News-Oriented Automatic Chinese Keyword Indexing. - Sujian Li; Houfeng Wang; Shiwen Yu; Chengsheng Xin (SIGHAN, 2003)

News-Oriented Keyword Indexing with Maximum Entropy Principle. - Sujian Li; Houfeng Wang; Shiwen Yu; Chengsheng Xin (PACLIC, 2003)

A Combining Approach to Automatic Keyphrases Indexing for Chinese News Documents. - Houfeng Wang; Sujian Li; Shiwen Yu; Byeong Kwu Kang (CICLing, 2004)

An Empirical Study on Pronoun Resolution in Chinese. - Houfeng Wang; Zheng Mei (CICLing, 2004)

A Simple Rule-Based Approach to Organization Name Recognition in Chinese Text. - Houfeng Wang; Shi Wuguang (CICLing, 2005)

Cross-Document Transliterated Personal Name Coreference Resolution. - Houfeng Wang (FSKD (2), 2005)

Automatic Keyphrase Extraction from Chinese News Documents. - Houfeng Wang; Sujian Li; Shiwen Yu (FSKD (2), 2005)

Chinese Noun Phrase Metaphor Recognition with Maximum Entropy Approach. - Zhimin Wang; Houfeng Wang; Huiming Duan; Shuang Han; Shiwen Yu (CICLing, 2006)

Using Pointwise Mutual Information to Identify Implicit Features in Customer Reviews. - Qi Su 001; Kun Xiang; Houfeng Wang; Bin Sun; Shiwen Yu (ICCPOL, 2006)

Chinese Abbreviation Identification Using Abbreviation-Template Features and Context Information. - Xu Sun 001; Houfeng Wang (ICCPOL, 2006)

A Comparative Study on Chinese Word Clustering. - Bo Wang 003; Houfeng Wang (ICCPOL, 2006)

Chinese Abbreviation-Definition Identification: A SVM Approach Using Context Information. - Xu Sun 001; Houfeng Wang; Yu Zhang (PRICAI, 2006)

A Hibrid Model for Computational Morphology Application. - Yang Xu; Houfeng Wang (SNPD (2), 2007)

Bootstrapping both Product Properties and Opinion Words from Chinese Reviews with Cross-Training. - Bo Wang 003; Houfeng Wang (Web Intelligence, 2007)

Research of English-Chinese Alignment at Word Granularity on Parallel Corpora. - Yang Xu; Houfeng Wang; Xue-qiang Lü (ACIS-ICIS, 2008)

Bootstrapping Both Product Features and Opinion Words from Chinese Customer Reviews with Cross-Inducing. - Bo Wang 003; Houfeng Wang (IJCNLP, 2008)

Chinese Named Entity Recognition and Word Segmentation Based on Character. - Jingzhou He; Houfeng Wang (IJCNLP, 2008)

Detecting Opinionated Sentences by Extracting Context Information. - Xinfan Meng; Houfeng Wang (NTCIR, 2008)

Predicting Chinese Abbreviations from Definitions: An Empirical Learning Approach Using Support Vector Regression. - Xu Sun 001; Houfeng Wang; Bo Wang 003 (J. Comput. Sci. Technol., 2008)

Clustering Technique in Multi-Document Personal Name Disambiguation. - Chen Chen; Junfeng Hu; Houfeng Wang (ACL/IJCNLP (Student Research Workshop), 2009)

Mining User Reviews: from Specification to Summarization. - Xinfan Meng; Houfeng Wang (ACL/IJCNLP (2), 2009)

Applying Spectral Clustering for Chinese Word Sense Induction. - Zhengyan He; Yang Song; Houfeng Wang (CIPS-SIGHAN, 2010)

A Pipeline Approach to Chinese Personal Name Disambiguation. - Yang Song; Zhengyan He; Chen Chen; Houfeng Wang (CIPS-SIGHAN, 2010)

Build Chinese Emotion Lexicons Using A Graph-based Algorithm and Multiple Resources. - Ge Xu; Xinfan Meng; Houfeng Wang (COLING, 2010)

