Ruifang Liu

6 papers · 2021–2024 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

NAACL (2) AAAI (1) ACL (1) EMNLP (1) IJCAI (1)

Top co-authors

Shilong Li (3) Zhang Zhang (3) Ying Liu (3) Ge Bai (3) Chenji Lu (3) Yunbo Cao (2) Zhao Yan (2) Sun Yong (2) Qian-Wen Zhang (2) Daichi Guo (2)

Research topics

Machine Learning (5) Learning Types · Machine Learning (4) Artificial Intelligence (3) Natural Language Processing (2) Application Areas (2) Applications (2) Core AI (2) Deep Learning (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

domain adaptation (3) few-shot learning (2) prompt learning (2) relation extraction (2) rumor detection (1) cross-domain learning (1) multi-label classification (1) text representation (1) fine-grained classification (1) causal effect (1) semantic embedding (1) structural causal model (1) label correlation (1) social media (1) semantic gap (1) few-shot relation extraction (1) zero-shot relation extraction (1) coarse-grained classification (1) propagation structure (1) label description (1)

Papers

Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning NAACL 2024 Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction NAACL 2024 Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction EMNLP 2023 Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning AAAI 2023 Correlation-Guided Representation for Multi-Label Text Classification IJCAI 2021 Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning ACL 2021