| 2025 | ACL | Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel. | Yijiong Yu, Huiqiang Jiang, Xufang Luo, Qianhui Wu, Chin-Yew Lin, Dongsheng Li, Yuqing Yang, Yongfeng Huang, Lili Qiu |
| 2025 | ICLR | SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents. | Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Xufang Luo, Hao Cheng, Dongsheng Li, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Jianfeng Gao |
| 2024 | AAAI | Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator. | Jieru Lin, Danqing Huang, Tiejun Zhao, Dechen Zhan, Chin-Yew Lin |
| 2024 | ACL | LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression. | Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu |
| 2024 | ACL | LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression. | Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rhle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang |
| 2024 | CVPR | Desigen: A Pipeline for Controllable Design Template Generation. | Haohan Weng, Danqing Huang, Yu Qiao, Zheng Hu, Chin-Yew Lin, Tong Zhang, C. L. Philip Chen |
| 2023 | AAAI | Layout Generation as Intermediate Action Sequence Prediction. | Huiting Yang, Danqing Huang, Chin-Yew Lin, Shengfeng He |
| 2023 | ACL | CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition. | Tingting Ma, Qianhui Wu, Huiqiang Jiang, Brje Karlsson, Tiejun Zhao, Chin-Yew Lin |
| 2023 | ACL | Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text. | Qianhui Wu, Huiqiang Jiang, Haonan Yin, Brje Karlsson, Chin-Yew Lin |
| 2023 | ACL | Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers. | Wanjun Zhong, Tingting Ma, Jiahai Wang, Jian Yin, Tiejun Zhao, Chin-Yew Lin, Nan Duan |
| 2023 | EMNLP | LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models. | Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang, Lili Qiu |
| 2023 | IJCAI | Relation-enhanced DETR for Component Detection in Graphic Design Reverse Engineering. | Xixuan Hao, Danqing Huang, Jieru Lin, Chin-Yew Lin |
| 2023 | IJCAI | Learn and Sample Together: Collaborative Generation for Graphic Design Layout. | Haohan Weng, Danqing Huang, Tong Zhang, Chin-Yew Lin |
| 2022 | ACL | Decomposed Meta-Learning for Few-Shot Named Entity Recognition. | Tingting Ma, Huiqiang Jiang, Qianhui Wu, Tiejun Zhao, Chin-Yew Lin |
| 2022 | EMNLP | TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base. | Yiheng Shu, Zhiwei Yu, Yuhan Li, Brje F. Karlsson, Tingting Ma, Yuzhong Qu, Chin-Yew Lin |
| 2022 | ICTAI | Exploring Heterogeneous Feature Representation for Document Layout Understanding. | Guosheng Feng, Danqing Huang, Chin-Yew Lin, Damjan Dakic, Milos Milunovic, Tamara Stankovic, Igor Ilic |
| 2022 | NAACL | On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning. | Tingting Ma, Qianhui Wu, Zhiwei Yu, Tiejun Zhao, Chin-Yew Lin |
| 2022 | WWW | Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model. | Carina Negreanu, Alperen Karaoglu, Jack Williams, Shuang Chen, Daniel Fabian, Andrew D. Gordon, Chin-Yew Lin |
| 2021 | AAAI | Towards Topic-Aware Slide Generation For Academic Papers With Unsupervised Mutual Learning. | Da-Wei Li, Danqing Huang, Tingting Ma, Chin-Yew Lin |
| 2021 | ACL | ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering. | Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang |
| 2021 | ACL | Issues with Entailment-based Zero-shot Text Classification. | Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao |
