Using Causal Information and Local Measures to Learn Bayesian Networks. - Wai Lam; Fahiem Bacchus (UAI, 1993)

Abstraction in Bayesian Belief Networks and Automatic Discovery from Past Inference Sessions. - Wai Lam (AAAI, 1994)

Using New Data to Refine a Bayesian Network. - Wai Lam; Fahiem Bacchus (UAI, 1994)

Learning Bayesian Belief Networks: An Approach Based on the MDL Principle. - Wai Lam; Fahiem Bacchus (Comput. Intell., 1994)

A Two-Level Approach to Learning in Nonstationary Environments. - Wai Lam; Snehasis Mukhopadhyay (AI, 1996)

Detection of Shifts in User Interests for Personalized Information Filtering. - Wai Lam; Snehasis Mukhopadhyay; Javed Mostafa; Mathew J. Palakal (SIGIR, 1996)

Distributed Data Mining of Probabilistic Knowledge. - Wai Lam; Alberto Maria Segre (ICDCS, 1997)

Using a Bayesian Network Induction Approach for Text Categorization. - Wai Lam; Kon Fan Low; Chao Yang Ho (IJCAI (1), 1997)

A Multilevel Approach to Intelligent Information Filtering: Model, System, and Evaluation. - Javed Mostafa; Snehasis Mukhopadhyay; Wai Lam; Mathew J. Palakal (ACM Trans. Inf. Syst., 1997)

A New On-Line Learning Algorithm for Adaptive Text Filtering. - Kwok Leung Yu; Wai Lam (CIKM, 1998)

Constructing Text Filters Based on Bayesian Network Learning. - Wai Lam; Kon Fan Low (ECAI, 1998)

Using a Generalized Instance Set for Automatic Text Categorization. - Wai Lam; Chao Yang Ho (SIGIR, 1998)

Discovering nonlinear-integral networks from databases using evolutionary computation and minimum description length principle. - Kwong-Sak Leung; Man Leung Wong; Wai Lam; Zhenyuan Wang (SMC, 1998)

Bayesian Network Refinement Via Machine Learning Approach. - Wai Lam (IEEE Trans. Pattern Anal. Mach. Intell., 1998)

Updating of Association Rules Dynamically. - King-Kwok Ng; Wai Lam (DANTE, 1999)

To believe is to understand. - Helen M. Meng; Wai Lam; Carmen Wai (EUROSPEECH, 1999)

An Intelligent Adaptive Filtering Agent Based on an On-Line Learning Model (poster abstract). - Wai Lam; Kwok Leung Yu (SIGIR, 1999)

Medical data mining using evolutionary computation. - Po Shun Ngan; Man Leung Wong; Wai Lam; Kwong-Sak Leung; Jack Chun Yiu Cheng (Artif. Intell. Medicine, 1999)

Intelligent content-based document delivery via automatic filtering profile generation. - Wai Lam (Int. J. Intell. Syst., 1999)

Using Evolutionary Programming and Minimum Description Length Principle for Data Mining of Bayesian Networks. - Man Leung Wong; Wai Lam; Kwong-Sak Leung (IEEE Trans. Pattern Anal. Mach. Intell., 1999)

Automatic Text Categorization and Its Application to Text Retrieval. - Wai Lam; Miguel E. Ruiz; Padmini Srinivasan (IEEE Trans. Knowl. Data Eng., 1999)

Learning to Extract Hierarchical Information from Semi-structured Documents. - Wai Lam; Wai-Yip Lin (CIKM, 2000)

Prototype Generation Based on Instance Filtering and Averaging. - Chi-Kin Keung; Wai Lam (PAKDD, 2000)

Automatic classification using supervised learning in a medical document filtering application. - Javed Mostafa; Wai Lam (Inf. Process. Manag., 2000)

Using discretization and Bayesian inference network learning for automatic filtering profile generation. - Wai Lam; Kon Fan Low (IEEE Trans. Syst. Man Cybern. Part C, 2000)

A Collaborative Word Processing Systems using a CORBA-Based Workflow Framework. - Kei Shiu Ho; Hong Va Leong; Wai Lam (DOA, 2001)

Automatic Story Segmentation for Spoken Document Retrieval. - Pui-Yu Hui; Xiaoou Tang; Helen M. Meng; Wai Lam; Xinbo Gao 001 (FUZZ-IEEE, 2001)

Automatic event generation from multi-lingual news stories. - Kin Hui; Wai Lam; Helen M. Meng (JCDL, 2001)

Meta-learning Models for Automatic Textual Document Categorization. - Kwok-Yin Lai; Wai Lam (PAKDD, 2001)

Automatic Textual Document Categorization Using Multiple Similarity-Based Models. - Kwok-Yin Lai; Wai Lam (SDM, 2001)

A Meta-Learning Approach for Text Categorization. - Wai Lam; Kwok-Yin Lai (SIGIR, 2001)

Web-based Workflow Framework with CORBA. - Hong Va Leong; Kei Shiu Ho; Wai Lam (Concurr. Eng. Res. Appl., 2001)

Modeling user interest shift using a bayesian approach. - Wai Lam; Javed Mostafa (J. Assoc. Inf. Sci. Technol., 2001)

Chinese document indexing based on a new partitioned signature file: Model and evaluation. - Wai Lam; Kam-Fai Wong; Chi-Yin Wong (J. Assoc. Inf. Sci. Technol., 2001)

FIDS: an intelligent financial Web news articles digest system. - Wai Lam; Kei Shiu Ho (IEEE Trans. Syst. Man Cybern. Part A, 2001)

Meta-evaluation of Summaries in a Cross-lingual Environment using Content-based Metrics. - Horacio Saggion; Dragomir R. Radev; Simone Teufel; Wai Lam (COLING, 2002)

Adapting Information Extraction Knowledge For Unseen Web Sites. - Tak-Lam Wong; Wai Lam (ICDM, 2002)

Developing Infrastructure for the Evaluation of Single and Multi-document Summarization Systems in a Cross-lingual Environment. - Horacio Saggion; Dragomir R. Radev; Simone Teufel; Wai Lam; Stephanie M. Strassel (LREC, 2002)

Extracting Causation Knowledge from Natural Language Texts. - Ki Chan; Boon Toh Low; Wai Lam; Kai-Pui Lam (PAKDD, 2002)

News Sensitive Stock Trend Prediction. - Gabriel Pui Cheong Fung; Jeffrey Xu Yu; Wai Lam (PAKDD, 2002)

Discovering Useful Concept Prototypes for Classification Based on Filtering and Abstraction. - Wai Lam; Chi-Kin Keung; Danyu Liu (IEEE Trans. Pattern Anal. Mach. Intell., 2002)

Learning good prototypes for classification using filtering and abstraction of instances. - Wai Lam; Chi-Kin Keung; Charles X. Ling (Pattern Recognit., 2002)

A Distributed Learning Algorithm for Bayesian Inference Networks. - Wai Lam; Alberto Maria Segre (IEEE Trans. Knowl. Data Eng., 2002)

Learning nonlinear multiregression networks based on evolutionary computation. - Kwong-Sak Leung; Man Leung Wong; Wai Lam; Zhenyuan Wang; Kebin Xu (IEEE Trans. Syst. Man Cybern. Part B, 2002)

Evaluation Challenges in Large-Scale Document Summarization. - Dragomir R. Radev; Simone Teufel; Horacio Saggion; Wai Lam; John Blitzer; Hong Qi; Arda Çelebi; Danyu Liu; Elliott Drábek (ACL, 2003)

Stock prediction: Integrating text mining approach using real-time news. - Gabriel Pui Cheong Fung; Jeffrey Xu Yu; Wai Lam (CIFEr, 2003)

