← Authors

Kaixin Ma

30 papers · 2017–2026 · 10 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (46) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (8) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (12) 🧬 Topic Evolution ❓ The Questioner (3) πŸ’Ž Century Club (29) πŸ—ƒοΈ Keyword Collector (135) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (5)

Conferences

EMNLP (11) ACL (6) NAACL (4) AAAI (2) ICLR (2) COLING (1) EACL (1) IJCNLP (1) NIPS (1) SEMEVAL (1)

Top co-authors

Dong Yu (13) Hongming Zhang (13) Wenhao Yu (12) Eric Nyberg (10) Filip Ilievski (8) Alessandro Oltramari (6) Jonathan Francis (6) Yifan Jiang (5) Tianqing Fang (4) Wenlin Yao (3)

Keywords

question answering (6) language model (4) lateral thinking (4) commonsense reasoning (4) knowledge graph (4) web agent (3) attention mechanism (3) open-domain question answering (3) retrieval-augmented generation (3) zero-shot learning (3) knowledge identification (2) commonsense question answering (2) document grounding (2) large language model (2) goal-oriented dialogue (2) response generation (2) visual reasoning (2) vision language model (2) dialogue system (2) visual question answering (1)

Papers

WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms EACL 2026
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025
COLUMBUS: Evaluating COgnitive Lateral Understanding Through Multiple-Choice reBUSes AAAI 2025
DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots NAACL 2025
DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? ICLR 2025
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph ICLR 2025
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization ACL 2025
Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling EMNLP 2025
Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025
DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes EMNLP 2025
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models ACL 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning NIPS 2024
Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP 2024
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense NAACL 2024
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense SEMEVAL 2024
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models EMNLP 2023
Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL 2023
Open Domain Question Answering with A Unified Knowledge Interface ACL 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge EMNLP 2022
Coalescing Global and Local Information for Procedural Text Understanding COLING 2022
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models EMNLP 2021
Building Goal-oriented Document-grounded Dialogue Systems IJCNLP 2021
Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering AAAI 2021
Building Goal-oriented Document-grounded Dialogue Systems ACL 2021
Bend but Don’t Break? Multi-Challenge Stress Test for QA Models EMNLP 2019
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering EMNLP 2019
Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog NAACL 2018
Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks ACL 2017