Shiping Gao

4 papers · 2024–2025 · 4 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 🐣 Hot Topic Early Bird

Venues

COLING (1) EMNLP (1) ICLR (1) ICML (1)

Top co-authors

Xiaojun Quan (4) Ruijun Chen (2) Jiehao Liang (2) Fanqi Wan (2) Ting Yao (1) Hongzhan Chen (1) Tao Yang (1) Hongtao Tian (1) Qifan Wang (1) Jiajian Guo (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Optimization & Theory (3) Natural Language Processing (2) Core AI (2) Reinforcement Learning (1) Application Areas (1) Generation (1) Learning Paradigms (1) Methods (1) Resources & Methods (1)

Keywords

large language model (3) knowledge distillation (1) preference alignment (1) grammatical error correction (1) preference optimization (1) model alignment (1) distribution shift (1) supervised fine-tuning (1) preference data (1) small language model (1) llm alignment (1) token-level editing (1) minimal edit (1) gsm8k (1) discriminative policy optimization (1) pass@1 score (1) q-function reward model (1) policy optimization (1) token-level reward model (1)

Papers

Advantage-Guided Distillation for Preference Alignment in Small Language Models ICLR 2025 Discriminative Policy Optimization for Token-Level Reward Models ICML 2025 Edit-Wise Preference Optimization for Grammatical Error Correction COLING 2025 Self-Evolution Fine-Tuning for Policy Optimization EMNLP 2024