Digesting Bilingual Web News via Mining Financial Activities and Events. - Pik-Shan Cheung; Ruizhang Huang; Wai Lam (ICADL, 2003)

Exploiting Heterogeneous Features for Classification Learning. - Yiqiu Han; Wai Lam (IDEAL, 2003)

Beyond Supervised Learning of Wrappers for Extracting Information from Unseen Web Sites. - Tak-Lam Wong; Wai Lam; Wei Wang (IDEAL, 2003)

Supporting Story Link Detection Using Automatic Topic Type Categorization. - Ruizhang Huang; Wai Lam (IKE, 2003)

Discovering Bilingual Name Association and Translation From Online News of Different Sources. - Yin-Yee Law; Ruizhang Huang; Wai Lam (IKE, 2003)

Using Support Vector Machines for Terrorism Information Extraction. - Aixin Sun; Myo-Myo Naing; Ee-Peng Lim; Wai Lam (ISI, 2003)

Exploiting Hierarchical Domain Values for Bayesian Learning. - Yiqiu Han; Wai Lam (PAKDD, 2003)

Web Discovery and Filtering Based on Textual Relevance Feedback Learning. - Wai Lam; Wei Wang; Che-Wang Yue (Comput. Intell., 2003)

High-Dimensional Learning Framework for Adaptive Document Filtering. - Wai Lam; Kwok Leung Yu (Comput. Intell., 2003)

Direct gold and copper wires bonding on copper. - Hong Meng Ho; Wai Lam; Serguei Stoukatch; Petar Ratchev; Charles J. Vath; Eric Beyne (Microelectron. Reliab., 2003)

Automatic Textual Document Categorization Based on Generalized Instance Sets and a Metamodel. - Wai Lam; Yiqiu Han (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

Improving Transliteration with Precise Alignment of Phoneme Chunks and Using Contextual Features. - Wei Gao 001; Kam-Fai Wong; Wai Lam (AIRS, 2004)

Interpretable Query Projection Learning. - Yiqiu Han; Wai Lam (CIS, 2004)

CatRelate: A New Hierarchical Document Category Integration Algorithm by Learning Category Relationships. - Shanfeng Zhu; Christopher C. Yang; Wai Lam (ICADL, 2004)

Query-Driven Support Pattern Discovery for Classification Learning. - Yiqiu Han; Wai Lam (ICDM, 2004)

A Probabilistic Approach for Adapting Information Extraction Wrappers and Discovering New Attributes. - Tak-Lam Wong; Wai Lam (ICDM, 2004)

Phoneme-Based Transliteration of Foreign Names for OOV Problem. - Wei Gao 001; Kam-Fai Wong; Wai Lam (IJCNLP, 2004)

Financial Activity Mining from Online Multilingual News. - Pik-Shan Cheung; Ruizhang Huang; Wai Lam (ITCC (1), 2004)

Mining events and new name translations from online daily news. - Wai Lam; Pik-Shan Cheung; Ruizhang Huang (JCDL, 2004)

MEAD - A Platform for Multidocument Multilingual Text Summarization. - Dragomir R. Radev; Timothy Allison; Sasha Blair-Goldensohn; John Blitzer; Arda Çelebi; Stanko Dimitrov; Elliott Drábek; Ali Hakim; Wai Lam; Danyu Liu; Jahna Otterbacher; Hong Qi; et al. (LREC, 2004)

Lazy Learning by Scanning Memory Image Lattice. - Yiqiu Han; Wai Lam (SDM, 2004)

Exploiting Hierarchical Domain Values in Classification Learning. - Yiqiu Han; Wai Lam (SDM, 2004)

Text Mining from Site Invariant and Dependent Features for Information Extraction Knowledge Adaptation. - Wai Lam; Tak-Lam Wong (SDM, 2004)

Learning phonetic similarity for matching named entity translations and mining new translations. - Wai Lam; Ruizhang Huang; Pik-Shan Cheung (SIGIR, 2004)

Gene Ontology Classification of Biomedical Literatures Using Context Association. - Ki Chan; Wai Lam (AIRS, 2005)

A New Approach for Semi-supervised Online News Classification. - Hon-Man Ko; Wai Lam (Human.Society@Internet, 2005)

Discovering Patterns from Ontology-Derived Texts. - Ki Chan; Wai Lam (ICADL, 2005)

Hot Item Mining and Summarization from Multiple Auction Web Sites. - Tak-Lam Wong; Wai Lam (ICDM, 2005)

Exploring Query Matrix for Support Pattern Based Classification Learning. - Yiqiu Han; Wai Lam (ICMLC, 2005)

Training Conditional Random Fields with Unlabeled Data and Limited Number of Labeled Examples. - Tak-Lam Wong; Wai Lam (ICMLC, 2005)

Lazy Learning for Classification Based on Query Projections. - Yiqiu Han; Wai Lam (SDM, 2005)

Learning to Refine Ontology for a New Web Site Using a Bayesian Approach. - Tak-Lam Wong; Wai Lam (SDM, 2005)

Pattern Based Customized Learning for TREC Genomics Track Categorization Task. - Wai Lam; Yiqiu Han; Ki Chan (TREC, 2005)

Extracting causation knowledge from natural language texts. - Ki Chan; Wai Lam (Int. J. Intell. Syst., 2005)

Context-based generic cross-lingual retrieval of documents and automated summaries. - Wai Lam; Ki Chan; Dragomir R. Radev; Horacio Saggion; Simone Teufel (J. Assoc. Inf. Sci. Technol., 2005)

Automatic Domain Ontology Generation from Web sites. - Tak-Lam Wong; Wai Lam; Enhong Chen (Trans. SDPS, 2005)

Text Clustering with Limited User Feedback Under Local Metric Learning. - Ruizhang Huang; Zhigang Zhang; Wai Lam (AIRS, 2006)

Extracting and Summarizing Hot Item Features Across Different Auction Web Sites. - Tak-Lam Wong; Wai Lam; Shing-Kit Chan (PAKDD, 2006)

Collaborative Information Extraction and Mining from Multiple Web Documents. - Tak-Lam Wong; Wai Lam; Shing-Kit Chan (SDM, 2006)

Refining hierarchical taxonomy structure via semi-supervised learning. - Ruizhang Huang; Zhigang Zhang; Wai Lam (SIGIR, 2006)

Using Semantic Relations with World Knowledge for Question Answering. - Ka Kan Lo; Wai Lam (TREC, 2006)

Integrating XML and CORBA to support collaborative writing using off-the-shelf editing software. - Kei Shiu Ho; Hong Va Leong; Wai Lam; Robert Wing Pong Luk (Inf. Syst., 2006)

Introduction to the special topic section on multilingual information systems. - Christopher C. Yang; Wai Lam (J. Assoc. Inf. Sci. Technol., 2006)

Customized Generalization of Support Patterns for Classification. - Yiqiu Han; Wai Lam; Charles X. Ling (IEEE Trans. Syst. Man Cybern. Part B, 2006)

Building Knowledge Base for Reading from Encyclopedia. - Ka Kan Lo; Wai Lam (AAAI Spring Symposium: Machine Reading, 2007)

Efficient Methods for Biomedical Named Entity Recognition. - Shing-Kit Chan; Wai Lam (BIBE, 2007)

A Cascaded Approach to Biomedical Named Entity Recognition Using a Unified Model. - Shing-Kit Chan; Wai Lam; Xiaofeng Yu (ICDM, 2007)

Semi-supervised Document Clustering via Active Learning with Pairwise Constraints. - Ruizhang Huang; Wai Lam (ICDM, 2007)