ICL KBP Approaches to Knowledge Base Population at TAC2010. - Yang Song; Zhengyan He; Houfeng Wang (TAC, 2010)

Link Type Based Pre-Cluster Pair Model for Coreference Resolution. - Yang Song; Houfeng Wang; Jing Jiang 001 (CoNLL Shared Task, 2011)

Semi-supervised Chinese contextual polarity classification with automatic feature selection. - Ge Xu; Houfeng Wang (ICNC, 2011)

ICL Participation at NTCIR-9 RITE. - Xing Xu; Houfeng Wang (NTCIR, 2011)

Collective Entity Linking and a Simple Slot Filling Method for TAC-KBP 2011. - Zhengyan He; Houfeng Wang (TAC, 2011)

ICL Participation at RTE-7. - Xing Xu; Houfeng Wang (TAC, 2011)

Modeling grammatical evolution by automaton. - Pei He; Colin G. Johnson; Houfeng Wang (Sci. China Inf. Sci., 2011)

The Task 2 of CIPS-SIGHAN 2012 Named Entity Recognition and Disambiguation in Chinese Bakeoff. - Zhengyan He; Houfeng Wang; Sujian Li (CIPS-SIGHAN, 2012)

Cross-Lingual Mixture Model for Sentiment Classification. - Xinfan Meng; Furu Wei; Xiaohua Liu; Ming Zhou 001; Ge Xu; Houfeng Wang (ACL (1), 2012)

Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection. - Xu Sun 001; Houfeng Wang; Wenjie Li 002 (ACL (1), 2012)

Extracting Chinese Product Features: Representing a Sequence by a Set of Skip-Bigrams. - Ge Xu; Chu-Ren Huang; Houfeng Wang (CLSW, 2012)

A Comparison and Improvement of Online Learning Algorithms for Sequence Labeling. - Zhengyan He; Houfeng Wang (COLING, 2012)

Lost in Translations? Building Sentiment Lexicons using Context Based Machine Translation. - Xinfan Meng; Furu Wei; Ge Xu; Longkai Zhang; Xiaohua Liu; Ming Zhou 001; Houfeng Wang (COLING (Posters), 2012)

Constructing Chinese Abbreviation Dictionary: A Stacked Approach. - Longkai Zhang; Sujian Li; Houfeng Wang; Ni Sun; Xinfan Meng (COLING, 2012)

Joint Learning for Coreference Resolution with Markov Logic. - Yang Song; Jing Jiang 001; Wayne Xin Zhao; Sujian Li; Houfeng Wang (EMNLP-CoNLL, 2012)

Using Multiple Resources in Graph-Based Semi-supervised Sentiment Classification. - Ge Xu; Houfeng Wang (Web Intelligence/IAT Workshops, 2012)

Entity-centric topic-oriented opinion summarization in twitter. - Xinfan Meng; Furu Wei; Xiaohua Liu; Ming Zhou 001; Sujian Li; Houfeng Wang (KDD, 2012)

Learning Entity Representation for Entity Disambiguation. - Zhengyan He; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Longkai Zhang; Houfeng Wang (ACL (2), 2013)

Improving Chinese Word Segmentation on Micro-blog Using Rich Punctuations. - Longkai Zhang; Li Li; Zhengyan He; Houfeng Wang; Ni Sun (ACL (2), 2013)

The Acquisition of Chinese Ergative Verbs and the Verification of Relevant Rules in Semantic Role Labeling. - Mengxiang Wang; Yang Liu 124; Houfeng Wang; Longkai Zhang (CLSW, 2013)

Automatically Predicting the Polarity of Chinese Adjectives: Not, a Bit and a Search Engine. - Ge Xu; Chu-Ren Huang; Houfeng Wang (CLSW, 2013)

Efficient Collective Entity Linking with Stacking. - Zhengyan He; Shujie Liu 001; Yang Song; Mu Li 001; Ming Zhou 001; Houfeng Wang (EMNLP, 2013)

