Bin Liang 004; Xi Zeng; Min Yang 007; Ruifeng Xu 001 (ACL (Findings), 2024)

PITA: Prompting Task Interaction for Argumentation Mining. - Yang Sun; Muyi Wang; Jianzhu Bao; Bin Liang 004; Xiaoyan Zhao 005; Caihua Yang; Min Yang 007; Ruifeng Xu 001 (ACL (1), 2024)

NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models. - Ancheng Xu; Minghuan Tan; Lei Wang 185; Min Yang 007; Ruifeng Xu 001 (ACL (Findings), 2024)

Improving In-Context Learning with Prediction Feedback for Sentiment Analysis. - Hongling Xu; Qianlong Wang 001; Yice Zhang; Min Yang 007; Xi Zeng; Bing Qin 001; Ruifeng Xu 001 (ACL (Findings), 2024)

Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction. - Yice Zhang; Jie Zeng; Weiming Hu; Ziyi Wang; Shiwei Chen; Ruifeng Xu 001 (ACL (1), 2024)

CLHA: A Simple Yet Effective Contrastive Learning Framework for Human Alignment. - Feiteng Fang; Liang Zhu; Xi Feng; Jinchang Hou; Qixuan Zhao; Chengming Li; Xiping Hu; Ruifeng Xu 001; Min Yang 007 (LREC/COLING, 2024)

TP-Link: Fine-grained Pre-Training for Text-to-SQL Parsing with Linking Information. - Ziqiang Liu; Shujie Li 001; Zefeng Cai; Xiangyu Li; Yunshui Li; Chengming Li; Xiping Hu; Ruifeng Xu 001; Min Yang 007 (LREC/COLING, 2024)

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property. - Shiwen Ni; Minghuan Tan; Yuelin Bai; Fuqiang Niu; Min Yang 007; Bowen Zhang 005; Ruifeng Xu 001; Xiaojun Chen 006; Chengming Li; Xiping Hu (LREC/COLING, 2024)

Layer-wise Regularized Dropout for Neural Language Models. - Shiwen Ni; Min Yang 007; Ruifeng Xu 001; Chengming Li; Xiping Hu (LREC/COLING, 2024)

In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis. - Qianlong Wang 001; Hongling Xu; Keyang Ding; Bin Liang 004; Ruifeng Xu 001 (LREC/COLING, 2024)

BC-Prover: Backward Chaining Prover for Formal Theorem Proving. - Yuhang He; Jihai Zhang 001; Jianzhu Bao; Fangquan Lin; Cheng Yang 008; Bing Qin 001; Ruifeng Xu 001; Wotao Yin (EMNLP, 2024)

Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition. - Geng Tu; Jun Wang; Zhenyu Li; Shiwei Chen; Bin Liang 004; Xi Zeng; Min Yang 007; Ruifeng Xu 001 (EMNLP (Findings), 2024)

SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-Modal Intent Detection. - Shijue Huang; Libo Qin 001; Bingbing Wang; Geng Tu; Ruifeng Xu 001 (ICASSP, 2024)

Lightweight Multi-Axial Transformer with Frequency Prompt for Single Channel Speech Enhancement. - Xingwei Liang; Zehua Zhang; Mingjiang Wang; Ruifeng Xu 001 (ICASSP, 2024)

Enhancing Argumentative Relation Classification by Multi-Granularity Retrieval and Heterogeneous Graph Reasoning. - Caihua Yang; Jianzhu Bao; Bin Liang 004; Ruifeng Xu 001 (ICASSP, 2024)

Enhancing Generative Aspect-Based Sentiment Analysis with Relation-Level Supervision and Prompt. - Yifan Yang 005; Yice Zhang; Ruifeng Xu 001 (ICASSP, 2024)

Hybrid Attention Time-Frequency Analysis Network for Single-Channel Speech Enhancement. - Zehua Zhang; Xingwei Liang; Ruifeng Xu 001; Mingjiang Wang (ICASSP, 2024)

CPPO: Continual Learning for Reinforcement Learning with Human Feedback. - Han Zhang 025; Yu Lei; Lin Gui 003; Min Yang 007; Yulan He 001; Hui Wang 030; Ruifeng Xu 001 (ICLR, 2024)