Active Learning of Constraints for Semi-supervised Text Clustering. - Ruizhang Huang; Wai Lam; Zhigang Zhang (SDM, 2007)

Utilizing hierarchical feature domain values for prediction. - Yiqiu Han; Wai Lam (Data Knowl. Eng., 2007)

Efficient in-memory extensible inverted file. - Robert W. P. Luk; Wai Lam (Inf. Syst., 2007)

Customized classification learning based on query projections. - Yiqiu Han; Wai Lam; Charles X. Ling (Inf. Sci., 2007)

Introduction to the special topic section on mining Web resources for enhancing information retrieval. - Wai Lam; Christopher C. Yang; Filippo Menczer (J. Assoc. Inf. Sci. Technol., 2007)

Named entity translation matching and learning: With application for mining unseen translations. - Wai Lam; Shing-Kit Chan; Ruizhang Huang (ACM Trans. Inf. Syst., 2007)

Adapting Web information extraction knowledge via mining site-invariant and site-dependent features. - Tak-Lam Wong; Wai Lam (ACM Trans. Internet Techn., 2007)

An Unsupervised Approach for Product Record Normalization across Different Web Sites. - Tak-Lam Wong; Tik-Shun Wong; Wai Lam (AAAI, 2008)

Hidden Dynamic Probabilistic Models for Labeling Sequence Data. - Xiaofeng Yu; Wai Lam (AAAI, 2008)

Pronoun Resolution with Markov Logic Networks. - Ki Chan; Wai Lam (AIRS, 2008)

Coreference resolution using expressive logic models. - Ki Chan; Wai Lam; Xiaofeng Yu (CIKM, 2008)

An Integrated Probabilistic and Logic Approach to Encyclopedia Relation Extraction with Multiple Features. - Xiaofeng Yu; Wai Lam (COLING, 2008)

An Online Cascaded Approach to Biomedical Named Entity Recognition. - Shing-Kit Chan; Wai Lam; Xiaofeng Yu (IJCNLP, 2008)

A Framework Based on Graphical Models with Logic for Chinese Named Entity Recognition. - Xiaofeng Yu; Wai Lam; Shing-Kit Chan (IJCNLP, 2008)

Chinese NER Using CRFs and Logic for the Fourth SIGHAN Bakeoff. - Xiaofeng Yu; Wai Lam; Shing-Kit Chan; Yiu Kei Wu; Bo Chen (IJCNLP, 2008)

An unsupervised framework for extracting and normalizing product attributes from multiple web sites. - Tak-Lam Wong; Wai Lam; Tik-Shun Wong (SIGIR, 2008)

Towards More Effective Text Summarization Based on Textual Association Networks. - Yuhui Tao; Shuigeng Zhou; Wai Lam; Jihong Guan (SKG, 2008)

Learning to extract and summarize hot item features from multiple auction web sites. - Tak-Lam Wong; Wai Lam (Knowl. Inf. Syst., 2008)

An integrated discriminative probabilistic approach to information extraction. - Xiaofeng Yu; Wai Lam; Bo Chen (CIKM, 2009)

Extracting discriminative concepts for domain adaptation in text mining. - Bo Chen; Wai Lam; Ivor W. Tsang; Tak-Lam Wong (KDD, 2009)

An Efficient Method for Generating, Storing and Matching Features for Text Mining. - Shing-Kit Chan; Wai Lam (PAKDD, 2009)

Cross Language Information Extraction Knowledge Adaptation. - Tak-Lam Wong; Kai-On Chow; Wai Lam (RSKT, 2009)

A Semi-Supervised Framework for Feature Mapping and Multiclass Classification. - Bo Chen; Wai Lam; Ivor W. Tsang; Tak-Lam Wong (SDM, 2009)

Mining employment market via text block detection and adaptive cross-domain information extraction. - Tak-Lam Wong; Wai Lam; Bo Chen (SIGIR, 2009)

An active learning framework for semi-supervised document clustering with language modeling. - Ruizhang Huang; Wai Lam (Data Knowl. Eng., 2009)

An unsupervised method for joint information extraction and feature mining across different Web sites. - Tak-Lam Wong; Wai Lam (Data Knowl. Eng., 2009)

Bidirectional Integration of Pipeline Models. - Xiaofeng Yu; Wai Lam (AAAI, 2010)

Learning ontology resolution for document representation and its applications in text mining. - Lidong Bing; Bai Sun; Shan Jiang 001; Yan Zhang 004; Wai Lam (CIKM, 2010)

Jointly Identifying Entities and Extracting Relations in Encyclopedia Text via A Graphical Model Approach. - Xiaofeng Yu; Wai Lam (COLING (Posters), 2010)

Accelerated Training of Maximum Margin Markov Models for Sequence Labeling: A Case Study of NP Chunking. - Xiaofeng Yu; Wai Lam (COLING (Posters), 2010)

Pseudo Conditional Random Fields: Joint Training Approach to Segmenting and Labeling Sequence Data. - Shing-Kit Chan; Wai Lam (ICDM, 2010)

Location and Scatter Matching for Dataset Shift in Text Mining. - Bo Chen; Wai Lam; Ivor W. Tsang; Tak-Lam Wong (ICDM, 2010)

Adapting relational logic models using unlabeled data. - Ki Chan; Tak-Lam Wong; Wai Lam (ICMLC, 2010)

Discovery of logic relations for text mining adaptation using unlabeled data. - Ki Chan; Wai Lam; Tak-Lam Wong (RIAO, 2010)

Learning to Adapt Web Information Extraction Knowledge and Discovering New Attributes via a Bayesian Approach. - Tak-Lam Wong; Wai Lam (IEEE Trans. Knowl. Data Eng., 2010)

Towards a unified solution: data record region detection and segmentation. - Lidong Bing; Wai Lam; Yuan Gu (CIKM, 2011)

Using query log and social tagging to refine queries based on latent topics. - Lidong Bing; Wai Lam; Tak-Lam Wong (CIKM, 2011)

An unsupervised ranking method based on a technical difficulty terrain. - Shoaib Jameel; Wai Lam; Ching-man Au Yeung; Sheaujiun Chyan (CIKM, 2011)

Ontology enhancement and concept granularity learning: keeping yourself current and adaptive. - Shan Jiang 001; Lidong Bing; Bai Sun; Yan Zhang 004; Wai Lam (KDD, 2011)

Normalizing web product attributes and discovering domain ontology with minimal effort. - Tak-Lam Wong; Lidong Bing; Wai Lam (WSDM, 2011)

Unsupervised Extraction of Popular Product Attributes from Web Sites. - Lidong Bing; Tak-Lam Wong; Wai Lam (AIRS, 2012)

N-gram Fragment Sequence Based Unsupervised Domain-Specific Document Readability. - Shoaib Jameel; Xiaojun Qian; Wai Lam (COLING, 2012)

An unsupervised technical difficulty ranking model based on conceptual terrain in the latent space. - Shoaib Jameel; Wai Lam; Xiaojun Qian; Ching-man Au Yeung (JCDL, 2012)

Ranking Text Documents Based on Conceptual Difficulty Using Term Embedding and Sequential Discourse Cohesion. - Shoaib Jameel; Wai Lam; Xiaojun Qian (Web Intelligence, 2012)

Probabilistic joint models incorporating logic and learning via structured variational approximation for information extraction. - Xiaofeng Yu; Wai Lam (Knowl. Inf. Syst., 2012)

A Nonparametric N-Gram Topic Model with Interpretable Latent Topics. - Shoaib Jameel; Wai Lam (AIRS, 2013)

Structured positional entity language model for enterprise entity retrieval. - Chunliang Lu; Lidong Bing; Wai Lam (CIKM, 2013)

