Jiaxin Bai
21 papers · 2019–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (49) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(20)
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Topic Evolution
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Mega-Team Β· Squad
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Prolific Year Β· Productive
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The Questioner
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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Research topics
Artificial Intelligence
(17)
Core AI
(17)
Machine Learning
(13)
Natural Language Processing
(11)
Core Methods
(7)
Resources & Methods
(7)
Knowledge & Reasoning
(6)
Learning Types Β· Machine Learning
(6)
Applications
(5)
Reasoning
(5)
Deep Learning
(4)
Application Areas
(4)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(2)
Models
(2)
Keywords
large language model
(10)
knowledge graph
(3)
knowledge graph construction
(3)
question answering
(3)
vision-language model
(2)
knowledge distillation
(2)
first-order logic
(2)
complex query answering
(2)
purchase intention
(2)
retrieval-augmented generation
(2)
domain adaptation
(2)
reinforcement learning
(2)
abductive reasoning
(2)
logical reasoning
(2)
logical inference
(2)
prompt engineering
(1)
information extraction
(1)
entity linking
(1)
zero-shot learning
(1)
temporal reasoning
(1)
Papers
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction
ACL 2026
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
ACL 2026
DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay
ACL 2026
Intention Knowledge Graph Construction for User Intention Relation Modeling
EACL 2026
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association
ACL 2025
Enhancing Transformers for Generalizable First-Order Logical Entailment
ACL 2025
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
EMNLP 2025
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
ACL 2025
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
EMNLP 2025
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions
EMNLP 2025
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
ACL 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
ACL 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce
EMNLP 2024
KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning
SemEval 2024
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
EMNLP 2024
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
NeurIPS 2023
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
ACL 2023
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings
NAACL 2022
Joint Coreference Resolution and Character Linking for Multiparty Conversation
EACL 2021
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations
EMNLP 2020
Multiplex Word Embeddings for Selectional Preference Acquisition
EMNLP 2019