Exploring Representations from Unlabeled Data with Co-training for Chinese Word Segmentation. - Longkai Zhang; Houfeng Wang; Xu Sun 001; Mairgup Mansur (EMNLP, 2013)

Judgment, Extraction and Selective Restriction of Chinese Eventive Verb. - Mengxiang Wang; Houfeng Wang; Longkai Zhang (IALP, 2013)

Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search. - Xu Sun 001; Wenjie Li 002; Fanqi Meng; Houfeng Wang (IJCNLP, 2013)

Learning Abbreviations from Chinese and English Terms by Modeling Non-Local Information. - Xu Sun 001; Naoaki Okazaki; Jun'ichi Tsujii; Houfeng Wang (ACM Trans. Asian Lang. Inf. Process., 2013)

Probabilistic Classifier Chain Inference via Gibbs Sampling. - Li Li; Longkai Zhang; Guangyi Li; Houfeng Wang (CIKM, 2014)

Learning Semantic Similarity for Multi-label Text Categorization. - Li Li; Mengxiang Wang; Longkai Zhang; Houfeng Wang (CLSW, 2014)

The Processing of Dummy Verbs in Semantic Role Labeling. - Mengxiang Wang; Yang Liu 124; Houfeng Wang (CLSW, 2014)

A Study on Metaphors in Idioms Based on Chinese Idiom Knowledge Base. - Lei Wang; Shiwen Yu; Zhimin Wang; Weiguang Qu; Houfeng Wang (CLSW, 2014)

Multi-view Chinese Treebanking. - Likun Qiu; Yue Zhang 004; Peng Jin; Houfeng Wang (COLING, 2014)

Collaborative Topic Regression with Multiple Graphs Factorization for Recommendation in Social Media. - Qing Zhang; Houfeng Wang (COLING, 2014)

A Unified Framework for Grammar Error Correction. - Longkai Zhang; Houfeng Wang (CoNLL Shared Task, 2014)

Go Climb a Dependency Tree and Correct the Grammatical Errors. - Longkai Zhang; Houfeng Wang (EMNLP, 2014)

Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction. - Longkai Zhang; Houfeng Wang; Xu Sun 001 (EMNLP, 2014)

Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints. - Longkai Zhang; Li Li; Houfeng Wang; Xu Sun 001 (EMNLP, 2014)

Muli-label Text Categorization with Hidden Components. - Li Li; Longkai Zhang; Houfeng Wang (EMNLP, 2014)

Improved Automatic Keyword Extraction Based on TextRank Using Domain Knowledge. - Guangyi Li; Houfeng Wang (NLPCC, 2014)

A Fast and Effective Method for Clustering Large-Scale Chinese Question Dataset. - Xiaodong Zhang 022; Houfeng Wang (NLPCC, 2014)

Feature-Frequency-Adaptive On-line Training for Fast and Accurate Natural Language Processing. - Xu Sun 001; Wenjie Li 002; Houfeng Wang; Qin Lu 001 (Comput. Linguistics, 2014)

Learning Summary Prior Representation for Extractive Summarization. - Ziqiang Cao; Furu Wei; Sujian Li; Wenjie Li 002; Ming Zhou 001; Houfeng Wang (ACL (2), 2015)

A Dependency-Based Neural Network for Relation Classification. - Yang Liu 124; Furu Wei; Sujian Li; Heng Ji 001; Ming Zhou 001; Houfeng Wang (ACL (2), 2015)

Improving Collaborative Filtering via Hidden Structured Constraint. - Qing Zhang; Houfeng Wang (CIKM, 2015)

Emotional Classification of Chinese Idioms Based on Chinese Idiom Knowledge Base. - Lei Wang; Shiwen Yu; Zhimin Wang; Weiguang Qu; Houfeng Wang (CLSW, 2015)

Learning Entity Representation for Named Entity Disambiguation. - Rui Cai 002; Houfeng Wang; Junhao Zhang (CCL, 2015)