An N-Gram Topic Model for Time-Stamped Documents. - Shoaib Jameel; Wai Lam (ECIR, 2013)

An unsupervised topic segmentation model incorporating word order. - Shoaib Jameel; Wai Lam (SIGIR, 2013)

Wikipedia entity expansion and attribute extraction from the web using semi-supervised learning. - Lidong Bing; Wai Lam; Tak-Lam Wong (WSDM, 2013)

Web Entity Detection for Semi-structured Text Data Records with Unlabeled Data. - Chunliang Lu; Lidong Bing; Wai Lam; Ki Chan; Yuan Gu (Int. J. Comput. Linguistics Appl., 2013)

Discovering Low-Rank Shared Concept Space for Adapting Text Mining Models. - Bo Chen; Wai Lam; Ivor W. Tsang; Tak-Lam Wong (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Robust detection of semi-structured web records using a DOM structure-knowledge-driven model. - Lidong Bing; Wai Lam; Tak-Lam Wong (ACM Trans. Web, 2013)

Website Community Mining from Query Logs with Two-Phase Clustering. - Lidong Bing; Wai Lam; Shoaib Jameel; Chunliang Lu (CICLing (2), 2014)

Collaborative Filtering Incorporating Review Text and Co-clusters of Hidden User Communities and Item Groups. - Yinqing Xu; Wai Lam; Tianyi Lin (CIKM, 2014)

Latent Aspect Mining via Exploring Sparsity and Intrinsic Information. - Yinqing Xu; Tianyi Lin; Wai Lam; Zirui Zhou; Hong Cheng 001; Anthony Man-Cho So (CIKM, 2014)

Web page segmentation with structured prediction and its application in web page classification. - Lidong Bing; Rui Guo; Wai Lam; Zheng-Yu Niu; Haifeng Wang 001 (SIGIR, 2014)

Knowledge Base Refinement Using Limited Amount of Efforts from Experts. - Ki Chan; Wai Lam; Tak-Lam Wong (Int. J. Knowl. Based Organ., 2014)

Abstractive Multi-Document Summarization via Phrase Selection and Merging. - Lidong Bing; Piji Li; Yi Liao; Wai Lam; Weiwei Guo; Rebecca J. Passonneau (ACL (1), 2015)

Entity Retrieval via Entity Factoid Hierarchy. - Chunliang Lu; Wai Lam; Yi Liao (ACL (1), 2015)

Abstract Venue Concept Detection from Location-Based Social Networks. - Yi Liao; Shoaib Jameel; Wai Lam; Xing Xie 001 (AIRS, 2015)

A Unified Posterior Regularized Topic Model with Maximum Margin for Learning-to-Rank. - Shoaib Jameel; Wai Lam; Steven Schockaert; Lidong Bing (CIKM, 2015)

Nonparametric Topic Modeling Using Chinese Restaurant Franchise with Buddy Customers. - Shoaib Jameel; Wai Lam; Lidong Bing (ECIR, 2015)

Multilingual Viewpoint Detection from news comments. - Bei Shi; Wai Lam; Lidong Bing; Yinqing Xu (IALP, 2015)

Reader-Aware Multi-Document Summarization via Sparse Coding. - Piji Li; Lidong Bing; Wai Lam; Hang Li; Yi Liao (IJCAI, 2015)

A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality. - Yinqing Xu; Bei Shi; Wentao Tian; Wai Lam (IJCAI, 2015)

Topic modeling for conference analytics. - Pengfei Liu 004; Shoaib Jameel; Wai Lam; Bin Ma 001; Helen M. Meng (INTERSPEECH, 2015)

Supervised topic models with word order structure for document classification and retrieval learning. - Shoaib Jameel; Wai Lam; Lidong Bing (Inf. Retr. J., 2015)

Adaptive Concept Resolution for document representation and its applications in text mining. - Lidong Bing; Shan Jiang 001; Wai Lam; Yan Zhang 004; Shoaib Jameel (Knowl. Based Syst., 2015)

Web Query Reformulation via Joint Modeling of Latent Topic Dependency and Term Context. - Lidong Bing; Wai Lam; Tak-Lam Wong; Shoaib Jameel (ACM Trans. Inf. Syst., 2015)

Detecting Common Discussion Topics Across Culture From News Reader Comments. - Bei Shi; Wai Lam; Lidong Bing; Yinqing Xu (ACL (1), 2016)

Learning a Semantic Space of Web Search via Session Data. - Lidong Bing; Zheng-Yu Niu; Wai Lam; Haifeng Wang 001 (AIRS, 2016)

A Joint Framework for Collaborative Filtering and Metric Learning. - Tak-Lam Wong; Wai Lam; Haoran Xie 001; Fu Lee Wang (AIRS, 2016)

Exploring influence among participants for event recommendation. - Yi Liao; Xinshi Lin; Wai Lam (ASONAM, 2016)

Digesting News Reader Comments via Fine-Grained Associations with Event Facets and News Contents. - Bei Shi; Wai Lam (CIKM, 2016)

Digesting Multilingual Reader Comments via Latent Discussion Topics with Commonality and Specificity. - Bei Shi; Wai Lam; Lidong Bing; Yinqing Xu (CIKM, 2016)

Whether This Participant will Attract You to This Event? Exploiting Participant Influence for Event Recommendation. - Yi Liao; Xinshi Lin; Wai Lam (ICDM, 2016)

Exploring Urban Lifestyles Using a Nonparametric Temporal Graphical Model. - Shoaib Jameel; Yi Liao; Wai Lam; Steven Schockaert; Xing Xie 001 (ICTIR, 2016)

Who Wants to Join Me?: Companion Recommendation in Location Based Social Networks. - Yi Liao; Wai Lam; Shoaib Jameel; Steven Schockaert; Xing Xie 001 (ICTIR, 2016)

CUIS at the NTCIR-12 MobileClick2 Task. - Kwun Ping Lai; Wai Lam; Lidong Bing (NTCIR, 2016)

Unsupervised Extraction of Popular Product Attributes from E-Commerce Web Sites by Considering Customer Reviews. - Lidong Bing; Tak-Lam Wong; Wai Lam (ACM Trans. Internet Techn., 2016)

Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization. - Piji Li; Zihao Wang; Wai Lam; Zhaochun Ren; Lidong Bing (AAAI, 2017)

Reader-Aware Multi-Document Summarization: An Enhanced Model and The First Dataset. - Piji Li; Lidong Bing; Wai Lam (NFiS@EMNLP, 2017)

Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction. - Xin Li 056; Wai Lam (EMNLP, 2017)

Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization. - Piji Li; Wai Lam; Lidong Bing; Weiwei Guo; Hang Li (EMNLP, 2017)

Deep Recurrent Generative Decoder for Abstractive Text Summarization. - Piji Li; Wai Lam; Lidong Bing; Zihao Wang (EMNLP, 2017)

CUIS Team for NTCIR-13 AKG Task. - Xinshi Lin; Wai Lam; Shubham Sharma (NTCIR, 2017)

Neural Rating Regression with Abstractive Tips Generation for Recommendation. - Piji Li; Zihao Wang; Zhaochun Ren; Lidong Bing; Wai Lam (SIGIR, 2017)

Jointly Learning Word Embeddings and Latent Topics. - Bei Shi; Wai Lam; Shoaib Jameel; Steven Schockaert; Kwun Ping Lai (SIGIR, 2017)

Exploiting interactions of review text, hidden user communities and item groups, and time for collaborative filtering. - Yinqing Xu; Qian Yu; Wai Lam; Tianyi Lin (Knowl. Inf. Syst., 2017)

Towards a language-independent solution: Knowledge base completion by searching the Web and deriving language pattern. - Lidong Bing; Zhiming Zhang; Wai Lam; William W. Cohen (Knowl. Based Syst., 2017)