Multimodal Emotion Recognition Calibration in Conversations. - Geng Tu; Feng Xiong; Bin Liang 004; Hui Wang 030; Xi Zeng; Ruifeng Xu 001 (ACM Multimedia, 2024)

Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting. - Rui Wang 092; Hongru Wang 003; Fei Mi; Boyang Xue; Yi Chen 007; Kam-Fai Wong; Ruifeng Xu 001 (NAACL-HLT, 2024)

Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models. - Rui Wang 092; Fei Mi; Yi Chen 007; Boyang Xue; Hongru Wang 003; Qi Zhu 007; Kam-Fai Wong; Ruifeng Xu 001 (NAACL-HLT (Findings), 2024)

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models. - Ziqiang Liu; Feiteng Fang; Xi Feng; Xeron Du; Chenhao Zhang 005; Noah Wang; Yuelin Bai; Qixuan Zhao; Liyang Fan; Chengguang Gan; Hongquan Lin; Jiaming Li 004; et al. (NeurIPS, 2024)

A Persona-Infused Cross-Task Graph Network for Multimodal Emotion Recognition with Emotion Shift Detection in Conversations. - Geng Tu; Feng Xiong; Bin Liang 004; Ruifeng Xu 001 (SIGIR, 2024)

Improving In-Context Learning via Sequentially Selection and Preference Alignment for Few-Shot Aspect-Based Sentiment Analysis. - Qianlong Wang 001; Keyang Ding; Xuan Luo; Ruifeng Xu 001 (SIGIR, 2024)

HITSZ-HLT at WASSA-2024 Shared Task 2: Language-agnostic Multi-task Learning for Explainability of Cross-lingual Emotion Detection. - Feng Xiong; Jun Wang; Geng Tu; Ruifeng Xu 001 (WASSA, 2024)

History, Development, and Principles of Large Language Models-An Introductory Survey. - Zhibo Chu; Shiwen Ni; Zichong Wang; Xi Feng; Chengming Li; Xiping Hu; Ruifeng Xu 001; Min Yang 007; Wenbin Zhang 002 (CoRR, 2024)

EventRL: Enhancing Event Extraction with Outcome Supervision for Large Language Models. - Jun Gao; Huan Zhao 002; Wei Wang 138; Changlong Yu; Ruifeng Xu 001 (CoRR, 2024)

Mitigating Biases of Large Language Models in Stance Detection with Calibration. - Ang Li; Jingqian Zhao; Bin Liang 004; Lin Gui 003; Hui Wang 030; Xi Zeng; Kam-Fai Wong; Ruifeng Xu 001 (CoRR, 2024)

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property. - Shiwen Ni; Minghuan Tan; Yuelin Bai; Fuqiang Niu; Min Yang 007; Bowen Zhang 005; Ruifeng Xu 001; Xiaojun Chen 006; Chengming Li; Xiping Hu; Ye Li 002; Jianping Fan 002 (CoRR, 2024)

Reply with Sticker: New Dataset and Model for Sticker Retrieval. - Bin Liang 004; Bingbing Wang; Zhixin Bai; Qiwei Lang; Mingwei Sun; Kaiheng Hou; Kam-Fai Wong; Ruifeng Xu 001 (CoRR, 2024)

Towards Real-World Stickers Use: A New Dataset for Multi-Tag Sticker Recognition. - Bingbing Wang; Bin Liang 004; Chun-Mei Feng 001; Wangmeng Zuo; Zhixin Bai; Shijue Huang; Kam-Fai Wong; Ruifeng Xu 001 (CoRR, 2024)

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models. - Ziqiang Liu; Feiteng Fang; Xi Feng; Xinrun Du; Chenhao Zhang 005; Zekun Wang; Yuelin Bai; Qixuan Zhao; Liyang Fan; Chengguang Gan; Hongquan Lin; Jiaming Li 004; et al. (CoRR, 2024)

Lower Layer Matters: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused. - Dingwei Chen; Feiteng Fang; Shiwen Ni; Feng Liang 004; Ruifeng Xu 001; Min Yang 007; Chengming Li (CoRR, 2024)

DualCoTs: Dual Chain-of-Thoughts Prompting for Sentiment Lexicon Expansion of Idioms. - Fuqiang Niu; Minghuan Tan; Bowen Zhang 005; Min Yang 007; Ruifeng Xu 001 (CoRR, 2024)