| 2021 | WACV | ChartOCR: Data Extraction from Charts Images via a Deep Hybrid Framework. | Junyu Luo, Zekun Li, Jinpeng Wang, Chin-Yew Lin |
| 2020 | AAAI | Improving Entity Linking by Modeling Latent Entity Type Information. | Shuang Chen, Jinpeng Wang, Feng Jiang, Chin-Yew Lin |
| 2020 | AAAI | Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources. | Qianhui Wu, Zijia Lin, Guoxin Wang, Hui Chen, Brje F. Karlsson, Biqing Huang, Chin-Yew Lin |
| 2020 | COLING | Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global Alignments. | Feng Nie, Jinpeng Wang, Chin-Yew Lin |
| 2020 | ICPR | Visual Style Extraction from Chart Images for Chart Restyling. | Danqing Huang, Jinpeng Wang, Guoxin Wang, Chin-Yew Lin |
| 2020 | ICPR | Hybrid Cascade Point Search Network for High Precision Bar Chart Component Detection. | Junyu Luo, Jinpeng Wang, Chin-Yew Lin |
| 2019 | ACL | Towards Improving Neural Named Entity Recognition with Gazetteers. | Tianyu Liu, Jin-Ge Yao, Chin-Yew Lin |
| 2019 | ACL | A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation. | Feng Nie, Jin-Ge Yao, Jinpeng Wang, Rong Pan, Chin-Yew Lin |
| 2019 | EMNLP | Enhancing Neural Data-To-Text Generation Models with External Background Knowledge. | Shuang Chen, Jinpeng Wang, Xiaocheng Feng, Feng Jiang, Bing Qin, Chin-Yew Lin |
| 2019 | INLG | An Encoder with non-Sequential Dependency for Neural Data-to-Text Generation. | Feng Nie, Jinpeng Wang, Rong Pan, Chin-Yew Lin |
| 2018 | AAAI | Mention and Entity Description Co-Attention for Entity Disambiguation. | Feng Nie, Yunbo Cao, Jinpeng Wang, Chin-Yew Lin, Rong Pan |
| 2018 | ACL | Using Intermediate Representations to Solve Math Word Problems. | Danqing Huang, Jin-Ge Yao, Chin-Yew Lin, Qingyu Zhou, Jian Yin |
| 2018 | CIKM | Open-Schema Event Profiling for Massive News Corpora. | Quan Yuan, Xiang Ren, Wenqi He, Chao Zhang, Xinhe Geng, Lifu Huang, Heng Ji, Chin-Yew Lin, Jiawei Han |
| 2018 | COLING | Neural Math Word Problem Solver with Reinforcement Learning. | Danqing Huang, Jing Liu, Chin-Yew Lin, Jian Yin |
| 2018 | CoNLL | Aggregated Semantic Matching for Short Text Entity Linking. | Feng Nie, Shuyan Zhou, Jing Liu, Jinpeng Wang, Chin-Yew Lin, Rong Pan |
| 2018 | EMNLP | Data2Text Studio: Automated Text Generation from Structured Data. | Longxu Dou, Guanghui Qin, Jinpeng Wang, Jin-Ge Yao, Chin-Yew Lin |
| 2018 | EMNLP | Operation-guided Neural Networks for High Fidelity Data-To-Text Generation. | Feng Nie, Jinpeng Wang, Jin-Ge Yao, Rong Pan, Chin-Yew Lin |
| 2018 | EMNLP | Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data. | Guanghui Qin, Jin-Ge Yao, Xuening Wang, Jinpeng Wang, Chin-Yew Lin |
| 2018 | ISCAS | Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database. | Shih-Kai Lin, Isti Qomah, Yu-Shan Lin, Herming Chiueh, Chin-Yew Lin |
| 2018 | LREC | Revisiting Distant Supervision for Relation Extraction. | Tingsong Jiang, Jing Liu, Chin-Yew Lin, Zhifang Sui |
| 2017 | ACL | List-only Entity Linking. | Ying Lin, Chin-Yew Lin, Heng Ji |
| 2017 | EACL | Trust, but Verify! Better Entity Linking through Automatic Verification. | Benjamin Heinzerling, Michael Strube, Chin-Yew Lin |
| 2017 | EMNLP | Learning Fine-Grained Expressions to Solve Math Word Problems. | Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin |
| 2017 | IJCNLP | A Statistical Framework for Product Description Generation. | Jinpeng Wang, Yutai Hou, Jing Liu, Yunbo Cao, Chin-Yew Lin |
