A Hybrid Approach to Chinese Word Segmentation around CRFs. - Junsheng Zhou; Xin-Yu Dai; Ni Rui-yu; Jiajun Chen 001 (SIGHAN@IJCNLP 2005, 2005)

Chinese Named Entity Recognition with a Multi-Phase Model. - Junsheng Zhou; Liang He 009; Xinyu Dai; Jiajun Chen 001 (SIGHAN@COLING/ACL, 2006)

Incorporating Latent Semantic Indexing into Spectral Graph Transducer for Text Classification. - Xinyu Dai; Baoming Tian; Junsheng Zhou; Jiajun Chen 001 (FLAIRS, 2008)

Apply a Rough Set-Based Classifier to Dependency Parsing. - Yangsheng Ji; Lin Shang 001; Xinyu Dai; Ruoce Ma (RSKT, 2008)

Segmenting Long Sentence Pairs for Statistical Machine Translation. - Biping Meng; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (IALP, 2009)

Finding Appropriate Turning Point for Text Sentiment Polarity. - Haipeng Wang; Lin Shang 001; Xinyu Dai; Cunyan Yin (ICONIP (2), 2009)

An Incremental Rule Induction Algorithm Based on Ordering Relations. - Xiuyi Jia; Lin Shang 001; Jiajun Chen 001; Xinyu Dai (RSKT, 2009)

Chinese Event Descriptive Clause Splitting with Structured SVMs. - Junsheng Zhou; Yabing Zhang; Xinyu Dai; Jiajun Chen 001 (CICLing, 2010)

Improving Word Alignment by Semi-Supervised Ensemble. - Shujian Huang; Kangxi Li; Xinyu Dai; Jiajun Chen 001 (CoNLL, 2010)

SBA-term: Sparse Bilingual Association for Terms. - Xinyu Dai; Jinzhu Jia; Laurent El Ghaoui; Bin Yu 001 (ICSC, 2011)

Incremental Versus Non-incremental: Data and Algorithms Based on Ordering Relations. - Xiuyi Jia; Lin Shang 001; Jiajun Chen 001; Xinyu Dai (Int. J. Comput. Intell. Syst., 2011)

Transfer Learning via Multi-View Principal Component Analysis. - Yangsheng Ji; Jiajun Chen 001; Gang Niu 001; Lin Shang 001; Xinyu Dai (J. Comput. Sci. Technol., 2011)

Adapting Conventional Chinese Word Segmenter for Segmenting Micro-blog Text: Combining Rule-based and Statistic-based Approaches. - Ning Xi 003; Bin Li 052; Guangchao Tang; Shujian Huang; Yinggong Zhao; Hao Zhou 012; Xinyu Dai; Jiajun Chen 001 (CIPS-SIGHAN, 2012)

Enhancing Statistical Machine Translation with Character Alignment. - Ning Xi 003; Guangchao Tang; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (ACL (2), 2012)

Opinion Target Extraction for Short Comments. - Lin Shang 001; Haipeng Wang; Xinyu Dai; Mengjie Zhang 001 (PRICAI, 2012)

NJU-Parser: Achievements on Semantic Dependency Parsing. - Guangchao Tang; Bin Li 052; Shuaishuai Xu; Xinyu Dai; Jiajun Chen 001 (SemEval@NAACL-HLT, 2012)

MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012. - Yingjie Zhang 002; Bin Li 052; Xinyu Dai; Jiajun Chen 001 (SemEval@NAACL-HLT, 2012)

Forgetting Word Segmentation in Chinese Text Classification with L1-Regularized Logistic Regression. - Qiang Fu; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (PAKDD (2), 2013)

Learning word embeddings from dependency relations. - Yinggong Zhao; Shujian Huang; Xinyu Dai; Jianbing Zhang; Jiajun Chen 001 (IALP, 2014)

Structured Sparsity with Group-Graph Regularization. - Xin-Yu Dai; Jianbing Zhang; Shujian Huang; Jiajun Chen 001; Zhi-Hua Zhou (AAAI, 2015)

Non-linear Learning for Statistical Machine Translation. - Shujian Huang; Huadong Chen; Xinyu Dai; Jiajun Chen 001 (ACL (1), 2015)

Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation. - Rui Xia; Cheng Wang; Xin-Yu Dai; Tao Li 001 (ACL (1), 2015)

