Yunyao Li

84 papers · 2008–2026 · 9 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (97) 🌍 Conference Polyglot (9) 🏃 Academic Marathon (17) 🏠 Conference Loyalist (23) 🌟 Keyword Trendsetter Combo (3) 🤝 Dynamic Duo (17) 👥 Mega-Team (30) 🌱 Topic Pioneer 🏆 Keyword Champion (3) 📈 Trend Setter 💎 Century Club (83) ⚡ Prolific Year (10) 🗃️ Keyword Collector (273) 🔥 Unstoppable (11)

Conferences

ACL (23) EMNLP (23) AAAI (10) COLING (10) NAACL (9) IJCNLP (5) IJCAI (2) CONLL (1) EACL (1)

Top co-authors

Laura Chiticariu (17) Huaiyu Zhu (12) Kun Qian (10) Lucian Popa (10) Marina Danilevsky (9) Daniel Lee (9) Yannis Katsis (9) Alan Akbik (8) Ishan Jindal (7) Prithviraj Sen (7)

Research topics

Keywords

question answering (9) semantic role labeling (9) active learning (9) large language model (8) knowledge graph (8) natural language processing (6) retrieval-augmented generation (5) multilingual knowledge graph (4) semantic parsing (4) domain adaptation (4) transfer learning (4) entity linking (4) enterprise ai (4) text classification (4) retrieval augmented generation (3) knowledge base (3) evaluation framework (3) text representation (3) first-order logic (3) knowledge graph completion (3)

Papers

PAGER: Proactive Monitoring Agent for Enterprise AI Assistant AAAI 2026

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

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

Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025

ECLAIR: Enhanced Clarification for Interactive Responses AAAI 2025

ACL 2025 Industry Track: Overview ACL 2025

Evaluation and Incident Prevention in an Enterprise AI Assistant AAAI 2025

Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025

RETAIN: Interactive Tool for Regression Testing Guided LLM Migration EMNLP 2024

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024

APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching NAACL 2024

AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings EMNLP 2024

Enhancing Machine Translation Experiences with Multilingual Knowledge Graphs AAAI 2024

Evaluation and Continual Improvement for an Enterprise AI Assistant NAACL 2024

Time Sensitive Knowledge Editing through Efficient Finetuning ACL 2024

Entity Disambiguation via Fusion Entity Decoding NAACL 2024

Meaning Representations for Natural Languages: Design, Models and Applications COLING 2024

Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluation COLING 2024

Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs EMNLP 2024

StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024

Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs EMNLP 2023

When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications ACL 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

Label Definitions Improve Semantic Role Labeling NAACL 2022

Meaning Representations for Natural Languages: Design, Models and Applications EMNLP 2022

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022

Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers EMNLP 2022

InteractEva: A Simulation-Based Evaluation Framework for Interactive AI Systems AAAI 2022

Stock Price Volatility Prediction: A Case Study with AutoML 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

Development of an Enterprise-Grade Contract Understanding System NAACL 2021

LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking ACL 2021

Leveraging Abstract Meaning Representation for Knowledge Base Question Answering ACL 2021

Domain-Aware Dependency Parsing for Questions ACL 2021

Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting ACL 2021

KAAPA: Knowledge Aware Answers from PDF Analysis AAAI 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

Leveraging Abstract Meaning Representation for Knowledge Base Question Answering IJCNLP 2021

Domain-Aware Dependency Parsing for Questions IJCNLP 2021

Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting IJCNLP 2021

Deep Learning on Graphs for Natural Language Processing NAACL 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

K-SRL: Instance-based Learning for Semantic Role Labeling COLING 2016

Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages EMNLP 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

Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling ACL 2015

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 IJCNLP 2015

An In-depth Analysis of the Effect of Text Normalization in Social Media NAACL 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