Negative Emotion Recognition in Spoken Dialogs. - Xiaodong Zhang 022; Houfeng Wang; Li Li; Maoxiang Zhao; Quanzhong Li 003 (CCL, 2015)

Multi-label Text Categorization with Joint Learning Predictions-as-Features Method. - Li Li; Houfeng Wang; Xu Sun 001; Baobao Chang; Shi Zhao; Lei Sha (EMNLP, 2015)

Nonparametric Symmetric Correspondence Topic Models for Multilingual Text Analysis. - Rui Cai 002; Miaohong Chen; Houfeng Wang (NLPCC, 2015)

Improving Chinese Dependency Parsing with Lexical Semantic Features. - Lvexing Zheng; Houfeng Wang; Xueqiang Lv (NLPCC, 2015)

Collaborative Multi-view Learning with Active Discriminative Prior for Recommendation. - Qing Zhang; Houfeng Wang (PAKDD (1), 2015)

Bi-LSTM Neural Networks for Chinese Grammatical Error Diagnosis. - Shen Huang; Houfeng Wang (NLP-TEA@COLING, 2016)

Bidirectional Recurrent Convolutional Neural Network for Relation Classification. - Rui Cai 002; Xiaodong Zhang 022; Houfeng Wang (ACL (1), 2016)

Knowledge-Based Semantic Embedding for Machine Translation. - Chen Shi; Shujie Liu 001; Shuo Ren; Shi Feng; Mu Li 001; Ming Zhou 001; Xu Sun 001; Houfeng Wang (ACL (1), 2016)

A method of automatic recognition of attributive clauses in Chinese language. - Lei Wang; Weiguang Qu; Houfeng Wang; Shiwen Yu (IALP, 2016)

The extraction and application of constitutive role of nouns in Chinese. - Mengxiang Wang; Houfeng Wang; Luexing Zheng (IALP, 2016)

Collaborative Filtering with Generalized Laplacian Constraint via Overlapping Decomposition. - Qing Zhang; Houfeng Wang (IJCAI, 2016)

A Joint Model of Intent Determination and Slot Filling for Spoken Language Understanding. - Xiaodong Zhang 022; Houfeng Wang (IJCAI, 2016)

Not All Links Are Created Equal: An Adaptive Embedding Approach for Social Personalized Ranking. - Qing Zhang; Houfeng Wang (SIGIR, 2016)

Towards Label Imbalance in Multi-label Classification with Many Labels. - Li Li; Houfeng Wang (CoRR, 2016)

Model approach to grammatical evolution: theory and case study. - Pei He; Zelin Deng; Houfeng Wang; Zhusong Liu (Soft Comput., 2016)

Attentive Interactive Neural Networks for Answer Selection in Community Question Answering. - Xiaodong Zhang 022; Sujian Li; Lei Sha; Houfeng Wang (AAAI, 2017)

Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. - Shuming Ma; Xu Sun 001; Jingjing Xu 001; Houfeng Wang; Wenjie Li 002; Qi Su 001 (ACL (2), 2017)

A Two-Stage Parsing Method for Text-Level Discourse Analysis. - Yizhong Wang; Sujian Li; Houfeng Wang (ACL (2), 2017)

Construction of an Online Lexicon of Chinese Loan Words and Phrases Translated from English. - Lei Wang; Shiwen Yu; Houfeng Wang (CLSW, 2017)

Bi-directional Gated Memory Networks for Answer Selection. - Wei Wu 044; Houfeng Wang; Sujian Li (CCL, 2017)

Learning to Rank Semantic Coherence for Topic Segmentation. - Liang Wang 046; Sujian Li; Yajuan Lv; Houfeng Wang (EMNLP, 2017)

Noise-Clustered Distant Supervision for Relation Extraction: A Nonparametric Bayesian Perspective. - Qing Zhang; Houfeng Wang (EMNLP, 2017)

meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. - Xu Sun 001; Xuancheng Ren; Shuming Ma; Houfeng Wang (ICML, 2017)