A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes. - Liqiang Niu; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (ACML, 2015)

Sentiment Classification with Graph Sparsity Regularization. - Xinyu Dai; Chuan Cheng; Shujian Huang; Jiajun Chen 001 (CICLing (2), 2015)

Academic Paper Recommendation Based on Heterogeneous Graph. - Linlin Pan; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (CCL, 2015)

Topic2Vec: Learning distributed representations of topics. - Liqiang Niu; Xinyu Dai; Jianbing Zhang; Jiajun Chen 001 (IALP, 2015)

A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews. - Guang-Neng Hu; Xin-Yu Dai; Yunya Song; Shujian Huang; Jiajun Chen 001 (IJCAI, 2015)

Word Segmentation of Micro Blogs with Bagging. - Zhenting Yu; Xin-Yu Dai; Si Shen; Shujian Huang; Jiajun Chen 001 (NLPCC, 2015)

Resolving Coordinate Structures for Chinese Constituent Parsing. - Yichu Zhou; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (NLPCC, 2015)

Topic2Vec: Learning Distributed Representations of Topics. - Liqiang Niu; Xin-Yu Dai (CoRR, 2015)

无纸化传单系统的设计与实现 (Design and Implementation of Paperless Handbill System). - Shiyuan Hao; Xinyu Dai; Qingchun Hu; Yanhui Qiao (计算机科学, 2015)

A Search-Based Dynamic Reranking Model for Dependency Parsing. - Hao Zhou 012; Yue Zhang 004; Shujian Huang; Junsheng Zhou; Xinyu Dai; Jiajun Chen 001 (ACL (1), 2016)

Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation. - Shujian Huang; Huifeng Sun; Chengqi Zhao; Jinsong Su; Xin-Yu Dai; Jiajun Chen 001 (IJCAI, 2016)

Unsupervised Storyline Extraction from News Articles. - Deyu Zhou; Haiyang Xu 001; Xin-Yu Dai; Yulan He 001 (IJCAI, 2016)

Tagging Chinese microblogger via sparse feature selection. - Di Shang; Xinyu Dai; Shujian Huang; Yi Li; Jiajun Chen 001 (IJCNN, 2016)

Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing. - Hao Zhou 012; Yue Zhang 004; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (LREC, 2016)

PRIMT: A Pick-Revise Framework for Interactive Machine Translation. - Shanbo Cheng; Shujian Huang; Huadong Chen; Xinyu Dai; Jiajun Chen 001 (HLT-NAACL, 2016)

Not all emotions are created equal: Expressive behavior of the networked public on China's social media site. - Yunya Song; Xin-Yu Dai; Jia Wang (Comput. Hum. Behav., 2016)

Adaptation of Language Models for SMT Using Neural Networks with Topic Information. - Yinggong Zhao; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016)

Enhancing Shift-Reduce Constituent Parsing with Action N-Gram Model. - Hao Zhou 012; Shujian Huang; Junsheng Zhou; Yue Zhang 004; Huadong Chen; Xinyu Dai; Chuan Cheng; Jiajun Chen 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016)

A Multi-view Clustering Model for Event Detection in Twitter. - Di Shang; Xin-Yu Dai; Weiyi Ge; Shujian Huang; Jiajun Chen 001 (CICLing (2), 2017)

Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. - Huadong Chen; Shujian Huang; David Chiang 001; Xin-Yu Dai; Jiajun Chen 001 (CoNLL, 2017)

Neural Machine Translation with Word Predictions. - Rongxiang Weng; Shujian Huang; Zaixiang Zheng; Xin-Yu Dai; Jiajun Chen 001 (EMNLP, 2017)

Word-Context Character Embeddings for Chinese Word Segmentation. - Hao Zhou 012; Zhenting Yu; Yue Zhang 004; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (EMNLP, 2017)

Deep Matrix Factorization Models for Recommender Systems. - Hong-Jian Xue; Xinyu Dai; Jianbing Zhang; Shujian Huang; Jiajun Chen 001 (IJCAI, 2017)

AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles. - Jianbing Zhang; Yixin Sun; Shujian Huang; Cam-Tu Nguyen; Xiaoliang Wang 001; Xinyu Dai; Jiajun Chen 001; Yang Yu 001 (IJCAI, 2017)

Integrating Reviews into Personalized Ranking for Cold Start Recommendation. - Guang-Neng Hu; Xinyu Dai (PAKDD (2), 2017)

