conftrace_

reward mechanism

10 papers

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reinforcement learning (4352) large language model (13587) multi-agent system (1819) mechanism design (340) positive-unlabeled learning (69) unlabeled datum (120) peer prediction (10) taxonomy expansion (16) optical character recognition (217) clinical nlp (172)

Papers

MT3: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation ACL 2026

RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning ACL 2025

MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning EMNLP 2025

A Theoretical Understanding of Self-Correction through In-context Alignment NIPS 2024

Generating Synthetic Documents with Clinical Keywords: A Privacy-Sensitive Methodology COLING 2024

GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation AAAI 2023

Collusion-Proof and Sybil-Proof Reward Mechanisms for Query Incentive Networks AAAI 2023

PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector AAAI 2021

Sybil-proof Answer Querying Mechanism IJCAI 2020

FaRM: Fair Reward Mechanism for Information Aggregation in Spontaneous Localized Settings IJCAI 2019