conftrace_

reinforcement learning with verifiable reward

42 papers

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Also known as

RLVR

Co-occurring keywords · papers mentioning both

large language model (8) multimodal reasoning (4) mathematical reasoning (4) group relative policy optimization (3) multimodal large language model (3) supervised fine-tuning (3) code generation (3) reinforcement learning (3) verifiable reward (2) self-supervised reinforcement learning (2)

Papers

Backdoors in RLVR: Jailbreak Backdoors in LLMs From Verifiable Reward ACL 2026 Boosting Reasoning in Large Multimodal Models via Activation Replay CVPR 2026 Can Reasoning Help Large Language Models Capture Human Annotator Disagreement? EACL 2026 CARE What Fails: Contrastive Anchored-REflection for Verifiable Multimodal Reasoning CVPR 2026 CODERL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment ACL 2026 CURE: Critique-Driven Unified Reinforcement Learning for Test-Time Self-Improvement ACL 2026 Data Efficient RLVR via Off-Policy Influence Guidance ACL 2026 Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts ACL 2026 From Individual to Common: An Early Exploration of Consensus in Non-verifiable Data for Balanced Preference Optimization ACL 2026 G2RPO-A: Guided Group Relative Policy Optimization with Adaptive Guidance ACL 2026 GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR ACL 2026 Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models ACL 2026 GUI-SAGE: Enhancing GUI Automation with Self-Explanatory Learning CVPR 2026 HarmRLVR: Weaponizing Verifiable Rewards for Harmful LLM Alignment ACL 2026 HTMR: Hybrid Token Masking Reinforcement Learning with Verifiable Rewards for Event Argument Extraction with Multi-Perspective Reasoning ACL 2026 I²B-LPO: Latent Policy Optimization via Iterative Information Bottleneck ACL 2026 Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation ACL 2026 Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains ACL 2026 Learning to Select Visual Tools from Experience CVPR 2026 MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning CVPR 2026 PhyCritic: Multimodal Critic Models for Physical AI CVPR 2026 Powering Verifiable Learning via Automated Evolutionary Data Synthesis ACL 2026 PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering ACL 2026 QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning ACL 2026 R1-RE: Cross-Domain Relation Extraction with RLVR ACL 2026