| 2016 | ACL | How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation. | Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin, Wei-Ying Ma |
| 2016 | ACL | News Citation Recommendation with Implicit and Explicit Semantics. | Hao Peng, Jing Liu, Chin-Yew Lin |
| 2016 | ACL | RBPB: Regularization-Based Pattern Balancing Method for Event Extraction. | Lei Sha, Jing Liu, Chin-Yew Lin, Sujian Li, Baobao Chang, Zhifang Sui |
| 2016 | ACL | Knowledge Base Completion via Coupled Path Ranking. | Quan Wang, Jing Liu, Yuanfei Luo, Bin Wang, Chin-Yew Lin |
| 2016 | ECIR | Cold Start Cumulative Citation Recommendation for Knowledge Base Acceleration. | Jingang Wang, Jingtian Jiang, Lejian Liao, Dandan Song, Zhiwei Zhang, Chin-Yew Lin |
| 2016 | ICDE | App relationship calculation: An iterative process. | Ming Liu, Chong Wu, Xiang-Nan Zhao, Chin-Yew Lin, Xiaolong Wang |
| 2016 | WSDM | Who Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions. | Nicholas Jing Yuan, Yuan Zhong, Fuzheng Zhang, Xing Xie, Chin-Yew Lin, Yong Rui |
| 2015 | ACL | Context-aware Entity Morph Decoding. | Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Blent Yener |
| 2015 | CIKM | Improving Ranking Consistency for Web Search by Leveraging a Knowledge Base and Search Logs. | Jyun-Yu Jiang, Jing Liu, Chin-Yew Lin, Pu-Jen Cheng |
| 2015 | EMNLP | Joint Entity Recognition and Disambiguation. | Gang Luo, Xiaojiang Huang, Chin-Yew Lin, Zaiqing Nie |
| 2015 | EMNLP | Automatically Solving Number Word Problems by Semantic Parsing and Reasoning. | Shuming Shi, Yuehui Wang, Chin-Yew Lin, Xiaojiang Liu, Yong Rui |
| 2015 | EMNLP | LDTM: A Latent Document Type Model for Cumulative Citation Recommendation. | Jingang Wang, Dandan Song, Zhiwei Zhang, Lejian Liao, Luo Si, Chin-Yew Lin |
| 2015 | IJCAI | Re-Ranking Voting-Based Answers by Discarding User Behavior Biases. | Xiaochi Wei, Heyan Huang, Chin-Yew Lin, Xin Xin, Xianling Mao, Shangguang Wang |
| 2015 | IJCAI | Cross-Domain Collaborative Filtering with Review Text. | Xin Xin, Zhirun Liu, Chin-Yew Lin, Heyan Huang, Xiaochi Wei, Ping Guo |
| 2015 | NAACL | Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction. | Dian Yu, Heng Ji, Sujian Li, Chin-Yew Lin |
| 2015 | WWW | Entity-driven Type Hierarchy Construction for Freebase. | Jyun-Yu Jiang, Pu-Jen Cheng, Chin-Yew Lin |
| 2015 | SIGIR | An Entity Class-Dependent Discriminative Mixture Model for Cumulative Citation Recommendation. | Jingang Wang, Dandan Song, Qifan Wang, Zhiwei Zhang, Luo Si, Lejian Liao, Chin-Yew Lin |
| 2014 | ACL | Collective Tweet Wikification based on Semi-supervised Graph Regularization. | Hongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji, Chin-Yew Lin |
| 2014 | EMNLP | Self-disclosure topic model for classifying and analyzing Twitter conversations. | JinYeong Bak, Chin-Yew Lin, Alice Oh |
| 2014 | EMNLP | Unsupervised Template Mining for Semantic Category Understanding. | Lei Shi, Shuming Shi, Chin-Yew Lin, Yi-Dong Shen, Yong Rui |
| 2014 | KDD | COM: a generative model for group recommendation. | Quan Yuan, Gao Cong, Chin-Yew Lin |
| 2013 | EMNLP | A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers. | Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, Michael R. Lyu |
| 2013 | EMNLP | Question Difficulty Estimation in Community Question Answering Services. | Jing Liu, Quan Wang, Chin-Yew Lin, Hsiao-Wuen Hon |