Interactive Attention Networks for Aspect-Level Sentiment Classification. - Dehong Ma; Sujian Li; Xiaodong Zhang 022; Houfeng Wang (IJCAI, 2017)

Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure. - Shen Huang; Xu Sun 001; Houfeng Wang (IJCNLP(1), 2017)

Cascading Multiway Attentions for Document-level Sentiment Classification. - Dehong Ma; Sujian Li; Xiaodong Zhang 022; Houfeng Wang; Xu Sun 001 (IJCNLP(1), 2017)

Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. - Yizhong Wang; Sujian Li; Jingfeng Yang 001; Xu Sun 001; Houfeng Wang (IJCNLP(1), 2017)

Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method. - Xu Sun 001; Xuancheng Ren; Shuming Ma; Bingzhen Wei; Wei Li 101; Houfeng Wang (CoRR, 2017)

Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing. - Xu Sun 001; Weiwei Sun 001; Shuming Ma; Xuancheng Ren; Yi Zhang 050; Wenjie Li 002; Houfeng Wang (CoRR, 2017)

Duplicate Question Identification by Integrating FrameNet With Neural Networks. - Xiaodong Zhang 022; Xu Sun 001; Houfeng Wang (AAAI, 2018)

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. - Jingjing Xu 001; Xu Sun 001; Qi Zeng 001; Xiaodong Zhang 022; Xuancheng Ren; Houfeng Wang; Wenjie Li 002 (ACL (1), 2018)

Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. - Shuming Ma; Xu Sun 001; Junyang Lin; Houfeng Wang (ACL (2), 2018)

Question Condensing Networks for Answer Selection in Community Question Answering. - Wei Wu 044; Xu Sun 001; Houfeng Wang (ACL (1), 2018)

Construction and Application of Chinese Generation Lexicon for Chinese Irregular Collocation Between Verbs and Nouns. - Mengxiang Wang; Qi Rao; Houfeng Wang (CLSW, 2018)

A Neural Question Answering Model Based on Semi-Structured Tables. - Hao Wang; Xiaodong Zhang 022; Shuming Ma; Xu Sun 001; Houfeng Wang; Mengxiang Wang (COLING, 2018)

SGM: Sequence Generation Model for Multi-label Classification. - Pengcheng Yang; Xu Sun 001; Wei Li 101; Shuming Ma; Wei Wu 044; Houfeng Wang (COLING, 2018)

simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. - Fenglin Liu; Xuancheng Ren; Yuanxin Liu; Houfeng Wang; Xu Sun 001 (EMNLP, 2018)

Joint Learning for Targeted Sentiment Analysis. - Dehong Ma; Sujian Li; Houfeng Wang (EMNLP, 2018)

Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning. - Chen Shi; Qi Chen 009; Lei Sha; Sujian Li; Xu Sun 001; Houfeng Wang; Lintao Zhang (EMNLP, 2018)

Phrase-level Self-Attention Networks for Universal Sentence Encoding. - Wei Wu 044; Houfeng Wang; Tianyu Liu 001; Shuming Ma (EMNLP, 2018)

Target Extraction via Feature-Enriched Neural Networks Model. - Dehong Ma; Sujian Li; Houfeng Wang (NLPCC (1), 2018)

A Neural Question Generation System Based on Knowledge Base. - Hao Wang; Xiaodong Zhang 022; Houfeng Wang (NLPCC (1), 2018)

Learning Dialogue History for Spoken Language Understanding. - Xiaodong Zhang 022; Dehong Ma; Houfeng Wang (NLPCC (1), 2018)

Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions. - Wei Li 101; Xuancheng Ren; Damai Dai; Yunfang Wu; Houfeng Wang; Xu Sun 001 (CoRR, 2018)

Exploring Sequence-to-Sequence Learning in Aspect Term Extraction. - Dehong Ma; Sujian Li; Fangzhao Wu; Xing Xie 001; Houfeng Wang (ACL (1), 2019)

