{"total":16,"rows":[{"id":"2504.10160","title":"MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning","created":"2025-04-14","cited_by_count":48,"area":"lr"},{"id":"2506.09942","title":"VerIF: Verification Engineering for Reinforcement Learning in Instruction Following","created":"2025-06-11","cited_by_count":44,"area":"lr"},{"id":"2503.02382","title":"An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning","created":"2025-03-04","cited_by_count":12,"area":"lr"},{"id":"2505.12996","title":"ExTrans: Multilingual Deep Reasoning Translation via Exemplar-Enhanced Reinforcement Learning","created":"2025-05-19","cited_by_count":11,"area":"lr"},{"id":"2504.10187","title":"DeepTrans: Deep Reasoning Translation via Reinforcement Learning","created":"2025-04-14","cited_by_count":8,"area":"lr"},{"id":"2505.19987","title":"How Well Do Large Reasoning Models Translate? A Comprehensive Evaluation for Multi-Domain Machine Translation","created":"2025-05-26","cited_by_count":5,"area":"lr"},{"id":"2510.06471","title":"Test-Time Scaling of Reasoning Models for Machine Translation","created":"2025-10-07","cited_by_count":5,"area":"lr"},{"id":"2608.31075","title":"Scaling Large Reasoning Models beyond Human Supervision: A Path toward Superintelligence","created":"2026-08-31","cited_by_count":5,"area":"lr"},{"id":"2510.11919","title":"LLM Reasoning for Machine Translation: Synthetic Data Generation over Thinking Tokens","created":"2025-10-13","cited_by_count":4,"area":"lr"},{"id":"2509.25987","title":"R-Log: Incentivizing Log Analysis Capability in LLMs via Reasoning-based Reinforcement Learning","created":"2025-09-30","cited_by_count":3,"area":"lr"},{"id":"2602.10880","title":"Chart Specification: Structural Representations for Incentivizing VLM Reasoning in Chart-to-Code Generation","created":"2026-02-11","cited_by_count":2,"area":"lr"},{"id":"2510.18077","title":"Chain-of-Thought Reasoning Improves Context-Aware Translation with Large Language Models","created":"2025-10-20","cited_by_count":1,"area":"lr"},{"id":"2606.03782","title":"Reasoning over Grammar: Can Synthetic Linguistic Reasoning Traces Enhance Low-Resource Machine Translation?","created":"2026-06-02","cited_by_count":0,"area":"lr"},{"id":"2607.19181","title":"Reasoning Before Translation: Enhancing Legal Machine Translation with Structured Reasoning","created":"2026-07-21","cited_by_count":0,"area":"lr"},{"id":"2608.27036","title":"Reasoning about In-Context Samples for Machine-Translation","created":"2026-08-27","cited_by_count":0,"area":"lr"},{"id":"2609.21247","title":"When Does Reasoning Help in Machine Translation? A Hierarchical Analysis of LRM Reasoning Traces","created":"2026-09-18","cited_by_count":0,"area":"lr"}],"next_cursor":null}