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authored 2 papers 5 months ago

VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models

Paper • 2509.19803 • Published Sep 24, 2025 • 120

PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning

Paper • 2508.21104 • Published Aug 28, 2025 • 37

authored 2 papers 9 months ago

FlashThink: An Early Exit Method For Efficient Reasoning

Paper • 2505.13949 • Published May 20, 2025 • 1

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving

Paper • 2505.11893 • Published May 17, 2025 • 1

authored 2 papers 10 months ago

AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction

Paper • 2409.01854 • Published Sep 3, 2024 • 1

FlowKV: A Disaggregated Inference Framework with Low-Latency KV Cache Transfer and Load-Aware Scheduling

Paper • 2504.03775 • Published Apr 3, 2025

authored a paper 11 months ago

RASD: Retrieval-Augmented Speculative Decoding

Paper • 2503.03434 • Published Mar 5, 2025 • 1

authored 7 papers about 1 year ago

Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy

Paper • 2412.08434 • Published Dec 11, 2024 • 1

ToNER: Type-oriented Named Entity Recognition with Generative Language Model

Paper • 2404.09145 • Published Apr 14, 2024 • 1

P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language Models

Paper • 2405.04960 • Published May 8, 2024 • 1

Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization

Paper • 2405.17067 • Published May 27, 2024 • 1

Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding

Paper • 2404.04293 • Published Apr 4, 2024 • 1

Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction

Paper • 2406.11455 • Published Jun 17, 2024 • 1

SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation

Paper • 2405.16552 • Published May 26, 2024 • 1