Tianshi Zheng
14 papers · 2023–2026 · 2 venues · across top CS/AI venues
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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
InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling
ACL 2026
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty
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
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations
ACL 2025
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
ACL 2024
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
EMNLP 2024
KnowComp Submission for WMT23 Sign Language Translation Task
EMNLP 2023
TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining
EMNLP 2023