A new hybrid method for learning bayesian networks: Separation and reunion. - Hui Liu 026; Shuigeng Zhou; Wai Lam; Jihong Guan (Knowl. Based Syst., 2017)

Transformation Networks for Target-Oriented Sentiment Classification. - Xin Li 056; Lidong Bing; Wai Lam; Bei Shi (ACL (1), 2018)

Learning Domain-Sensitive and Sentiment-Aware Word Embeddings. - Bei Shi; Zihao Fu; Lidong Bing; Wai Lam (ACL (1), 2018)

Guiding Approximate Text Classification Rules via Context Information. - Wai Chung Wong; Sunny Lai; Wai Lam; Kwong-Sak Leung (AIRS, 2018)

Responding E-commerce Product Questions via Exploiting QA Collections and Reviews. - Qian Yu; Wai Lam; Zihao Wang (COLING, 2018)

Entity Retrieval via Type Taxonomy Aware Smoothing. - Xinshi Lin; Wai Lam (ECIR, 2018)

QuaSE: Sequence Editing under Quantifiable Guidance. - Yi Liao; Lidong Bing; Piji Li; Shuming Shi 001; Wai Lam; Tong Zhang 001 (EMNLP, 2018)

Entity Retrieval in the Knowledge Graph with Hierarchical Entity Type and Content. - Xinshi Lin; Wai Lam; Kwun Ping Lai (ICTIR, 2018)

Product Question Intent Detection using Indicative Clause Attention and Adversarial Learning. - Qian Yu; Wai Lam (ICTIR, 2018)

Aspect Term Extraction with History Attention and Selective Transformation. - Xin Li 056; Lidong Bing; Piji Li; Wai Lam; Zhimou Yang (IJCAI, 2018)

CUIS Team at TREC 2018 CAR Track. - Xinshi Lin; Wai Lam (TREC, 2018)

Review-Aware Answer Prediction for Product-Related Questions Incorporating Aspects. - Qian Yu; Wai Lam (WSDM, 2018)

Actor-Critic based Training Framework for Abstractive Summarization. - Piji Li; Lidong Bing; Wai Lam (CoRR, 2018)

Incorporating Pseudo-Parallel Data for Quantifiable Sequence Editing. - Yi Liao; Lidong Bing; Piji Li; Shuming Shi 001; Wai Lam; Tong Zhang 001 (CoRR, 2018)

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. - Deng Cai 002; Yan Wang 060; Victoria Bi; Zhaopeng Tu; Xiaojiang Liu; Wai Lam; Shuming Shi 001 (CoRR, 2018)

Learning a unified embedding space of web search from large-scale query log. - Lidong Bing; Zheng-Yu Niu; Piji Li; Wai Lam; Haifeng Wang 001 (Knowl. Based Syst., 2018)

A learning framework for information block search based on probabilistic graphical models and Fisher Kernel. - Tak-Lam Wong; Haoran Xie 001; Wai Lam; Fu Lee Wang (Int. J. Mach. Learn. Cybern., 2018)

Joint Modeling of Participant Influence and Latent Topics for Recommendation in Event-based Social Networks. - Yi Liao; Wai Lam; Lidong Bing; Xin Shen 003 (ACM Trans. Inf. Syst., 2018)

Word Embedding as Maximum A Posteriori Estimation. - Shoaib Jameel; Zihao Fu; Bei Shi; Wai Lam; Steven Schockaert (AAAI, 2019)

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction. - Xin Li 056; Lidong Bing; Piji Li; Wai Lam (AAAI, 2019)

Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank. - Qian Yu; Wai Lam (AAAI, 2019)

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis. - Xin Li 056; Lidong Bing; Wenxuan Zhang 001; Wai Lam (W-NUT@EMNLP, 2019)

Context-Aware Helpfulness Prediction for Online Product Reviews. - Iyiola E. Olatunji; Xin Li 056; Wai Lam (AIRS, 2019)

Core Semantic First: A Top-down Approach for AMR Parsing. - Deng Cai 002; Wai Lam (EMNLP/IJCNLP (1), 2019)

Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion. - Zihao Wang; Kwun Ping Lai; Piji Li; Lidong Bing; Wai Lam (EMNLP/IJCNLP (1), 2019)

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. - Deng Cai 002; Yan Wang 060; Wei Bi; Zhaopeng Tu; Xiaojiang Liu; Wai Lam; Shuming Shi 001 (NAACL-HLT (1), 2019)

Fact Discovery from Knowledge Base via Facet Decomposition. - Zihao Fu; Yankai Lin; Zhiyuan Liu 001; Wai Lam (NAACL-HLT (1), 2019)

CUIS at the NTCIR-14 STC-3 DQ Subtask. - Kai Cong; Wai Lam (NTCIR, 2019)

Persona-Aware Tips Generation? - Piji Li; Zihao Wang; Lidong Bing; Wai Lam (WWW, 2019)

Reader Comment Digest through Latent Event Facets and News Specificity. - Bei Shi; Wai Lam (IEEE Trans. Knowl. Data Eng., 2019)

Graph Transformer for Graph-to-Sequence Learning. - Deng Cai 002; Wai Lam (AAAI, 2020)

Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering. - Yang Deng 002; Wai Lam; Yuexiang Xie; Daoyuan Chen; Yaliang Li; Min Yang 007; Ying Shen 001 (AAAI, 2020)

Open Domain Event Text Generation. - Zihao Fu; Lidong Bing; Wai Lam (AAAI, 2020)

Relevance-Promoting Language Model for Short-Text Conversation. - Xin Li 056; Piji Li; Wei Bi; Xiaojiang Liu; Wai Lam (AAAI, 2020)

AMR Parsing via Graph-Sequence Iterative Inference. - Deng Cai 002; Wai Lam (ACL, 2020)

Review-based Question Generation with Adaptive Instance Transfer and Augmentation. - Qian Yu; Lidong Bing; Qiong Zhang; Wai Lam; Luo Si (ACL, 2020)

Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce. - Yang Deng 002; Wenxuan Zhang 001; Wai Lam (CIKM, 2020)

Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection. - Yang Deng 002; Wenxuan Zhang 001; Wai Lam (COLING, 2020)

Dynamic Topic Tracker for KB-to-Text Generation. - Zihao Fu; Lidong Bing; Wai Lam; Shoaib Jameel (COLING, 2020)

Domain-Aware Recurrent Neural Network for Cross-Domain Sentiment Classification. - Kwun Ping Lai; Wai Lam; Jackie C. S. Ho (DSIT, 2020)

Multi-hop Inference for Question-driven Summarization. - Yang Deng 002; Wenxuan Zhang 001; Wai Lam (EMNLP (1), 2020)

Partially-Aligned Data-to-Text Generation with Distant Supervision. - Zihao Fu; Bei Shi; Wai Lam; Lidong Bing; Zhiyuan Liu 001 (EMNLP (1), 2020)

AnswerFact: Fact Checking in Product Question Answering. - Wenxuan Zhang 001; Yang Deng 002; Jing Ma 004; Wai Lam (EMNLP (1), 2020)

Cross-Domain Sentiment Classification Using Topic Attention and Dual-Task Adversarial Training. - Kwun Ping Lai; Jackie Chun-Sing Ho; Wai Lam (ICANN (2), 2020)

Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning. - Zihao Fu; Bei Shi; Lidong Bing; Wai Lam (AACL/IJCNLP, 2020)

Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation. - Yifei Yuan 002; Jingbo Zhou; Wai Lam (AACL/IJCNLP, 2020)