Accelerating gravitational microlensing simulations using the Xeon Phi coprocessor. - Bin Chen; Ronald Kantowski; Xinyu Dai; Eddie Baron; Paul van der Mark (Astron. Comput., 2017)

Going Wider: Recurrent Neural Network With Parallel Cells. - Danhao Zhu; Si Shen; Xin-Yu Dai; Jiajun Chen 001 (CoRR, 2017)

A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing. - Hao Zhou 012; Yue Zhang 004; Chuan Cheng; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (J. Artif. Intell. Res., 2017)

PQAC-WN: constructing a wordnet for Pre-Qin ancient Chinese. - Yingjie Zhang 002; Bin Li 052; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (Lang. Resour. Evaluation, 2017)

Improving Review Representations With User Attention and Product Attention for Sentiment Classification. - Zhen Wu 002; Xin-Yu Dai; Cunyan Yin; Shujian Huang; Jiajun Chen 001 (AAAI, 2018)

Towards Answering Geography Questions in Gaokao: A Hybrid Approach. - Zhiwei Zhang 001; Lingling Zhang; Hao Zhang; Weizhuo He; Zequn Sun; Gong Cheng 001; Qizhi Liu; Xinyu Dai; Yuzhong Qu (CCKS, 2018)

Dynamic Oracle for Neural Machine Translation in Decoding Phase. - Zi-Yi Dou; Hao Zhou 012; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (LREC, 2018)

Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention. - Huadong Chen; Shujian Huang; David Chiang 001; Xinyu Dai; Jiajun Chen 001 (NAACL-HLT, 2018)

Improving Aspect Identification with Reviews Segmentation. - Tianhao Ning; Zhen Wu 002; Xin-Yu Dai; Jiajun Huang; Shujian Huang; Jiajun Chen 001 (NLPCC (1), 2018)

Learning to Discriminate Noises for Incorporating External Information in Neural Machine Translation. - Zaixiang Zheng; Shujian Huang; Zewei Sun; Rongxiang Weng; Xin-Yu Dai; Jiajun Chen 001 (CoRR, 2018)

Modeling Past and Future for Neural Machine Translation. - Zaixiang Zheng; Hao Zhou 012; Shujian Huang; Lili Mou; Xinyu Dai; Jiajun Chen 001; Zhaopeng Tu (Trans. Assoc. Comput. Linguistics, 2018)

Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback. - Guang-Neng Hu; Xinyu Dai; Feng-Yu Qiu; Rui Xia; Tao Li 001; Shujian Huang; Jiajun Chen 001 (ACM Trans. Knowl. Discov. Data, 2018)

Generating Sentences from Disentangled Syntactic and Semantic Spaces. - Yu Bao; Hao Zhou 012; Shujian Huang; Lei Li 005; Lili Mou; Olga Vechtomova; Xin-Yu Dai; Jiajun Chen 001 (ACL (1), 2019)

GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level. - Zixian Huang; Yulin Shen; Xiao Li; Yuang Wei; Gong Cheng 001; Lin Zhou; Xinyu Dai; Yuzhong Qu (EMNLP/IJCNLP (1), 2019)

Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation. - Huiyun Yang; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (EMNLP/IJCNLP (1), 2019)

Dynamic Past and Future for Neural Machine Translation. - Zaixiang Zheng; Shujian Huang; Zhaopeng Tu; Xin-Yu Dai; Jiajun Chen 001 (EMNLP/IJCNLP (1), 2019)

Integrating Computational Thinking with Digital Storytelling to Enhancing Expression Ability. - Chih-Kai Chang; Xin-Yu Dai (ICCE, 2019)

Utilizing Non-Parallel Text for Style Transfer by Making Partial Comparisons. - Di Yin; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (IJCAI, 2019)

Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling. - Zhifang Fan; Zhen Wu 002; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (NAACL-HLT (1), 2019)

Online Distilling from Checkpoints for Neural Machine Translation. - Hao-Ran Wei; Shujian Huang; Ran Wang 010; Xin-Yu Dai; Jiajun Chen 001 (NAACL-HLT (1), 2019)

Exploiting Noisy Data in Distant Supervision Relation Classification. - Kaijia Yang; Liang He 009; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NAACL-HLT (1), 2019)

