Kewei Cheng

5 papers · 2021–2025 · 4 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ACL (1) ICLR (1) NAACL (1)

Top co-authors

Yizhou Sun (4) Zhengyang Wang (2) Binxuan Huang (2) Chao Zhang (1) Nesreen K. Ahmed (1) Ruijie Wang (1) Chenwei Zhang (1) Priyanka Nigam (1) Qing Ping (1) Xin Liu (1)

Research topics

Artificial Intelligence (5) Core AI (4) Knowledge & Reasoning (3) Machine Learning (3) Learning Types (3) Learning Paradigms (2) Reasoning (2) Representation (2) Deep Learning (1) Natural Language Processing (1) Architectures (1) Core Methods (1) Generation (1)

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) systematic generalization (1) tabular data (1) continual pre-training (1) knowledge graph completion (1) zero-shot setting (1) function calling (1) multi-step reasoning (1) agent capability (1) large language model (1) api call (1) recurrent attention (1) knowledge graph inference (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 Neural Compositional Rule Learning for Knowledge Graph Reasoning ICLR 2023 Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023 UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference EMNLP 2021