Yangqiaoyu Zhou

5 papers · 2021–2025 · 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 · Bronze 🗺️ Taxonomy Completionist (13) 📈 Trend Setter

Venues

ACL (2) EMNLP (2) EACL (1)

Top co-authors

Chenhao Tan (5) Haokun Liu (2) Yiming Zhang (2) Hongyuan Mei (1) Tejes Srivastava (1) Chenfei Yuan (1) Mingxuan Li (1) Samuel Carton (1)

Research topics

Machine Learning (5) Learning Types · Machine Learning (5) Artificial Intelligence (3) Core AI (3) Deep Learning (2) Natural Language Processing (2) Applications (2) Learning Types · Deep Learning (2) Interdisciplinary (1) Learning Paradigms (1) Science (1)

Keywords

few-shot learning (4) natural language explanation (2) natural language inference (2) large language model (2) hypothesis generation (2) adversarial attack (1) multi-armed bandit (1) data-driven learning (1) knowledge retrieval (1) classification performance (1) scientific reasoning (1) literature-based discovery (1) rationale model (1) text classification (1) decision making (1) model robustness (1) out-of-distribution generalization (1)

Papers

Literature Meets Data: A Synergistic Approach to Hypothesis Generation ACL 2025 Hypothesis Generation with Large Language Models EMNLP 2024 FLamE: Few-shot Learning from Natural Language Explanations ACL 2023 Learning to Ignore Adversarial Attacks EACL 2023 Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI EMNLP 2021