MSNE: A Novel Markov Chain Sampling Strategy for Network Embedding. - Ran Wang 010; Yang Song; Xinyu Dai (PAKDD (3), 2019)

PCANE: Preserving Context Attributes for Network Embedding. - Danhao Zhu; Xinyu Dai; Kaijia Yang; Jiajun Chen 001; Yong He (PAKDD (3), 2019)

Adversarial Sub-sequence for Text Generation. - Xingyuan Chen; Yanzhe Li; Peng Jin; Jiuhua Zhang; Xinyu Dai; Jiajun Chen 001; Gang Song (CoRR, 2019)

Pre-train and Learn: Preserve Global Information for Graph Neural Networks. - Danhao Zhu; Xin-Yu Dai; Jiajun Chen 001 (CoRR, 2019)

Multi-Perspective Inferrer: Reasoning Sentences Relationship from Holistic Perspective. - Zhen Cheng; Zaixiang Zheng; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (CoRR, 2019)

A Reinforced Generation of Adversarial Samples for Neural Machine Translation. - Wei Zou; Shujian Huang; Jun Xie; Xinyu Dai; Jiajun Chen 001 (CoRR, 2019)

Representing anything from scholar papers. - Danhao Zhu; Xin-Yu Dai; Jiajun Chen 001 (J. Web Semant., 2019)

Generating Diverse Translation by Manipulating Multi-Head Attention. - Zewei Sun; Shujian Huang; Hao-Ran Wei; Xinyu Dai; Jiajun Chen 001 (AAAI, 2020)

Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction. - Zhen Wu 002; Fei Zhao 012; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (AAAI, 2020)

Explicit Semantic Decomposition for Definition Generation. - Jiahuan Li; Yu Bao; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (ACL, 2020)

Dialogue State Tracking with Explicit Slot Connection Modeling. - Yawen Ouyang; Moxin Chen; Xinyu Dai; Yinggong Zhao; Shujian Huang; Jiajun Chen 001 (ACL, 2020)

A Reinforced Generation of Adversarial Examples for Neural Machine Translation. - Wei Zou; Shujian Huang; Jun Xie; Xinyu Dai; Jiajun Chen 001 (ACL, 2020)

Enhance Prototypical Network with Text Descriptions for Few-shot Relation Classification. - Kaijia Yang; Nantao Zheng; Xinyu Dai; Liang He 009; Shujian Huang; Jiajun Chen 001 (CIKM, 2020)

Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension. - Siyu Long; Ran Wang 010; Kun Tao; Jiali Zeng; Xinyu Dai (COLING, 2020)

Attention Transfer Network for Aspect-level Sentiment Classification. - Fei Zhao 012; Zhen Wu 002; Xinyu Dai (COLING, 2020)

Grid Tagging Scheme for End-to-End Fine-grained Opinion Extraction. - Zhen Wu 002; Chengcan Ying; Fei Zhao 012; Zhifang Fan; Xinyu Dai; Rui Xia (EMNLP (Findings), 2020)

Mirror-Generative Neural Machine Translation. - Zaixiang Zheng; Hao Zhou 012; Shujian Huang; Lei Li 005; Xin-Yu Dai; Jiajun Chen 001 (ICLR, 2020)

Transformer-Based Multi-aspect Modeling for Multi-aspect Multi-sentiment Analysis. - Zhen Wu 002; Chengcan Ying; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NLPCC (2), 2020)

Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification. - Chengcan Ying; Zhen Wu 002; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NLPCC (1), 2020)

MSGE: A Multi-step Gated Model for Knowledge Graph Completion. - Chunyang Tan; Kaijia Yang; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (PAKDD (1), 2020)

R3: A Reading Comprehension Benchmark Requiring Reasoning Processes. - Ran Wang 010; Kun Tao; Dingjie Song; Zhilong Zhang; Xiao Ma; Xi'ao Su; Xinyu Dai (CoRR, 2020)

A Discriminator Improves Unconditional Text Generation without Updating the Generator. - Xingyuan Chen; Ping Cai; Peng Jin; Hongjun Wang 002; Xinyu Dai; Jiajun Chen 001 (CoRR, 2020)

Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring. - Robert Ridley; Liang He 009; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (CoRR, 2020)

Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction. - Zhen Wu 002; Chengcan Ying; Fei Zhao 012; Zhifang Fan; Xinyu Dai; Rui Xia (CoRR, 2020)

