Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization | Paper Citation Record

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization online" 'onlinestring :=

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization write newline

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization GPT-4 Technical Report

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Fabbri, Wojciech Kry \'s ci \'n ski, Bryan McCann, Caiming Xiong, Richard Socher, and Dragomir Radev

Reference 18

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization News Summarization and Evaluation in the Era of GPT-3

Reference 21

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization The Llama 3 Herd of Models

Reference 22

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 23

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Bennett, and Marti A

Reference 29

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization SEAM: A Stochastic Benchmark for Multi-Document Tasks

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document Summarization

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Cohen, and Mirella Lapata

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization A Deep Reinforced Model for Abstractive Summarization

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Qwen2.5 Technical Report

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Sequence Level Training with Recurrent Neural Networks

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Direct Judgement Preference Optimization

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization

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Observation b0841bb6-ce8d-4f04-bc9f-f1a733a6e8ed · outbound

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

Reference 65

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Reference 67

Resolution: verified exact; doi, observed 2026-08-04T18:38:34.373693Z

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Observation 6b02f4cf-8c24-475a-8010-0af7e54faa1b · outbound

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 68

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Unresolved cited work

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Observation 46569963-e6be-4e24-934e-02b481e9ec4b · outbound

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Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization Fine-Tuning Language Models from Human Preferences

Reference 70

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