Kewei Cheng
5 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
zero-shot learning
(1)
weakly supervised learning
(1)
prompt engineering
(1)
graph structure
(1)
error detection
(1)
entity relationship
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
tabular datum
(1)
continual pre-training
(1)
zero-shot setting
(1)
function calling
(1)
multi-step reasoning
(1)
agent capability
(1)
large language model
(1)
api call
(1)
knowledge graph inference
(1)
horn logic
(1)
attribute validation
(1)
text-rich table
(1)
Papers
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training
NAACL 2025
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text
EMNLP 2024
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog
ACL 2023
Neural Compositional Rule Learning for Knowledge Graph Reasoning
ICLR 2023
UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference
EMNLP 2021