| 2013 | IJCNLP | Learning a Replacement Model for Query Segmentation with Consistency in Search Logs. | Wei Zhang, Yunbo Cao, Chin-Yew Lin, Jian Su, Chew Lim Tan |
| 2013 | WWW | An error driven approach to query segmentation. | Wei Zhang, Yunbo Cao, Chin-Yew Lin, Jian Su, Chew Lim Tan |
| 2013 | WSDM | What's in a name?: an unsupervised approach to link users across communities. | Jing Liu, Fan Zhang, Xinying Song, Young-In Song, Chin-Yew Lin, Hsiao-Wuen Hon |
| 2012 | CIKM | An unsupervised method for author extraction from web pages containing user-generated content. | Jing Liu, Xinying Song, Jingtian Jiang, Chin-Yew Lin |
| 2012 | COLING | A Lazy Learning Model for Entity Linking using Query-Specific Information. | Wei Zhang, Jian Su, Chew Lim Tan, Yunbo Cao, Chin-Yew Lin |
| 2012 | EMNLP | Ensemble Semantics for Large-scale Unsupervised Relation Extraction. | Bonan Min, Shuming Shi, Ralph Grishman, Chin-Yew Lin |
| 2012 | WWW | FoCUS: learning to crawl web forums. | Jingtian Jiang, Nenghai Yu, Chin-Yew Lin |
| 2012 | SIGIR | Category hierarchy maintenance: a data-driven approach. | Quan Yuan, Gao Cong, Aixin Sun, Chin-Yew Lin, Nadia Magnenat-Thalmann |
| 2011 | AAAI | Learning to Suggest Questions in Online Forums. | Tom Chao Zhou, Chin-Yew Lin, Irwin King, Michael R. Lyu, Young-In Song, Yunbo Cao |
| 2011 | ACL | Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining. | Fan Zhang, Shuming Shi, Jing Liu, Shuqi Sun, Chin-Yew Lin |
| 2011 | IJCAI | Leveraging Unlabeled Data to Scale Blocking for Record Linkage. | Yunbo Cao, Zhiyuan Chen, Jiamin Zhu, Pei Yue, Chin-Yew Lin, Yong Yu |
| 2011 | IJCAI | Unsupervised Modeling of Dialog Acts in Asynchronous Conversations. | Shafiq R. Joty, Giuseppe Carenini, Chin-Yew Lin |
| 2011 | ICWSM | Participation Maximization Based on Social Influence in Online Discussion Forums. | Tao Sun, Wei Chen, Zhenming Liu, Yajun Wang, Xiaorui Sun, Ming Zhang, Chin-Yew Lin |
| 2011 | SIGIR | Competition-based user expertise score estimation. | Jing Liu, Young-In Song, Chin-Yew Lin |
| 2011 | WSDM | Using graded-relevance metrics for evaluating community QA answer selection. | Tetsuya Sakai, Daisuke Ishikawa, Noriko Kando, Yohei Seki, Kazuko Kuriyama, Chin-Yew Lin |
| 2010 | ACL | Comparable Entity Mining from Comparative Questions. | Shasha Li, Chin-Yew Lin, Young-In Song, Zhoujun Li |
| 2010 | CIKM | Automatic extraction of web data records containing user-generated content. | Xinying Song, Jing Liu, Yunbo Cao, Chin-Yew Lin, Hsiao-Wuen Hon |
| 2009 | ACL | Efficient Inference of CRFs for Large-Scale Natural Language Data. | Minwoo Jeong, Chin-Yew Lin, Gary Geunbae Lee |
| 2009 | CIKM | Learning to recommend questions based on user ratings. | Ke Sun, Yunbo Cao, Xinying Song, Young-In Song, Xiaolong Wang, Chin-Yew Lin |
| 2009 | EMNLP | Semi-supervised Speech Act Recognition in Emails and Forums. | Minwoo Jeong, Chin-Yew Lin, Gary Geunbae Lee |
| 2009 | EMNLP | A Structural Support Vector Method for Extracting Contexts and Answers of Questions from Online Forums. | Wen-Yun Yang, Yunbo Cao, Chin-Yew Lin |
| 2008 | AAAI | Question Utility: A Novel Static Ranking of Question Search. | Young-In Song, Chin-Yew Lin, Yunbo Cao, Hae-Chang Rim |
| 2008 | ACL | Using Conditional Random Fields to Extract Contexts and Answers of Questions from Online Forums. | Shilin Ding, Gao Cong, Chin-Yew Lin, Xiaoyan Zhu |
| 2008 | ACL | Searching Questions by Identifying Question Topic and Question Focus. | Huizhong Duan, Yunbo Cao, Chin-Yew Lin, Yong Yu |
