Cheng Jiayang
16 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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Research topics
Artificial Intelligence
(15)
Core AI
(14)
Natural Language Processing
(13)
Machine Learning
(8)
Applications
(6)
Generation
(5)
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(5)
Resources & Methods
(5)
Deep Learning
(4)
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Keywords
large language model
(10)
language model
(3)
analogical reasoning
(3)
retrieval-augmented generation
(3)
information retrieval
(3)
question answering
(2)
theory of mind
(2)
knowledge distillation
(2)
narrative reasoning
(1)
evaluation metric
(1)
generalization capability
(1)
knowledge graph
(1)
in-context learning
(1)
embodied ai
(1)
abductive reasoning
(1)
inductive reasoning
(1)
commonsense reasoning
(1)
conflict detection
(1)
causal relation
(1)
natural language inference
(1)
Papers
XToM: Exploring the Multilingual Theory of Mind for Large Language Models
ACL 2026
InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding
EMNLP 2025
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
EMNLP 2025
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory
NAACL 2025
ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities
EMNLP 2024
Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models?
EMNLP 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
ACL 2024
Can Language Models Learn to Skip Steps?
NeurIPS 2024
ECON: On the Detection and Resolution of Evidence Conflicts
EMNLP 2024
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs
COLING 2024
Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations
EACL 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
EMNLP 2024
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
EMNLP 2024
OpenResearcher: Unleashing AI for Accelerated Scientific Research
EMNLP 2024
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
NeurIPS 2024
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding
EMNLP 2023