conftrace_

Zhiying Deng

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

NIPS (2) ICLR (1) ICML (1)

Top co-authors

Ruixuan Li (4) Haozhao Wang (4) Wei Liu (4) Jun Wang (4) Zhongyu Niu (3) YuanKai Zhang (2) Yang Qiu (1) Zhigang Zeng (1) Lang Gao (1)

Keywords

causal inference (2) natural language processing (1) feature selection (1) rationale extraction (1) mutual information (1) maximum mutual information (1)

Papers

Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization ICLR 2025 Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets ICML 2025 Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization NIPS 2024 D-Separation for Causal Self-Explanation NIPS 2023