Yunyao Li

ACL 2026 Industry Track: Overview ACL 2026 PAGER: Proactive Monitoring Agent for Enterprise AI Assistant AAAI 2026 ECLAIR: Enhanced Clarification for Interactive Responses AAAI 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 Evaluation and Incident Prevention in an Enterprise AI Assistant AAAI 2025 Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025 ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025 MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering COLING 2025 KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs COLING 2025 Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval AAAI 2025 ACL 2025 Industry Track: Overview ACL 2025 APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching NAACL 2024 Enhancing Machine Translation Experiences with Multilingual Knowledge Graphs AAAI 2024 Evaluation and Continual Improvement for an Enterprise AI Assistant NAACL 2024 Entity Disambiguation via Fusion Entity Decoding NAACL 2024 Time Sensitive Knowledge Editing through Efficient Finetuning ACL 2024 ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024 RETAIN: Interactive Tool for Regression Testing Guided LLM Migration EMNLP 2024 StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024 Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluation COLING 2024 Meaning Representations for Natural Languages: Design, Models and Applications COLING 2024 Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs EMNLP 2024 AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings EMNLP 2024 Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs EMNLP 2023 PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation EACL 2023 Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023 FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge EMNLP 2023 When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications ACL 2023 Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers EMNLP 2022 A Simulation-Based Evaluation Framework for Interactive AI Systems and Its Application AAAI 2022 Domain Representative Keywords Selection: A Probabilistic Approach ACL 2022 Meaning Representations for Natural Languages: Design, Models and Applications EMNLP 2022 Label Definitions Improve Semantic Role Labeling NAACL 2022 Stock Price Volatility Prediction: A Case Study with AutoML EMNLP 2022 InteractEva: A Simulation-Based Evaluation Framework for Interactive AI Systems AAAI 2022 Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022 KAAPA: Knowledge Aware Answers from PDF Analysis AAAI 2021 Domain-Aware Dependency Parsing for Questions ACL 2021 Leveraging Abstract Meaning Representation for Knowledge Base Question Answering ACL 2021 LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking ACL 2021 Development of an Enterprise-Grade Contract Understanding System NAACL 2021 Deep Learning on Graphs for Natural Language Processing NAACL 2021 Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting IJCNLP 2021 Domain-Aware Dependency Parsing for Questions IJCNLP 2021 Leveraging Abstract Meaning Representation for Knowledge Base Question Answering IJCNLP 2021 AutoText: An End-to-End AutoAI Framework for Text AAAI 2021 LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking IJCNLP 2021 Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting ACL 2021 CORD-19: The COVID-19 Open Research Dataset ACL 2020 Jennifer for COVID-19: An NLP-Powered Chatbot Built for the People and by the People to Combat Misinformation ACL 2020 Answering Complex Questions by Combining Information from Curated and Extracted Knowledge Bases ACL 2020 Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization COLING 2020 Small but Mighty: New Benchmarks for Split and Rephrase EMNLP 2020 Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification EMNLP 2020 Learning Structured Representations of Entity Names using Active Learning and Weak Supervision EMNLP 2020 A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels EMNLP 2020 CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling EMNLP 2020 SEBF: A Single-Chain based Extension Model of Blockchain for Fintech IJCAI 2020 Low-resource Deep Entity Resolution with Transfer and Active Learning ACL 2019 Towards Universal Semantic Representation ACL 2019 HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the-Loop ACL 2019 DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding CONLL 2018 Exploiting Structure in Representation of Named Entities using Active Learning COLING 2018 SystemT: Declarative Text Understanding for Enterprise NAACL 2018 Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 3 (Industry Papers) NAACL 2018 CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles EMNLP 2017 Active Learning for Black-Box Semantic Role Labeling with Neural Factors IJCAI 2017 Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages EMNLP 2016 K-SRL: Instance-based Learning for Semantic Role Labeling COLING 2016 Multilingual Information Extraction with PolyglotIE COLING 2016 POLYGLOT: Multilingual Semantic Role Labeling with Unified Labels ACL 2016 Multilingual Aliasing for Auto-Generating Proposition Banks COLING 2016 Transparent Machine Learning for Information Extraction: State-of-the-Art and the Future EMNLP 2015 Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling ACL 2015 An In-depth Analysis of the Effect of Text Normalization in Social Media NAACL 2015 Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling IJCNLP 2015 Automatic Term Ambiguity Detection ACL 2013 Rule-Based Information Extraction is Dead! Long Live Rule-Based Information Extraction Systems! EMNLP 2013 Adaptive Parser-Centric Text Normalization ACL 2013 WizIE: A Best Practices Guided Development Environment for Information Extraction ACL 2012 SystemT: A Declarative Information Extraction System ACL 2011 A Graph Approach to Spelling Correction in Domain-Centric Search ACL 2011 SystemT: An Algebraic Approach to Declarative Information Extraction ACL 2010 Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks EMNLP 2010 Regular Expression Learning for Information Extraction EMNLP 2008