DS2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis. - Hongling Xu; Yice Zhang; Qianlong Wang 001; Ruifeng Xu 001 (CoRR, 2024)

Distilling Fine-grained Sentiment Understanding from Large Language Models. - Yice Zhang; Guangyu Xie; Hongling Xu; Kaiheng Hou; Jianzhu Bao; Qianlong Wang 001; Shiwei Chen; Ruifeng Xu 001 (CoRR, 2024)

AdaCLF: An Adaptive Curriculum Learning Framework for Emotional Support Conversation. - Geng Tu; Taiyu Niu; Ruifeng Xu 001; Bin Liang 004; Erik Cambria (IEEE Intell. Syst., 2024)

A multi-task framework based on decomposition for multimodal named entity recognition. - Chenran Cai; Qianlong Wang 001; Bing Qin 001; Ruifeng Xu 001 (Neurocomputing, 2024)

Multi-Modal Attentive Prompt Learning for Few-shot Emotion Recognition in Conversations. - Xingwei Liang; Geng Tu; Jiachen Du; Ruifeng Xu 001 (J. Artif. Intell. Res., 2024)

Contrastive variational information bottleneck for aspect-based sentiment analysis. - Mingshan Chang; Min Yang 007; Qingshan Jiang; Ruifeng Xu 001 (Knowl. Based Syst., 2024)

What do they "meme"? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding. - Bingbing Wang; Shijue Huang; Bin Liang 004; Geng Tu; Min Yang 007; Ruifeng Xu 001 (Knowl. Based Syst., 2024)

Fusion and Discrimination: A Multimodal Graph Contrastive Learning Framework for Multimodal Sarcasm Detection. - Bin Liang 004; Lin Gui 003; Yulan He 001; Erik Cambria; Ruifeng Xu 001 (IEEE Trans. Affect. Comput., 2024)

Image-to-Text Conversion and Aspect-Oriented Filtration for Multimodal Aspect-Based Sentiment Analysis. - Qianlong Wang 001; Hongling Xu; Zhiyuan Wen; Bin Liang 004; Min Yang 007; Bing Qin 001; Ruifeng Xu 001 (IEEE Trans. Affect. Comput., 2024)

Knowledge-integrated Multi-modal Movie Turning Point Identification. - Depei Wang; Ruifeng Xu 001; Lianglun Cheng; Zhuowei Wang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

LCSEP: A Large-Scale Chinese Dataset for Social Emotion Prediction to Online Trending Topics. - Keyang Ding; Chuang Fan; Yiwen Ding; Qianlong Wang 001; Zhiyuan Wen; Jing Li 049; Ruifeng Xu 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Gaze-infused BERT: Do human gaze signals help pre-trained language models? - Bingbing Wang; Bin Liang 004; Lanjun Zhou; Ruifeng Xu 001 (Neural Comput. Appl., 2024)

Improving Semi-Supervised Text Classification with Dual Meta-Learning. - Shujie Li 001; Guanghu Yuan; Min Yang 007; Ying Shen 001; Chengming Li; Ruifeng Xu 001; Xiaoyan Zhao 005 (ACM Trans. Inf. Syst., 2024)

A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers. - Xiaoyan Zhao 005; Yang Deng 002; Min Yang 007; Lingzhi Wang 001; Rui Zhang 003; Hong Cheng 001; Wai Lam; Ying Shen 001; Ruifeng Xu 001 (ACM Comput. Surv., 2024)

Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst. - Shijue Huang; Wanjun Zhong; Deng Cai 002; Fanqi Wan; Chengyi Wang; Mingxuan Wang; Mu Qiao; Ruifeng Xu 001 (AAAI, 2025)

BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection. - Xuan Luo; Li Yang; Han Zhang 025; Geng Tu; Qianlong Wang 001; Keyang Ding; Chuang Fan; Jing Li 049; Ruifeng Xu 001 (AAAI, 2025)

Training on the Benchmark Is Not All You Need. - Shiwen Ni; Xiangtao Kong; Chengming Li; Xiping Hu; Ruifeng Xu 001; Jia Zhu 003; Min Yang 007 (AAAI, 2025)