Boosting gene expression clustering with system-wide biological information: a robust autoencoder approach. - Hongzhu Cui; Chong Zhou; Xinyu Dai; Yuting Liang; Randy C. Paffenroth; Dmitry Korkin (Int. J. Comput. Biol. Drug Des., 2020)

Improving Self-Attention Networks With Sequential Relations. - Zaixiang Zheng; Shujian Huang; Rongxiang Weng; Xin-Yu Dai; Jiajun Chen 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Automated Cross-prompt Scoring of Essay Traits. - Robert Ridley; Liang He 009; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (AAAI, 2021)

When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation. - Jiahuan Li; Yutong Shen; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (ACL/IJCNLP (2), 2021)

Energy-based Unknown Intent Detection with Data Manipulation. - Yawen Ouyang; Jiasheng Ye; Yu Chen; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (ACL/IJCNLP (Findings), 2021)

Event Detection as Graph Parsing. - Jianye Xie; Haotong Sun; Junsheng Zhou; Weiguang Qu; Xinyu Dai (ACL/IJCNLP (Findings), 2021)

A Portable Pressure and Force Line Trajectory Measuring System for Unicondylar Knee Arthroplasty*. - Xinyu Dai; Zhecheng Yang; Zhihua Wang 001; Baojun Mai; Binjie Zhu; Hong Chen 002 (EMBC, 2021)

Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification. - Ran Wang 010; Xi'ao Su; Siyu Long; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (EMNLP (1), 2021)

MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification. - Pengfei Sun; Yawen Ouyang; Wenming Zhang; Xinyu Dai (IJCAI, 2021)

Non-Autoregressive Translation by Learning Target Categorical Codes. - Yu Bao; Shujian Huang; Tong Xiao; Dongqi Wang 005; Xinyu Dai; Jiajun Chen 001 (NAACL-HLT, 2021)

UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost. - Zhen Wu 002; Lijun Wu 003; Qi Meng; Yingce Xia; Shufang Xie 003; Tao Qin 001; Xinyu Dai; Tie-Yan Liu (NAACL-HLT, 2021)

Dual Side Deep Context-aware Modulation for Social Recommendation. - Bairan Fu; Wenming Zhang; Guangneng Hu; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (WWW, 2021)

Improving Neural Question Generation using Deep Linguistic Representation. - Wei Yuan 003; Tieke He; Xinyu Dai (WWW, 2021)

Sampling informative context nodes for network embedding. - Danhao Zhu; Xin-Yu Dai; Jiajun Chen 001; Jie Yin (Sci. China Inf. Sci., 2021)

Adversarial subsequences for unconditional text generation. - Xingyuan Chen; Peng Jin; Yanzhe Li; Jiuhua Zhang; Xinyu Dai; Jiajun Chen 001 (Comput. Speech Lang., 2021)

Integrating heterogeneous thesauruses for Chinese synonyms. - Jianbing Zhang; Peng Wu; Yingjie Zhang 002; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (Frontiers Comput. Sci., 2021)

A novel reasoning mechanism for multi-label text classification. - Ran Wang 010; Robert Ridley; Xi'ao Su; Weiguang Qu; Xinyu Dai (Inf. Process. Manag., 2021)

Pre-Train and Learn: Preserving Global Information for Graph Neural Networks. - Danhao Zhu; Xin-Yu Dai; Jiajun Chen 001 (J. Comput. Sci. Technol., 2021)

latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. - Yu Bao; Hao Zhou 012; Shujian Huang; Dongqi Wang 005; Lihua Qian; Xinyu Dai; Jiajun Chen 001; Lei Li 005 (ACL (1), 2022)

Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification. - Xi'ao Su; Ran Wang 010; Xinyu Dai (ACL (2), 2022)

Towards Multi-label Unknown Intent Detection. - Yawen Ouyang; Zhen Wu 002; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (COLING, 2022)

Alleviating the Inequality of Attention Heads for Neural Machine Translation. - Zewei Sun; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (COLING, 2022)

Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification. - Fei Zhao 012; Zhen Wu 002; Siyu Long; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (COLING, 2022)

Probing Cross-modal Semantics Alignment Capability from the Textual Perspective. - Zheng Ma; Shi Zong; Mianzhi Pan; Jianbing Zhang; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (EMNLP (Findings), 2022)

