Baixuan Xu
15 papers · 2023–2026 · 3 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (39) π€ Dynamic Duo (15)
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Venues
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Research topics
Artificial Intelligence
(13)
Core AI
(13)
Machine Learning
(9)
Natural Language Processing
(9)
Learning Types Β· Machine Learning
(7)
Applications
(5)
Learning Paradigms
(5)
Deep Learning
(4)
Knowledge & Reasoning
(4)
Reasoning
(3)
Resources & Methods
(3)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Representation
(2)
Keywords
large language model
(5)
question answering
(4)
commonsense reasoning
(4)
multimodal learning
(3)
zero-shot learning
(3)
language model
(2)
knowledge base
(2)
text classification
(2)
commonsense question answering
(2)
vision-language model
(2)
knowledge distillation
(2)
natural language inference
(2)
synthetic data
(2)
information retrieval
(1)
knowledge transfer
(1)
neural machine translation
(1)
prompt engineering
(1)
argument mining
(1)
semi-supervised learning
(1)
claim verification
(1)
Papers
AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction
ACL 2026
DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay
ACL 2026
InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling
ACL 2026
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions
EMNLP 2025
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
ACL 2024
GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction
EMNLP 2024
KnowComp at DialAM-2024: Fine-tuning Pre-trained Language Models for Dialogical Argument Mining with Inference Anchoring Theory
ACL 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
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
EMNLP 2023
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning
ACL 2023
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification
SemEval 2023
KnowComp Submission for WMT23 Sign Language Translation Task
EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering
EMNLP 2023
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining
EMNLP 2023