A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation. - Bingbing Wang; Yiming Du; Bin Liang 004; Zhixin Bai; Min Yang 007; Baojun Wang; Kam-Fai Wong; Ruifeng Xu 001 (AAAI, 2025)

Correcting Large Language Model Behavior via Influence Function. - Han Zhang 025; Zhuo Zhang 007; Yi Zhang; Yuanzhao Zhai; Hanyang Peng; Yu Lei; Yue Yu 001; Hui Wang 030; Bin Liang 004; Lin Gui 003; Ruifeng Xu 001 (AAAI, 2025)

A Multi-persona Framework for Argument Quality Assessment. - Bojun Jin; Jianzhu Bao; Yufang Hou; Yang Sun; Yice Zhang; Huajie Wang; Bin Liang 004; Ruifeng Xu 001 (ACL (1), 2025)

Learning First-Order Logic Rules for Argumentation Mining. - Yang Sun; Guanrong Chen; Hamid Alinejad-Rokny; Jianzhu Bao; Yuqi Huang; Bin Liang 004; Kam-Fai Wong; Min Yang 007; Ruifeng Xu 001 (ACL (1), 2025)

DS²-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis. - Hongling Xu; Yice Zhang; Qianlong Wang 001; Ruifeng Xu 001 (ACL (1), 2025)

COPR: Continual Human Preference Learning via Optimal Policy Regularization. - Han Zhang 025; Lin Gui 003; Yu Lei; Yuanzhao Zhai; Yehong Zhang; Zhuo Zhang 007; Yulan He 001; Hui Wang 030; Yue Yu 001; Kam-Fai Wong; Bin Liang 004; Ruifeng Xu 001 (ACL (Findings), 2025)

Bootstrapping LLM-based Fact-checking via Iterative Rationalization Finetuning. - Xiucheng Lyu; Chengyu Cao; Mingwei Sun; Bin Liang 004; Liang Yao; Ruifeng Xu 001 (ICASSP, 2025)

Enhancing Emotion Reasoning for Image Multi-Emotion Prediction. - Bingbing Wang; Geng Tu; Bin Liang 004; Zhixin Bai; Min Yang 007; Xi Zeng; Liang Yao; Ruifeng Xu 001 (ICASSP, 2025)

Centrality-guided Pre-training for Graph. - Bin Liang 004; Shiwei Chen; Lin Gui 003; Hui Wang 030; Yue Yu 001; Ruifeng Xu 001; Kam-Fai Wong (ICLR, 2025)

Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration. - Ang Li; Jingqian Zhao; Bin Liang 004; Lin Gui 003; Hui Wang 030; Xi Zeng; Xingwei Liang; Kam-Fai Wong; Ruifeng Xu 001 (NAACL (Long Papers), 2025)

Bridging Time Gaps: Temporal Logic Relations for Enhancing Temporal Reasoning in Large Language Models. - Xintong Song; Bin Liang 004; Yang Sun; Chenhua Zhang; Bingbing Wang; Ruifeng Xu 001 (SIGIR, 2025)

Meta-Learning for Incomplete Multimodal Sentiment Analysis. - Geng Tu; Tianhao Wu; Xuan Luo; Xi Zeng; Wenjie Li 002; Ruifeng Xu 001 (SIGIR, 2025)

More Than Just A Conversation: A Multi-agent Reasoning Graph Knowledge Distillation for Conversational Stance Detection. - Bingbing Wang; Zhixin Bai; Qianlong Wang 001; Jingjie Lin; Min Yang 007; Xi Zeng; Ruifeng Xu 001 (SIGIR, 2025)

SupportPlay: A Multi-Agent Role-Playing System for Personalized and Sustained Multimodal Emotional Support Conversation. - Geng Tu; Bingbing Wang; Erik Cambria; Wenjie Li 002; Ruifeng Xu 001 (WWW (Companion Volume), 2025)

CRC-MRC: Reader Comments Augmented Machine Reading Comprehension for social emotion prediction. - Hengxin Gao; Keyang Ding; Qianlong Wang 001; Bin Liang 004; Ruifeng Xu 001 (Expert Syst. Appl., 2025)

