Shengda Fan

5 papers · 2022–2025 · 3 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 (17) 🏆 Keyword Champion (2)

Venues

COLING (2) EMNLP (2) ICLR (1)

Top co-authors

Jianwei Niu (4) Shasha Mo (4) Zhong Zhang (1) Yesai Wu (1) Yuepeng Fu (1) Shuyan Zhang (1) YUANWEI LIU (1) Yankai Lin (1) Yanting Wang (1) Maosong Sun (1)

Research topics

Machine Learning (5) Natural Language Processing (5) Learning Types · Machine Learning (5) Artificial Intelligence (4) Applications (4) Core AI (4) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Learning Types · Deep Learning (1) Resources & Methods (1) Understanding (1)

Keywords

document-level relation extraction (3) logical rule (2) multi-label learning (1) em algorithm (1) relation extraction (1) information extraction (1) instruction tuning (1) feature space (1) integer programming (1) consistency regularization (1) model fine-tuning (1) noisy label (1) distant supervision (1) classification boundary (1) entity relation (1) key mention pair (1) mention-level relation (1) consensus training (1) noise detection (1) distantly supervised relation extraction (1)

Papers

WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models ICLR 2025 LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024 Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules EMNLP 2022 CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022 Key Mention Pairs Guided Document-Level Relation Extraction COLING 2022