Structure-Unified M-Tree Coding Solver for Math Word Problem. - Bin Wang 016; Jiangzhou Ju; Yang Fan; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (EMNLP, 2022)

Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection. - Fei Zhao 012; Yuchen Shen; Zhen Wu 002; Xinyu Dai (EMNLP (Findings), 2022)

Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER. - Fei Zhao 012; Chunhui Li; Zhen Wu 002; Shangyu Xing; Xinyu Dai (ACM Multimedia, 2022)

Analyzing the Intensity of Complaints on Social Media. - Ming Fang; Shi Zong; Jing Li 049; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NAACL-HLT (Findings), 2022)

Zero-Shot 3D Drug Design by Sketching and Generating. - Siyu Long; Yi Zhou 018; Xinyu Dai; Hao Zhou 012 (NeurIPS, 2022)

ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora. - Kanzhi Cheng; Zheng Ma; Shi Zong; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (NLPCC (1), 2022)

Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search. - Zhifang Fan; Dan Ou; Yulong Gu; Bairan Fu; Xiang Li 107; Wentian Bao; Xin-Yu Dai; Xiaoyi Zeng; Tao Zhuang; Qingwen Liu 002 (WSDM, 2022)

The detection of distributional discrepancy for language GANs. - Xingyuan Chen; Peng Jin; Ping Cai; Hongjun Wang 002; Xinyu Dai; Jiajun Chen 001 (Connect. Sci., 2022)

A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA. - Bin Wang 016; Jiangzhou Ju; Yunlin Mao; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (CoRR, 2022)

Structure-Unified M-Tree Coding Solver for MathWord Problem. - Bin Wang 016; Jiangzhou Ju; Yang Fan; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (CoRR, 2022)

Differentiable Fuzzy ALC: A Neural-Symbolic Representation Language for Symbol Grounding. - Xuan Wu; Xinhao Zhu; Yizheng Zhao; Xinyu Dai (CoRR, 2022)

Pairwise tagging framework for end-to-end emotion-cause pair extraction. - Zhen Wu 002; Xinyu Dai; Rui Xia (Frontiers Comput. Sci., 2022)

Self-Supervised Task Augmentation for Few-Shot Intent Detection. - Pengfei Sun; Yawen Ouyang; Dingjie Song; Xin-Yu Dai (J. Comput. Sci. Technol., 2022)

On Prefix-tuning for Lightweight Out-of-distribution Detection. - Yawen Ouyang; Yongchang Cao; Yuan Gao; Zhen Wu 002; Jianbing Zhang; Xinyu Dai (ACL (1), 2023)

Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction. - Ting Xu 003; Huiyun Yang; Zhen Wu 002; Jiaze Chen; Fei Zhao 012; Xinyu Dai (ACL (Findings), 2023)

Local Interpretation of Transformer Based on Linear Decomposition. - Sen Yang; Shujian Huang; Wei Zou; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (ACL (1), 2023)

Debias NLU Datasets via Training-free Perturbations. - Qi Guo; Yuanhang Tang; Yawen Ouyang; Zhen Wu 002; Xinyu Dai (EMNLP (Findings), 2023)

Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain. - Robert Ridley; Zhen Wu 002; Jianbing Zhang; Shujian Huang; Xinyu Dai (EMNLP, 2023)

A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis. - Nan Song; Hongjie Cai; Rui Xia; Jianfei Yu; Zhen Wu 002; Xinyu Dai (EMNLP (Findings), 2023)

M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis. - Fei Zhao 012; Chunhui Li; Zhen Wu 002; Yawen Ouyang; Jianbing Zhang; Xinyu Dai (EMNLP, 2023)

An Empirical Study and Improvement for Speech Emotion Recognition. - Zhen Wu 002; Yizhe Lu; Xinyu Dai (ICASSP, 2023)

Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model. - Yongchang Cao; Liang He 009; Zhen Wu 002; Xinyu Dai (IJCNN, 2023)

MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation. - Liang He 009; Hongke Wang; Yongchang Cao; Zhen Wu 002; Jianbing Zhang; Xinyu Dai (ACM Multimedia, 2023)

DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking. - Shangyu Xing; Fei Zhao 012; Zhen Wu 002; Chunhui Li; Jianbing Zhang; Xinyu Dai (ACM Multimedia, 2023)

Episode-Based Prompt Learning for Any-Shot Intent Detection. - Pengfei Sun; Dingjie Song; Yawen Ouyang; Zhen Wu 002; Xinyu Dai (NLPCC (1), 2023)