Event AutoAugment: Word-level data augmentation for textual event detection. - Jun Gao; Huan Zhao 002; Wei Wang 138; Changlong Yu; Ruifeng Xu 001 (Expert Syst. Appl., 2025)

Verifying ambiguous claims with a reasoner-translator framework. - Xiucheng Lyu; Mingwei Sun; Chengyu Cao; Bin Liang 004; Ruifeng Xu 001 (Neurocomputing, 2025)

GazeGCN: Gaze-aware Graph Convolutional Network for Text Classification. - Bingbing Wang; Bin Liang 004; Zhixin Bai; Min Yang 007; Lin Gui 003; Ruifeng Xu 001 (Neurocomputing, 2025)

FGVIrony: A Chinese Dataset of Fine-grained Verbal Irony. - Zhiyuan Wen; Rui Wang 092; Qianlong Wang 001; Lin Gui 003; Yunfei Long; Shiwei Chen; Bin Liang 004; Min Yang 007; Ruifeng Xu 001 (Inf. Process. Manag., 2025)

Cross-Domain Sentiment Analysis via Disentangled Representation and Prototypical Learning. - Qianlong Wang 001; Zhiyuan Wen; Keyang Ding; Bin Liang 004; Ruifeng Xu 001 (IEEE Trans. Affect. Comput., 2025)

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling. - Ancheng Xu; Di Yang; Renhao Li; Jingwei Zhu; Minghuan Tan; Min Yang 007; Wanxin Qiu; Mingchen Ma; Haihong Wu; Bingyu Li; Feng Sha; Chengming Li; et al. (CoRR, 2025)

xJailbreak: Representation Space Guided Reinforcement Learning for Interpretable LLM Jailbreaking. - Sunbowen Lee; Shiwen Ni; Chi Wei; Shuaimin Li; Liyang Fan; Ahmadreza Argha; Hamid Alinejad-Rokny; Ruifeng Xu 001; Yicheng Gong; Min Yang 007 (CoRR, 2025)

Multi-view Hierarchical Graph Neural Network for Argumentation Mining. - Yang Sun; Jianzhu Bao; Geng Tu; Bin Liang 004; Min Yang 007; Ruifeng Xu 001 (Cogn. Comput., 2025)

Bridging the Gap Between LLMs and Human Intentions: Progresses and Challenges in Instruction Understanding, Intention Reasoning, and Reliable Generation. - Zongyu Chang; Feihong Lu; Ziqin Zhu; Qian Li 033; Cheng Ji 001; Zhuo Chen 007; Yang Liu 165; Ruifeng Xu 001; Yangqiu Song; Shangguang Wang; Jianxin Li 002 (CoRR, 2025)

Targeted Distillation for Sentiment Analysis. - Yice Zhang; Guangyu Xie; Jingjie Lin; Jianzhu Bao; Qianlong Wang 001; Xi Zeng; Ruifeng Xu 001 (CoRR, 2025)

Few-Shot Relation Extraction With Automatically Generated Prompts. - Xiaoyan Zhao 005; Min Yang 007; Qiang Qu; Ruifeng Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Sparse Activation Editing for Reliable Instruction Following in Narratives. - Runcong Zhao; Chengyu Cao; Qinglin Zhu; Xiucheng Lv; Shun Shao; Lin Gui 003; Ruifeng Xu 001; Yulan He 001 (CoRR, 2025)

Bridging the Long-Term Gap: A Memory-Active Policy for Multi-Session Task-Oriented Dialogue. - Yiming Du; Bingbing Wang; Yang He; Bin Liang 004; Baojun Wang; Zhongyang Li; Lin Gui 003; Jeff Z. Pan; Ruifeng Xu 001; Kam-Fai Wong (CoRR, 2025)

KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning. - Hongling Xu; Qi Zhu 007; Heyuan Deng; Jinpeng Li; Lu Hou; Yasheng Wang; Lifeng Shang; Ruifeng Xu 001; Fei Mi (CoRR, 2025)

A Survey on Large Language Model Benchmarks. - Shiwen Ni; Guhong Chen; Shuaimin Li; Xuanang Chen; Siyi Li; Bingli Wang; Qiyao Wang; Xingjian Wang; Yifan Zhang; Liyang Fan; Chengming Li; Ruifeng Xu 001; et al. (CoRR, 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)