Text Level Graph Neural Network for Text Classification. - Lianzhe Huang; Dehong Ma; Sujian Li; Xiaodong Zhang 022; Houfeng Wang (EMNLP/IJCNLP (1), 2019)

We Know What You Will Ask: A Dialogue System for Multi-intent Switch and Prediction. - Chen Shi; Qi Chen 009; Lei Sha; Hui Xue 004; Sujian Li; Lintao Zhang; Houfeng Wang (NLPCC (1), 2019)

Using Bidirectional Transformer-CRF for Spoken Language Understanding. - Linhao Zhang; Houfeng Wang (NLPCC (1), 2019)

Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding. - Linhao Zhang; Dehong Ma; Xiaodong Zhang 022; Xiaohui Yan; Houfeng Wang (AAAI, 2020)

MaskGEC: Improving Neural Grammatical Error Correction via Dynamic Masking. - Zewei Zhao; Houfeng Wang (AAAI, 2020)

Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification. - Lianzhe Huang; Xin Sun 013; Sujian Li; Linhao Zhang; Houfeng Wang (COLING, 2020)

Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network. - Lei Sha; Chen Shi; Qi Chen 009; Lintao Zhang; Houfeng Wang (IJCNN, 2020)

Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method. - Xu Sun 001; Xuancheng Ren; Shuming Ma; Bingzhen Wei; Wei Li 101; Jingjing Xu 001; Houfeng Wang; Yi Zhang 050 (IEEE Trans. Knowl. Data Eng., 2020)

Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? - Xuancheng Ren; Xu Sun 001; Houfeng Wang; Qun Liu 001 (AAAI, 2021)

Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding. - Xin Sun 013; Tao Ge 001; Furu Wei; Houfeng Wang (ACL/IJCNLP (1), 2021)

Do It Once: An Embarrassingly Simple Joint Matching Approach to Response Selection. - Linhao Zhang; Dehong Ma; Sujian Li; Houfeng Wang (ACL/IJCNLP (Findings), 2021)

Density-Based Dynamic Curriculum Learning for Intent Detection. - Yantao Gong; Cao Liu; Jiazhen Yuan; Fan Yang 087; Xunliang Cai; Guanglu Wan; Jiansong Chen; Ruiyao Niu; Houfeng Wang (CIKM, 2021)

First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction. - Lianzhe Huang; Peiyi Wang; Sujian Li; Tianyu Liu 001; Xiaodong Zhang 022; Zhicong Cheng; Dawei Yin; Houfeng Wang (CoRR, 2021)

Explicit Interaction Network for Aspect Sentiment Triplet Extraction. - Peiyi Wang; Lianzhe Huang; Tianyu Liu 001; Damai Dai; Runxin Xu; Houfeng Wang; Baobao Chang; Zhifang Sui (CoRR, 2021)

A Joint and Domain-Adaptive Approach to Spoken Language Understanding. - Linhao Zhang; Yu Shi 001; Linjun Shou; Ming Gong 001; Houfeng Wang; Michael Zeng 001 (CoRR, 2021)

Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking. - Linhao Zhang; Houfeng Wang (CoRR, 2021)

Towards Controlled and Diverse Generation of Article Comments. - Linhao Zhang; Houfeng Wang (CoRR, 2021)

Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss. - Yantao Gong; Cao Liu; Fan Yang 087; Xunliang Cai; Guanglu Wan; Jiansong Chen; Weipeng Zhang; Houfeng Wang (AAAI, 2022)

Adjusting the Precision-Recall Trade-Off with Align-and-Predict Decoding for Grammatical Error Correction. - Xin Sun 013; Houfeng Wang (ACL (2), 2022)

Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification. - Zihan Wang; Peiyi Wang; Lianzhe Huang; Xin Sun 013; Houfeng Wang (ACL (1), 2022)

Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task. - Liang Wen; Juan Li; Houfeng Wang; Yingwei Luo; Xiaolin Wang 001; Xiaodong Zhang 022; Zhicong Cheng; Dawei Yin (COLING, 2022)