IDOS: A Unified Debiasing Method via Word Shuffling. - Yuanhang Tang; Yawen Ouyang; Zhen Wu 002; Baohua Zhang; Jiaying Zhang; Xinyu Dai (NLPCC (2), 2023)

ANP-G: A 28nm 1.04pJ/SOP Sub-mm2 Spiking and Back-propagation Hybrid Neural Network Asynchronous Olfactory Processor Enabling Few-shot Class-incremental On-chip Learning. - Dexuan Huo; Jilin Zhang; Xinyu Dai; Jian Zhang 020; Chunqi Qian; Kea-Tiong Tang; Hong Chen 002 (VLSI Technology and Circuits, 2023)

Dynamic Demonstrations Controller for In-Context Learning. - Fei Zhao 012; Taotian Pang; Zhen Wu 002; Zheng Ma; Shujian Huang; Xinyu Dai (CoRR, 2023)

Towards Better Chain-of-Thought Prompting Strategies: A Survey. - Zihan Yu; Liang He 009; Zhen Wu 002; Xinyu Dai; Jiajun Chen 001 (CoRR, 2023)

FOAL: Fine-grained Contrastive Learning for Cross-domain Aspect Sentiment Triplet Extraction. - Ting Xu 003; Zhen Wu 002; Huiyun Yang; Xinyu Dai (CoRR, 2023)

BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction. - Nantao Zheng; Siyu Long; Xinyu Dai (CoRR, 2023)

Label-Correction Capsule Network for Hierarchical Text Classification. - Fei Zhao 012; Zhen Wu 002; Liang He 009; Xin-Yu Dai (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

A Bio-Inspired Spiking Neural Network with Few-Shot Class-Incremental Learning for Gas Recognition. - Dexuan Huo; Jilin Zhang; Xinyu Dai; Pingping Zhang; Shumin Zhang; Xiao Yang; Jiachuang Wang; Mengwei Liu; Xuhui Sun; Hong Chen 002 (Sensors, 2023)

MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations. - Chunhui Li; Yifan Wang; Zhen Wu 002; Zhen Yu; Fei Zhao 012; Shujian Huang; Xinyu Dai (ACL (Findings), 2024)

A Two-Agent Game for Zero-shot Relation Triplet Extraction. - Ting Xu 003; Haiqin Yang; Fei Zhao 012; Zhen Wu 002; Xinyu Dai (ACL (Findings), 2024)

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering. - Yuan Gao; Yiheng Zhu 004; Yuanbin Cao; Yinzhi Zhou; Zhen Wu 002; Yujie Chen; Shenglan Wu; Haoyuan Hu; Xinyu Dai (LREC/COLING, 2024)

PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment. - Jiahuan Li; Shujian Huang; Aarron Ching; Xinyu Dai; Jiajun Chen 001 (EMNLP, 2024)

EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models. - Shangyu Xing; Fei Zhao 012; Zhen Wu 002; Tuo An; Weihao Chen; Chunhui Li; Jianbing Zhang; Xinyu Dai (EMNLP, 2024)

Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective. - Junwei Yang; Kangjie Zheng; Siyu Long; Zaiqing Nie; Ming Zhang 004; Xinyu Dai; Wei-Ying Ma; Hao Zhou 012 (ICML, 2024)

ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling. - Kangjie Zheng; Siyu Long; Tianyu Lu; Junwei Yang; Xinyu Dai; Ming Zhang 004; Zaiqing Nie; Wei-Ying Ma; Hao Zhou 012 (ICML, 2024)

Focus & Gating: A Multimodal Approach for Unveiling Relations in Noisy Social Media. - Liang He 009; Hongke Wang; Zhen Wu 002; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (ACM Multimedia, 2024)

Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation. - Fangxu Yu; Junjie Guo; Zhen Wu 002; Xinyu Dai (NAACL-HLT (Findings), 2024)

AutoSurvey: Large Language Models Can Automatically Write Surveys. - Yidong Wang; Qi Guo; Wenjin Yao; Hongbo Zhang; Xin Zhang 097; Zhen Wu 002; Meishan Zhang; Xinyu Dai; Min Zhang 005; Qingsong Wen; Wei Ye 004; Shikun Zhang; et al. (NeurIPS, 2024)

