Chin-Yew Lin

Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel ACL 2025 SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents ICLR 2025 Desigen: A Pipeline for Controllable Design Template Generation CVPR 2024 LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression ACL 2024 LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024 MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention NeurIPS 2024 Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator AAAI 2024 CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition ACL 2023 Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers ACL 2023 Layout Generation as Intermediate Action Sequence Prediction AAAI 2023 Learn and Sample Together: Collaborative Generation for Graphic Design Layout IJCAI 2023 LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models EMNLP 2023 Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text ACL 2023 Relation-enhanced DETR for Component Detection in Graphic Design Reverse Engineering IJCAI 2023 Decomposed Meta-Learning for Few-Shot Named Entity Recognition ACL 2022 On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning NAACL 2022 TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base EMNLP 2022 ChartOCR: Data Extraction From Charts Images via a Deep Hybrid Framework WACV 2021 Issues with Entailment-based Zero-shot Text Classification ACL 2021 ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering ACL 2021 Towards Topic-Aware Slide Generation For Academic Papers With Unsupervised Mutual Learning AAAI 2021 Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources AAAI 2020 Improving Entity Linking by Modeling Latent Entity Type Information AAAI 2020 Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global Alignments COLING 2020 A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ACL 2019 Enhancing Neural Data-To-Text Generation Models with External Background Knowledge EMNLP 2019 Towards Improving Neural Named Entity Recognition with Gazetteers ACL 2019 Aggregated Semantic Matching for Short Text Entity Linking CoNLL 2018 Data2Text Studio: Automated Text Generation from Structured Data EMNLP 2018 Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data EMNLP 2018 Neural Math Word Problem Solver with Reinforcement Learning COLING 2018 Operation-guided Neural Networks for High Fidelity Data-To-Text Generation EMNLP 2018 Using Intermediate Representations to Solve Math Word Problems ACL 2018 A Statistical Framework for Product Description Generation IJCNLP 2017 Learning Fine-Grained Expressions to Solve Math Word Problems EMNLP 2017 List-only Entity Linking ACL 2017 Trust, but Verify! Better Entity Linking through Automatic Verification EACL 2017 How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation ACL 2016 Knowledge Base Completion via Coupled Path Ranking ACL 2016 News Citation Recommendation with Implicit and Explicit Semantics ACL 2016 RBPB: Regularization-Based Pattern Balancing Method for Event Extraction ACL 2016 Automatically Solving Number Word Problems by Semantic Parsing and Reasoning EMNLP 2015 Context-aware Entity Morph Decoding ACL 2015 Cross-Domain Collaborative Filtering with Review Text IJCAI 2015 Joint Entity Recognition and Disambiguation EMNLP 2015 LDTM: A Latent Document Type Model for Cumulative Citation Recommendation EMNLP 2015 Proceedings of the ACL-IJCNLP 2015 Student Research Workshop ACL 2015 Re-Ranking Voting-Based Answers by Discarding User Behavior Biases IJCAI 2015 Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction NAACL 2015 Collective Tweet Wikification based on Semi-supervised Graph Regularization ACL 2014 Self-disclosure topic model for classifying and analyzing Twitter conversations EMNLP 2014 Unsupervised Template Mining for Semantic Category Understanding EMNLP 2014 A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers EMNLP 2013 Learning a Replacement Model for Query Segmentation with Consistency in Search Logs IJCNLP 2013 Question Difficulty Estimation in Community Question Answering Services EMNLP 2013 A Lazy Learning Model for Entity Linking using Query-Specific Information COLING 2012 Ensemble Semantics for Large-scale Unsupervised Relation Extraction EMNLP 2012 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ACL 2012 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) ACL 2012 Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining ACL 2011 Comparable Entity Mining from Comparative Questions ACL 2010 A Structural Support Vector Method for Extracting Contexts and Answers of Questions from Online Forums EMNLP 2009 Efficient Inference of CRFs for Large-Scale Natural Language Data ACL 2009 Semi-supervised Speech Act Recognition in Emails and Forums EMNLP 2009 Better Binarization for the CKY Parsing EMNLP 2008 Searching Questions by Identifying Question Topic and Question Focus ACL 2008 Understanding and Summarizing Answers in Community-Based Question Answering Services COLING 2008 Using Conditional Random Fields to Extract Contexts and Answers of Questions from Online Forums ACL 2008 Detecting Erroneous Sentences using Automatically Mined Sequential Patterns ACL 2007 Low-Quality Product Review Detection in Opinion Summarization EMNLP 2007 Topic Analysis for Psychiatric Document Retrieval ACL 2007 An Information-Theoretic Approach to Automatic Evaluation of Summaries NAACL 2006 ParaEval: Using Paraphrases to Evaluate Summaries Automatically NAACL 2006 Re-evaluating Machine Translation Results with Paraphrase Support EMNLP 2006 Automated Text Summarization IJCNLP 2005 Classummary: Introducing Discussion Summarization to Online Classrooms EMNLP 2005 Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram Statistics ACL 2004 ORANGE: a Method for Evaluating Automatic Evaluation Metrics for Machine Translation COLING 2004 Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics NAACL 2003 iNeATS: Interactive Multi-Document Summarization ACL 2003 From Single to Multi-document Summarization ACL 2002 The Effectiveness of Dictionary and Web-Based Answer Reranking COLING 2002 Using Knowledge to Facilitate Factoid Answer Pinpointing COLING 2002 The Automated Acquisition of Topic Signatures for Text Summarization COLING 2000