Answering Product-related Questions with Heterogeneous Information. - Wenxuan Zhang 001; Qian Yu; Wai Lam (AACL/IJCNLP, 2020)

Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization. - Yang Deng 002; Wenxuan Zhang 001; Yaliang Li; Min Yang 007; Wai Lam; Ying Shen 001 (SIGIR, 2020)

Soft Kernel-based Ranking on a Statistical Manifold. - Xinshi Lin; Wai Lam (SIGIR, 2020)

Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling. - Wenxuan Zhang 001; Yang Deng 002; Wai Lam (SIGIR, 2020)

Ensemble Model for Multi-Source Cross-Domain Sentiment Classification with Little Labeled Data. - Kwun Ping Lai; Jackie Chun-Sing Ho; Wai Lam (WI/IAT, 2020)

Review-guided Helpful Answer Identification in E-commerce. - Wenxuan Zhang 001; Wai Lam; Yang Deng 002; Jing Ma 004 (WWW, 2020)

Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization. - Piji Li; Lidong Bing; Zhongyu Wei; Wai Lam (CoRR, 2020)

Contextualized Code Representation Learning for Commit Message Generation. - Lun Yiu Nie; Cuiyun Gao 001; Zhicong Zhong; Wai Lam; Yang Liu 003; Zenglin Xu (CoRR, 2020)

Enhancing Dialogue Generation via Multi-Level Contrastive Learning. - Xin Li 056; Piji Li; Yan Wang 060; Xiaojiang Liu; Wai Lam (CoRR, 2020)

Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond. - Xin Li 056; Lidong Bing; Wenxuan Zhang 001; Zheng Li 018; Wai Lam (CoRR, 2020)

Narrative Incoherence Detection. - Deng Cai 002; Yizhe Zhang 002; Yichen Huang; Wai Lam; Bill Dolan (CoRR, 2020)

A Theoretical Analysis of the Repetition Problem in Text Generation. - Zihao Fu; Wai Lam; Anthony Man-Cho So; Bei Shi (AAAI, 2021)

Neural Machine Translation with Monolingual Translation Memory. - Deng Cai 002; Yan Wang 060; Huayang Li; Wai Lam; Lemao Liu (ACL/IJCNLP (1), 2021)

Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering. - Weiwen Xu; Huihui Zhang; Deng Cai 002; Wai Lam (ACL/IJCNLP (Findings), 2021)

Towards Generative Aspect-Based Sentiment Analysis. - Wenxuan Zhang 001; Xin Li 056; Yang Deng 002; Lidong Bing; Wai Lam (ACL/IJCNLP (2), 2021)

Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation. - Yang Deng 002; Wenxuan Zhang 001; Wai Lam (W-NUT, 2021)

A Two-Stage Training Framework with Feature-Label Matching Mechanism for Learning from Label Proportions. - Haoran Yang; Wanjing Zhang; Wai Lam (ACML, 2021)

Multilingual AMR Parsing with Noisy Knowledge Distillation. - Deng Cai 002; Xin Li 056; Jackie Chun-Sing Ho; Lidong Bing; Wai Lam (EMNLP (Findings), 2021)

Exploiting Reasoning Chains for Multi-hop Science Question Answering. - Weiwen Xu; Yang Deng 002; Huihui Zhang; Deng Cai 002; Wai Lam (EMNLP (Findings), 2021)

Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation. - Haoran Yang; Wai Lam; Piji Li (EMNLP (Findings), 2021)

Aspect Sentiment Quad Prediction as Paraphrase Generation. - Wenxuan Zhang 001; Yang Deng 002; Xin Li 056; Yifei Yuan 002; Lidong Bing; Wai Lam (EMNLP (1), 2021)

Aspect-based Sentiment Analysis in Question Answering Forums. - Wenxuan Zhang 001; Yang Deng 002; Xin Li 056; Lidong Bing; Wai Lam (EMNLP (Findings), 2021)

Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching. - Wenxuan Zhang 001; Ruidan He; Haiyun Peng; Lidong Bing; Wai Lam (EMNLP (1), 2021)

Towards Domain-Generalizable Paraphrase Identification by Avoiding the Shortcut Learning. - Xin Shen 003; Wai Lam (RANLP, 2021)

Sentence Structure and Word Relationship Modeling for Emphasis Selection. - Haoran Yang; Wai Lam (RANLP, 2021)

Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning. - Yang Deng 002; Yaliang Li; Fei Sun 001; Bolin Ding; Wai Lam (SIGIR, 2021)

Conversational Fashion Image Retrieval via Multiturn Natural Language Feedback. - Yifei Yuan 002; Wai Lam (SIGIR, 2021)

Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation. - Mudit Chaudhary; Borislav Dzodzo; Sida Huang; Chun Hei Lo; Mingzhi Lyu; Lun Yiu Nie; Jinbo Xing; Tianhua Zhang; Xiaoying Zhang; Jingyan Zhou; Hong Cheng 001; Wai Lam; et al. (CoRR, 2021)

Partner Personas Generation for Diverse Dialogue Generation. - Hongyuan Lu; Wai Lam; Hong Cheng 001; Helen M. Meng (CoRR, 2021)

Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling. - Yang Deng 002; Yaliang Li; Wenxuan Zhang 001; Bolin Ding; Wai Lam (CoRR, 2021)

Using Latent Fine-Grained Sentiment for Cross-Domain Sentiment Analysis. - Kwun Ping Lai; Jackie Chun-Sing Ho; Wai Lam (Int. J. Knowl. Based Organ., 2021)

CoreGen: Contextualized Code Representation Learning for Commit Message Generation. - Lun Yiu Nie; Cuiyun Gao 001; Zhicong Zhong; Wai Lam; Yang Liu 003; Zenglin Xu (Neurocomputing, 2021)

UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue. - Chang Gao; Wenxuan Zhang 001; Wai Lam (ACL (2), 2022)

Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning Representations. - Chun Hei Lo; Wai Lam; Hong Cheng 001 (ACL (1), 2022)

On Controlling Fallback Responses for Grounded Dialogue Generation. - Hongyuan Lu; Wai Lam; Hong Cheng 001; Helen Meng (ACL (Findings), 2022)

Search Clarification Selection via Query-Intent-Clarification Graph Attention. - Chang Gao; Wai Lam (ECIR (1), 2022)

Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. - Deng Cai 002; Xin Li 056; Jackie Chun-Sing Ho; Lidong Bing; Wai Lam (EMNLP, 2022)

PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. - Yang Deng 002; Wenqiang Lei; Wenxuan Zhang 001; Wai Lam; Tat-Seng Chua (EMNLP, 2022)

Towards Generalizable and Robust Text-to-SQL Parsing. - Chang Gao; Bowen Li 002; Wenxuan Zhang 001; Wai Lam; Binhua Li; Fei Huang 002; Luo Si; Yongbin Li (EMNLP (Findings), 2022)

ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. - Weiwen Xu; Yang Deng 002; Wenqiang Lei; Wenlong Zhao 012; Tat-Seng Chua; Wai Lam (EMNLP, 2022)

McQueen: a Benchmark for Multimodal Conversational Query Rewrite. - Yifei Yuan 002; Chen Shi; Runze Wang; Liyi Chen 003; Feijun Jiang; Yuan You; Wai Lam (EMNLP, 2022)

Partner Personas Generation for Dialogue Response Generation. - Hongyuan Lu; Wai Lam; Hong Cheng 001; Helen Meng (NAACL-HLT, 2022)

Sentiment Analysis of Fashion Related Posts in Social Media. - Yifei Yuan 002; Wai Lam (WSDM, 2022)

User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems. - Yang Deng 002; Wenxuan Zhang 001; Wai Lam; Hong Cheng 001; Helen Meng (WWW, 2022)

