Liangxin Liu

4 papers · 2024–2026 · 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 (14)

Venues

ACL (2) EMNLP (1) NeurIPS (1)

Top co-authors

Zhang Yueyang (2) Zhiyuan Sun (2) Min Zhang (2) Daiting Shi (2) Yu Liang (2) Wangyan (2) Long Xia (2) Xuebo Liu (2) Longzheng Wang (2) Shengjun Cheng (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (3) Natural Language Processing (3) Learning Types · Machine Learning (3) Deep Learning (2) Resources & Methods (2) Applications (1) Generation (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

generative reward model (2) reinforcement learning from human feedback (2) instruction tuning (2) large language model (2) data selection (1) uncertainty estimation (1) consistency learning (1) positional bia (1) curriculum consistency learning (1) conditional sentence generation (1) curriculum learning (1) consistency-aware reward (1) machine translation (1) preference alignment (1) preference modeling (1)

Papers

ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training ACL 2026 ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework ACL 2026 Curriculum Consistency Learning for Conditional Sentence Generation EMNLP 2024 SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection NeurIPS 2024