YuanKai Zhang

4 papers · 2022–2024 · 2 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 ❓ The Questioner

Venues

NeurIPS (3) ACL (1)

Top co-authors

Wei Liu (4) Jun Wang (4) Ruixuan Li (4) Haozhao Wang (4) Yang Qiu (2) Zhiying Deng (2) Chao Yue (1) Zhongyu Niu (1) Xinyang Li (1)

Research topics

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

Keywords

causal inference (2) natural language processing (2) text classification (2) feature selection (1) rationale extraction (1) feature attribution (1) model interpretability (1) mutual information (1) spurious correlation (1) unified encoder (1) text segmentation (1) self-explaining model (1) generator predictor (1) maximum mutual information (1) text semantic extraction (1)

Papers

Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization NeurIPS 2024 D-Separation for Causal Self-Explanation NeurIPS 2023 MGR: Multi-generator Based Rationalization ACL 2023 FR: Folded Rationalization with a Unified Encoder NeurIPS 2022