Improving Lexical Embeddings for Robust Question Answering. - Weiwen Xu; Bowei Zou; Wai Lam; Ai Ti Aw (CoRR, 2022)

Parameter-Efficient Tuning by Manipulating Hidden States of Pretrained Language Models For Classification Tasks. - Haoran Yang; Piji Li; Wai Lam (CoRR, 2022)

Informative Text Generation from Knowledge Triples. - Zihao Fu; Yijiang River Dong; Lidong Bing; Wai Lam (CoRR, 2022)

Towards Multilingual Transitivity and Bidirectional Multilingual Agreement for Multilingual Document-level Machine Translation. - Hongyuan Lu; Haoyang Huang; Shuming Ma; Dongdong Zhang 001; Furu Wei; Wai Lam (CoRR, 2022)

From Clozing to Comprehending: Retrofitting Pre-trained Language Model to Pre-trained Machine Reader. - Weiwen Xu; Xin Li 056; Wenxuan Zhang 001; Meng Zhou; Lidong Bing; Wai Lam; Luo Si (CoRR, 2022)

TRIP: Triangular Document-level Pre-training for Multilingual Language Models. - Hongyuan Lu; Haoyang Huang; Shuming Ma; Dongdong Zhang 001; Wai Lam; Furu Wei (CoRR, 2022)

Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling. - Yang Deng 002; Yaliang Li; Wenxuan Zhang 001; Bolin Ding; Wai Lam (ACM Trans. Inf. Syst., 2022)

Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge. - Yang Deng 002; Yuexiang Xie; Yaliang Li; Min Yang 007; Wai Lam; Ying Shen 001 (ACM Trans. Inf. Syst., 2022)

On the Effectiveness of Parameter-Efficient Fine-Tuning. - Zihao Fu; Haoran Yang; Anthony Man-Cho So; Wai Lam; Lidong Bing; Nigel Collier (AAAI, 2023)

Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations. - Yang Deng 002; Wenxuan Zhang 001; Yifei Yuan 002; Wai Lam (ACL (1), 2023)

Product Question Answering in E-Commerce: A Survey. - Yang Deng 002; Wenxuan Zhang 001; Qian Yu; Wai Lam (ACL (1), 2023)

Enhancing Grammatical Error Correction Systems with Explanations. - Yuejiao Fei; Leyang Cui; Sen Yang 005; Wai Lam; Zhenzhong Lan; Shuming Shi 001 (ACL (1), 2023)

Easy-to-Hard Learning for Information Extraction. - Chang Gao; Wenxuan Zhang 001; Wai Lam; Lidong Bing (ACL (Findings), 2023)

Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences. - Chaojun Wang; Yang Liu 124; Wai Lam (ACL (Findings), 2023)

PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. - Weiwen Xu; Xin Li 056; Yang Deng 002; Wai Lam; Lidong Bing (ACL (1), 2023)

mPMR: A Multilingual Pre-trained Machine Reader at Scale. - Weiwen Xu; Xin Li 056; Wai Lam; Lidong Bing (ACL (2), 2023)

PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation. - Hongyuan Lu; Wai Lam (EACL, 2023)

Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation. - Haoran Yang; Yan Wang 060; Piji Li; Wei Bi; Wai Lam; Chen Xu (EACL (Findings), 2023)

DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. - Shuaiyi Li; Yang Deng 002; Wai Lam (EMNLP (Findings), 2023)

TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets. - Hongyuan Lu; Haoyang Huang; Shuming Ma; Dongdong Zhang 001; Wai Lam; Zhaochuan Gao; Anthony Aue; Arul Menezes; Furu Wei (EMNLP (Findings), 2023)

Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning. - Sen Yang 005; Xin Li 056; Lidong Bing; Wai Lam (EMNLP, 2023)

A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. - Yang Deng 002; Wenqiang Lei; Wai Lam; Tat-Seng Chua (IJCAI, 2023)

From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader. - Weiwen Xu; Xin Li 056; Wenxuan Zhang 001; Meng Zhou; Wai Lam; Luo Si; Lidong Bing (NeurIPS, 2023)

Multimodal Fashion Knowledge Extraction as Captioning. - Yifei Yuan 002; Wenxuan Zhang 001; Yang Deng 002; Wai Lam (SIGIR-AP, 2023)

Learning to Ask Clarification Questions with Spatial Reasoning. - Yang Deng 002; Shuaiyi Li; Wai Lam (SIGIR, 2023)

Functional Distributional Semantics at Scale. - Chun Hei Lo; Hong Cheng 001; Wai Lam; Guy Emerson (*SEM@ACL, 2023)

Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder. - Zihao Fu; Wai Lam; Qian Yu; Anthony Man-Cho So; Shengding Hu; Zhiyuan Liu 001; Nigel Collier (CoRR, 2023)

Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. - Hongyuan Lu; Haoyang Huang; Dongdong Zhang 001; Haoran Yang; Wai Lam; Furu Wei (CoRR, 2023)

Chain-of-Symbol Prompting Elicits Planning in Large Langauge Models. - Hanxu Hu; Hongyuan Lu; Huajian Zhang; Wai Lam; Yue Zhang (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)

EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets. - Hongyuan Lu; Wai Lam (CoRR, 2023)

Social Media Fashion Knowledge Extraction as Captioning. - Yifei Yuan 002; Wenxuan Zhang 001; Yang Deng 002; Wai Lam (CoRR, 2023)

A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. - Yang Deng 002; Wenxuan Zhang 001; Weiwen Xu; Wenqiang Lei; Tat-Seng Chua; Wai Lam (ACM Trans. Inf. Syst., 2023)

Leveraging Long Short-Term User Preference in Conversational Recommendation via Multi-agent Reinforcement Learning. - Yang Deng 002; Yaliang Li; Bolin Ding; Wai Lam (IEEE Trans. Knowl. Data Eng., 2023)

A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges. - Wenxuan Zhang 001; Xin Li 056; Yang Deng 002; Lidong Bing; Wai Lam (IEEE Trans. Knowl. Data Eng., 2023)

Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics. - Chun Hei Lo; Wai Lam; Hong Cheng 001; Guy Emerson (ACL (1), 2024)

CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion. - Qibing Ren; Chang Gao; Jing Shao; Junchi Yan; Xin Tan 002; Wai Lam; Lizhuang Ma (ACL (Findings), 2024)

Reasons to Reject? Aligning Language Models with Judgments. - Weiwen Xu; Deng Cai 002; Zhisong Zhang; Wai Lam; Shuming Shi 001 (ACL (Findings), 2024)

CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite. - Yifei Yuan 002; Chen Shi; Runze Wang; Liyi Chen 003; Renjun Hu; Zengming Zhang; Feijun Jiang; Wai Lam (LREC/COLING, 2024)

A Frustratingly Simple Decoding Method for Neural Text Generation. - Haoran Yang; Deng Cai 002; Huayang Li; Wei Bi; Wai Lam; Shuming Shi 001 (LREC/COLING, 2024)

Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation. - Hongyuan Lu; Haoyang Huang; Dongdong Zhang 001; Furu Wei; Wai Lam (EACL (Findings), 2024)

Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning. - Sen Yang 005; Leyang Cui; Deng Cai 002; Xinting Huang; Shuming Shi 001; Wai Lam (EMNLP (Findings), 2024)

Consecutive Batch Model Editing with HooK Layers. - Shuaiyi Li; Yang Deng 002; Deng Cai 002; Hongyuan Lu; Liang Chen 001; Wai Lam (EMNLP, 2024)

Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. - Hongyuan Lu; Haoran Yang; Haoyang Huang; Dongdong Zhang; Wai Lam; Furu Wei (EMNLP, 2024)