Multi-Candidate Speculative Decoding. - Sen Yang; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (CoRR, 2024)

Multi-Scale Protein Language Model for Unified Molecular Modeling. - Kangjie Zheng; Siyu Long; Tianyu Lu; Junwei Yang; Xinyu Dai; Ming Zhang 004; Zaiqing Nie; Wei-Ying Ma; Hao Zhou 012 (CoRR, 2024)

Knowledge-aware Dual-side Attribute-enhanced Recommendation. - Taotian Pang; Xingyu Lou; Fei Zhao 012; Zhen Wu 002; Kuiyao Dong; Qiuying Peng; Yue Qi; Xinyu Dai (CoRR, 2024)

The Devil is in the Few Shots: Iterative Visual Knowledge Completion for Few-shot Learning. - Yaohui Li; Qifeng Zhou; Haoxing Chen; Jianbing Zhang; Xinyu Dai; Hao Zhou 012 (CoRR, 2024)

AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability. - Fei Zhao 012; Taotian Pang; Chunhui Li; Zhen Wu 002; Junjie Guo; Shangyu Xing; Xinyu Dai (CoRR, 2024)

Extroversion or Introversion? Controlling The Personality of Your Large Language Models. - Yanquan Chen; Zhen Wu 002; Junjie Guo; Shujian Huang; Xinyu Dai (CoRR, 2024)

PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment. - Jiahuan Li; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (CoRR, 2024)

RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation. - Xuanwang Zhang; Yunze Song; Yidong Wang; Shuyun Tang; Xinfeng Li; Zhengran Zeng; Zhen Wu 002; Wei Ye 004; Wenyuan Xu 001; Yue Zhang 004; Xinyu Dai; Shikun Zhang; et al. (CoRR, 2024)

GePBench: Evaluating Fundamental Geometric Perception for Multimodal Large Language Models. - Shangyu Xing; Changhao Xiang; Yuteng Han; Yifan Yue; Zhen Wu 002; Xinyu Liu; Zhangtai Wu; Fei Zhao 012; Xinyu Dai (CoRR, 2024)

Research on modeling in operator mental workload based on VACP method. - Yuxin Zhang; Hanguan Wen; Xinyu Dai; Jieheng Liang; Zhihui Xu; Ke Xue; Ming Yang (Qual. Reliab. Eng. Int., 2024)

DAPNet: multi-view graph contrastive network incorporating disease clinical and molecular associations for disease progression prediction. - Haoyu Tian; Xiong He; Kuo Yang; Xinyu Dai; Yiming Liu; Fengjin Zhang; Zixin Shu; Qiguang Zheng; Shihua Wang; Jianan Xia; Tiancai Wen; Baoyan Liu; et al. (BMC Medical Informatics Decis. Mak., 2024)

Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment. - Fangxu Yu; Junjie Guo; Zhen Wu 002; Xinyu Dai (ACL (Findings), 2025)

Deep neural networks for knowledge-enhanced molecular modeling. - Siyu Long; Jianyu Wu; Yi Zhou 018; Fan Sha; Xinyu Dai (Neurocomputing, 2025)

Rethinking Relation Extraction: Beyond Shortcuts to Generalization with a Debiased Benchmark. - Liang He 009; Yougang Chu; Zhen Wu 002; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (CoRR, 2025)

PersuasiveToM: A Benchmark for Evaluating Machine Theory of Mind in Persuasive Dialogues. - Fangxu Yu; Lai Jiang; Shenyi Huang; Zhen Wu 002; Xinyu Dai (CoRR, 2025)

Counterfactual Language Reasoning for Explainable Recommendation Systems. - Guanrong Li; Haolin Yang; Xinyu Liu; Zhen Wu 002; Xinyu Dai (CoRR, 2025)

Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation. - Guanrong Li; Kuo Tian; Jinnan Qi; Qinghan Fu; Zhen Wu 002; Xinyu Dai (CoRR, 2025)

ANP-G: A 28-nm 1.04-pJ/SOP Sub-mm² Asynchronous Hybrid Neural Network Olfactory Processor Enabling Few-Shot Class-Incremental On-Chip Learning. - Dexuan Huo; Jilin Zhang; Xinyu Dai; Jian Zhang 020; Chunqi Qian; Kea-Tiong Tang; Hong Chen 002 (IEEE J. Solid State Circuits, 2025)