| 2008 | COLING | Understanding and Summarizing Answers in Community-Based Question Answering Services. | Yuanjie Liu, Shasha Li, Yunbo Cao, Chin-Yew Lin, Dingyi Han, Yong Yu |
| 2008 | EMNLP | Better Binarization for the CKY Parsing. | Xinying Song, Shilin Ding, Chin-Yew Lin |
| 2008 | WWW | Recommending questions using the mdl-based tree cut model. | Yunbo Cao, Huizhong Duan, Chin-Yew Lin, Yong Yu, Hsiao-Wuen Hon |
| 2008 | SIGIR | Finding question-answer pairs from online forums. | Gao Cong, Long Wang, Chin-Yew Lin, Young-In Song, Yueheng Sun |
| 2007 | AAAI | Mining Sequential Patterns and Tree Patterns to Detect Erroneous Sentences. | Guihua Sun, Gao Cong, Xiaohua Liu, Chin-Yew Lin, Ming Zhou |
| 2007 | ACL | Detecting Erroneous Sentences using Automatically Mined Sequential Patterns. | Guihua Sun, Xiaohua Liu, Gao Cong, Ming Zhou, Zhongyang Xiong, John Lee, Chin-Yew Lin |
| 2007 | ACL | Topic Analysis for Psychiatric Document Retrieval. | Liang-Chih Yu, Chung-Hsien Wu, Chin-Yew Lin, Eduard H. Hovy, Chia-Ling Lin |
| 2007 | EMNLP | Low-Quality Product Review Detection in Opinion Summarization. | Jingjing Liu, Yunbo Cao, Chin-Yew Lin, Yalou Huang, Ming Zhou |
| 2006 | EMNLP | Re-evaluating Machine Translation Results with Paraphrase Support. | Liang Zhou, Chin-Yew Lin, Eduard H. Hovy |
| 2006 | LREC | Automated Summarization Evaluation with Basic Elements. | Eduard H. Hovy, Chin-Yew Lin, Liang Zhou, Junichi Fukumoto |
| 2006 | LREC | Summarizing Answers for Complicated Questions. | Liang Zhou, Chin-Yew Lin, Eduard H. Hovy |
| 2006 | NAACL | An Information-Theoretic Approach to Automatic Evaluation of Summaries. | Chin-Yew Lin, Guihong Cao, Jianfeng Gao, Jian-Yun Nie |
| 2006 | NAACL | ParaEval: Using Paraphrases to Evaluate Summaries Automatically. | Liang Zhou, Chin-Yew Lin, Dragos Stefan Munteanu, Eduard H. Hovy |
| 2005 | IJCNLP | Automated Text Summarization. | Chin-Yew Lin |
| 2005 | NAACL | Classummary: Introducing Discussion Summarization to Online Classrooms. | Liang Zhou, Erin Shaw, Chin-Yew Lin, Eduard H. Hovy |
| 2004 | ACL | Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram Statistics. | Chin-Yew Lin, Franz Josef Och |
| 2004 | COLING | ORANGE: a Method for Evaluating Automatic Evaluation Metrics for Machine Translation. | Chin-Yew Lin, Franz Josef Och |
| 2003 | ACL | iNeATS: Interactive Multi-Document Summarization. | Anton Leuski, Chin-Yew Lin, Eduard H. Hovy |
| 2003 | NAACL | Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics. | Chin-Yew Lin, Eduard H. Hovy |
| 2002 | ACL | From Single to Multi-document Summarization. | Chin-Yew Lin, Eduard H. Hovy |
| 2002 | COLING | Using Knowledge to Facilitate Factoid Answer Pinpointing. | Eduard H. Hovy, Ulf Hermjakob, Chin-Yew Lin, Deepak Ravichandran |
| 2002 | COLING | The Effectiveness of Dictionary and Web-Based Answer Reranking. | Chin-Yew Lin |
| 2001 | NAACL | Toward Semantics-Based Answer Pinpointing. | Eduard H. Hovy, Laurie Gerber, Ulf Hermjakob, Chin-Yew Lin, Deepak Ravichandran |
| 2000 | COLING | The Automated Acquisition of Topic Signatures for Text Summarization. | Chin-Yew Lin, Eduard H. Hovy |
| 1999 | CIKM | Training a Selection Function for Extraction. | Chin-Yew Lin |
| 1999 | SIGIR | Information Access Across the Language Barrier: The MuST System (demonstration abstract). | Chin-Yew Lin |
| 1995 | ACL | Knowledge-Based Automatic Topic Identification. | Chin-Yew Lin |