A Thorough Examination of Decoding Methods in the Era of LLMs. - Chufan Shi; Haoran Yang; Deng Cai 002; Zhisong Zhang; Yifan Wang; Yujiu Yang 001; Wai Lam (EMNLP, 2024)

Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. - Yang Deng 002; Wenxuan Zhang 001; Wai Lam; See-Kiong Ng; Tat-Seng Chua (ICLR, 2024)

Rephrasing Invokes Better Generations for Large Language Models. - Haoran Yang; Hongyuan Lu; Wai Lam (NAACL (Student Research Workshop), 2024)

Exploring Compositional Generalization of Large Language Models. - Haoran Yang; Hongyuan Lu; Wai Lam; Deng Cai 002 (NAACL (Student Research Workshop), 2024)

Unveiling the Generalization Power of Fine-Tuned Large Language Models. - Haoran Yang; Yumeng Zhang; Jiaqi Xu; Hongyuan Lu; Pheng-Ann Heng; Wai Lam (NAACL-HLT, 2024)

On the Worst Prompt Performance of Large Language Models. - Bowen Cao; Deng Cai 002; Zhisong Zhang; Yuexian Zou; Wai Lam (NeurIPS, 2024)

StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving. - Chang Gao; Haiyun Jiang; Deng Cai 002; Shuming Shi 001; Wai Lam (NeurIPS, 2024)

Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search. - Yifei Yuan 002; Clemencia Siro; Mohammad Aliannejadi; Maarten de Rijke; Wai Lam (WWW, 2024)

Consecutive Model Editing with Batch alongside HooK Layers. - Shuaiyi Li; Yang Deng 002; Deng Cai 002; Hongyuan Lu; Liang Chen 001; Wai Lam (CoRR, 2024)

Exploring Safety Generalization Challenges of Large Language Models via Code. - Qibing Ren; Chang Gao; Jing Shao; Junchi Yan; Xin Tan 002; Yu Qiao 001; Wai Lam; Lizhuang Ma (CoRR, 2024)

VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding? - Junpeng Liu 001; Yifan Song 002; Bill Yuchen Lin; Wai Lam; Graham Neubig; Yuanzhi Li; Xiang Yue (CoRR, 2024)

Toxic Subword Pruning for Dialogue Response Generation on Large Language Models. - Hongyuan Lu; Wai Lam (CoRR, 2024)

Clean Evaluations on Contaminated Visual Language Models. - Hongyuan Lu; Shujie Miao; Wai Lam (CoRR, 2024)

Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models. - Hongyuan Lu; Zixuan Li; Wai Lam (CoRR, 2024)

Large Language Models Can Self-Improve in Long-context Reasoning. - Siheng Li; Cheng Yang 002; Zesen Cheng; Lemao Liu; Mo Yu; Yujiu Yang 001; Wai Lam (CoRR, 2024)

LLM2: Let Large Language Models Harness System 2 Reasoning. - Cheng Yang 002; Chufan Shi; Siheng Li; Bo Shui; Yujiu Yang 001; Wai Lam (CoRR, 2024)

Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport. - Xin Shen 003; Wai Lam; Shumin Ma; Huadong Wang (Nat. Lang. Eng., 2024)

Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference. - Yang Deng 002; Wenxuan Zhang 001; Weiwen Xu; Ying Shen 001; Wai Lam (IEEE Trans. Neural Networks Learn. 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)

InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation. - Bowen Cao; Deng Cai 002; Wai Lam (ACL (Findings), 2025)

JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning. - Chang Gao; Wenxuan Zhang 001; Guizhen Chen; Wai Lam (ACL (Findings), 2025)

SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution. - Chengxing Xie; Bowen Li 002; Chang Gao; He Du; Wai Lam; Difan Zou; Kai Chen 026 (ACL (Findings), 2025)

SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation. - Ting Xu; Zhichao Huang; Jiankai Sun; Shanbo Cheng; Wai Lam (ACL (Findings), 2025)

The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters. - Chulun Zhou; Qiujing Wang; Mo Yu; Xiaoqian Yue; Rui Lu; Jiangnan Li; Yifan Zhou; Shunchi Zhang; Jie Zhou 016; Wai Lam (ACL (1), 2025)

Harnessing Webpage UIs for Text-Rich Visual Understanding. - Junpeng Liu 001; Tianyue Ou; Yifan Song 002; Yuxiao Qu; Wai Lam; Chenyan Xiong; Wenhu Chen; Graham Neubig; Xiang Yue (ICLR, 2025)

Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs. - Sen Yang 005; Xin Li 056; Leyang Cui; Lidong Bing; Wai Lam (NAACL (Findings), 2025)

Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations. - Hao Yang; Hongyuan Lu; Xinhua Zeng; Yang Liu 246; Xiang Zhang; Haoran Yang; Yumeng Zhang; Shan Huang; Yiran Wei; Wai Lam (NAACL (Findings), 2025)

LLM2: Let Large Language Models Harness System 2 Reasoning. - Cheng Yang 007; Chufan Shi; Siheng Li; Bo Shui; Yujiu Yang 001; Wai Lam (NAACL (Short Papers), 2025)

Unveiling Knowledge Boundary of Large Language Models for Trustworthy Information Access. - Yang Deng 002; Moxin Li; Liang Pang 001; Wenxuan Zhang 001; Wai Lam (SIGIR, 2025)

A Survey on the Honesty of Large Language Models. - Siheng Li; Cheng Yang 002; Taiqiang Wu; Chufan Shi; Yuji Zhang 002; Xinyu Zhu; Zesen Cheng; Deng Cai 002; Mo Yu; Lemao Liu; Jie Zhou 016; Yujiu Yang 001; et al. (Trans. Mach. Learn. Res., 2025)

Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. - Haoran Li; Qingxiu Dong; Zhengyang Tang; Chaojun Wang; Xingxing Zhang 002; Haoyang Huang; Shaohan Huang; Xiaolong Huang; Zeqiang Huang; Dongdong Zhang 001; Yuxian Gu; Xin Cheng 002; et al. (Trans. Mach. Learn. Res., 2025)

Multi-LLM Collaborative Search for Complex Problem Solving. - Sen Yang 005; Yafu Li; Wai Lam; Yu Cheng 001 (CoRR, 2025)

InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing. - Shuaiyi Li; Zhisong Zhang; Yang Deng 002; Chenlong Deng; Tianqing Fang; Hongming Zhang 009; Haitao Mi; Dong Yu 001; Wai Lam (CoRR, 2025)

Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities. - Yang Deng 002; Lizi Liao; Wenqiang Lei; Grace Hui Yang; Wai Lam; Tat-Seng Chua (ACM Trans. Inf. Syst., 2025)

RePO: Replay-Enhanced Policy Optimization. - Siheng Li; Zhanhui Zhou; Wai Lam; Chao Yang; Chaochao Lu (CoRR, 2025)

SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models. - Hongyuan Lu; Zixuan Li; Zefan Zhang; Wai Lam (CoRR, 2025)

LNE-Blocking: An Efficient Framework for Contamination Mitigation Evaluation on Large Language Models. - Ruijie Hou; Jiao Yueyang; Hanxu Hu; Yingming Li; Wai Lam; Huajian Zhang; Hongyuan Lu (CoRR, 2025)

Reinforcement Learning on Pre-Training Data. - Siheng Li; Kejiao Li; Zenan Xu; Guanhua Huang; Evander Yang; Kun Li; Haoyuan Wu; Jiajia Wu; Zihao Zheng; Chenchen Zhang; Kun Shi; Kyrierl Deng; et al. (CoRR, 2025)