Yinxiao Liu

5 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

EMNLP (2) AAAI (1) ICLR (1) NAACL (1)

Top co-authors

Yun Zhu (5) Lei Shu (5) Lei Meng (5) Jindong Chen (4) Liangchen Luo (4) Nevan Wichers (2) Renjie Liu (1) Simon Tong (1) Ho Ko (1) Yu-Hui Chen (1)

Research topics

Natural Language Processing (5) Artificial Intelligence (3) Machine Learning (3) Core AI (3) Resources & Methods (3) Deep Learning (2) Applications (2) Generation (2) Learning Types · Machine Learning (2) Optimization & Theory (2) Application Areas (1) Learning Types · Deep Learning (1) Models (1)

Keywords

instruction tuning (2) text rewriting (2) sample efficiency (1) reward modeling (1) policy optimization (1) knowledge distillation (1) natural language generation (1) text generation (1) language model evaluation (1) llm evaluation (1) computational efficiency (1) language model (1) reward model (1) reward shaping (1) retrieval-augmented generation (1) sparse attention (1) inference acceleration (1) chain-of-thought prompting (1) on-device model (1) policy model (1)

Papers

Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection ICLR 2025 Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic EMNLP 2024 Fusion-Eval: Integrating Assistant Evaluators with LLMs EMNLP 2024 RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting AAAI 2024 Towards an On-device Agent for Text Rewriting NAACL 2024