Multi-Layer Pseudo-Siamese Biaffine Model for Dependency Parsing. - Ziyao Xu 001; Houfeng Wang; Bingdong Wang (COLING, 2022)

Learning Invariant Representation Improves Robustness for MRC Models. - Yu Hai; Liang Wen; Haoran Meng; Tianyu Liu 001; Houfeng Wang (EMNLP (Findings), 2022)

Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt. - Lianzhe Huang; Shuming Ma; Dongdong Zhang 001; Furu Wei; Houfeng Wang (EMNLP, 2022)

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification. - Zihan Wang; Peiyi Wang; Tianyu Liu 001; Binghuai Lin; Yunbo Cao; Zhifang Sui; Houfeng Wang (EMNLP, 2022)

M3: A Multi-View Fusion and Multi-Decoding Network for Multi-Document Reading Comprehension. - Liang Wen; Houfeng Wang; Yingwei Luo; Xiaolin Wang 001 (EMNLP, 2022)

Rule-based Logical Reasoning Knowledge Extraction of Chinese Legislative Text. - Li Li; Houfeng Wang; Yang Liu 124 (IALP, 2022)

A Question-Oriented Propagation Network for News Reading Comprehension. - Liang Wen; Houfeng Wang; Dehong Ma; Jun Fan; Yingwei Luo; Xiaolin Wang 001; Daiting Shi; Zhicong Cheng; Dawei Yin (ICASSP, 2022)

A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. - Xin Sun 013; Tao Ge 001; Shuming Ma; Jingjing Li 007; Furu Wei; Houfeng Wang (IJCAI, 2022)

Dialogue Topic Segmentation via Parallel Extraction Network with Neighbor Smoothing. - Jinxiong Xia; Cao Liu; Jiansong Chen; Yuchen Li; Fan Yang 087; Xunliang Cai; Guanglu Wan; Houfeng Wang (SIGIR, 2022)

Densely-connected neural networks for aspect term extraction. - Chen Chen; Houfeng Wang; Qingqing Zhu; Junfei Liu (Sci. China Inf. Sci., 2022)

Using calibrator to improve robustness in Machine Reading Comprehension. - Jing Jin; Houfeng Wang (CoRR, 2022)

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification. - Zihan Wang; Peiyi Wang; Tianyu Liu 001; Yunbo Cao; Zhifang Sui; Houfeng Wang (CoRR, 2022)

A Sequence-to-Sequence Approach with Mixed Pointers to Topic Segmentation and Segment Labeling. - Jinxiong Xia; Houfeng Wang (KDD, 2023)

Semiparametric Language Models Are Scalable Continual Learners. - Guangyue Peng; Tao Ge 001; Si-Qing Chen; Furu Wei; Houfeng Wang (CoRR, 2023)

Graph Enhanced Transformer for Aspect Category Detection. - Chen Chen; Houfeng Wang; Qingqing Zhu; Junfei Liu (J. Comput. Sci. Technol., 2023)

Preference Ranking Optimization for Human Alignment. - Feifan Song 001; Bowen Yu 002; Minghao Li; Haiyang Yu 003; Fei Huang 002; Yongbin Li; Houfeng Wang (AAAI, 2024)

Detection-Correction Structure via General Language Model for Grammatical Error Correction. - Wei Li 232; Houfeng Wang (ACL (1), 2024)

SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation. - Ziyao Xu 001; Houfeng Wang (ACL (1), 2024)

Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. - Feifan Song 001; Bowen Yu 002; Hao Lang; Haiyang Yu 003; Fei Huang 002; Houfeng Wang; Yongbin Li (LREC/COLING, 2024)

Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models. - Jing Jin; Houfeng Wang (LREC/COLING, 2024)

Would You Like to Make a Donation? A Dialogue System to Persuade You to Donate. - Yuhan Song; Houfeng Wang (LREC/COLING, 2024)

Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification. - Zihan Wang; Peiyi Wang; Houfeng Wang (LREC/COLING, 2024)

DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering. - Jing Jin; Houfeng Wang; Hao Zhang; Xiaoguang Li; Zhijiang Guo (EMNLP, 2024)

A Unified Framework for Multi-Intent Spoken Language Understanding with Prompting. - Feifan Song 001; Lianzhe Huang; Houfeng Wang (ICASSP, 2024)

ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization. - Feifan Song 001; Yuxuan Fan; Xin Zhang 099; Peiyi Wang; Houfeng Wang (CoRR, 2024)

HalluDial: A Large-Scale Benchmark for Automatic Dialogue-Level Hallucination Evaluation. - Wen Luo 001; Tianshu Shen; Wei Li 232; Guangyue Peng; Richeng Xuan; Houfeng Wang; Xi Yang 023 (CoRR, 2024)

Towards a Unified View of Preference Learning for Large Language Models: A Survey. - Bofei Gao; Feifan Song 001; Yibo Miao; Zefan Cai; Zhe Yang 013; Liang Chen 024; Helan Hu; Runxin Xu; Qingxiu Dong; Ce Zheng; Wen Xiao; Ge Zhang 009; et al. (CoRR, 2024)

A Fusion Tracking Algorithm for Electro-Optical Theodolite Based on the Three-State Transition Model. - Shixue Zhang; Houfeng Wang; Liduo Song; Hongwen Li; Shuai Liu (Sensors, 2024)

Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation. - Wen Luo 001; Feifan Song 001; Wei Li 101; Guangyue Peng; Shaohang Wei; Houfeng Wang (ACL (1), 2025)

Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding. - Feifan Song 001; Shaohang Wei; Wen Luo 001; Yuxuan Fan; Tianyu Liu 001; Guoyin Wang; Houfeng Wang (ACL (Findings), 2025)

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation. - Wei Li 232; Xin Zhang 099; Zhongxin Guo; Shaoguang Mao; Wen Luo 001; Guangyue Peng; Yangyu Huang; Houfeng Wang; Scarlett Li (ACL (1), 2025)

Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory. - Guangyue Peng; Tao Ge 001; Wen Luo 001; Wei Li 101; Houfeng Wang (ACL (1), 2025)

Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction. - Guangyue Peng; Wei Li 101; Wen Luo 001; Houfeng Wang (ACL (Findings), 2025)

Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction. - Wei Li 101; Wen Luo 001; Guangyue Peng; Houfeng Wang (NAACL (Long Papers), 2025)

Instantly Learning Preference Alignment via In-context DPO. - Feifan Song 001; Yuxuan Fan; Xin Zhang 099; Peiyi Wang; Houfeng Wang (NAACL (Long Papers), 2025)

Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion. - Ziyao Xu 001; Houfeng Wang (NAACL (Long Papers), 2025)

Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction. - Wei Li 232; Wen Luo 001; Guangyue Peng; Houfeng Wang (CoRR, 2025)

CiteCheck: Towards Accurate Citation Faithfulness Detection. - Ziyao Xu 001; Shaohang Wei; Zhuoheng Han; Jing Jin; Zhe Yang 013; Xiaoguang Li; Haochen Tan; Zhijiang Guo; Houfeng Wang (CoRR, 2025)

TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios. - Shaohang Wei; Wei Li 101; Feifan Song 001; Wen Luo 001; Tianyi Zhuang; Haochen Tan; Zhijiang Guo; Houfeng Wang (CoRR, 2025)

P-Aligner: Enabling Pre-Alignment of Language Models via Principled Instruction Synthesis. - Feifan Song 001; Bofei Gao; Yifan Song 002; Yi Liu; Weimin Xiong; Yuyang Song; Tianyu Liu 001; Guoyin Wang; Houfeng Wang (CoRR, 2025)

Overconfidence in LLM-as-a-Judge: Diagnosis and Confidence-Driven Solution. - Zailong Tian; Zhuoheng Han; Yanzhe Chen; Haozhe Xu; Xi Yang 023; Richeng Xuan; Houfeng Wang; Lizi Liao (CoRR, 2025)