Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation | Paper Citation Record

Observation 59633c9a-84b7-4b34-bf4d-4b5148322299 · outbound

This paper cites Large Language Models for Mathematical Reasoning: Progresses and Challenges.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Large Language Models for Mathematical Reasoning: Progresses and Challenges

Reference 1

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Observation 42880985-535d-434f-8c33-503a6db4456e · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 2

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

Reference 4

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

Reference 6

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Observation c5652fe0-37c2-4443-9162-5b0b1bb0ad3d · outbound

This paper cites Can Large Language Models Be an Alternative to Human Evaluations?.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Can Large Language Models Be an Alternative to Human Evaluations?

Reference 7

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Observation ab4f6210-4423-471c-a539-eaf97fb7ffdd · outbound

This paper cites A Closer Look into Automatic Evaluation Using Large Language Models.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation A Closer Look into Automatic Evaluation Using Large Language Models

Reference 8

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Observation b38cd49c-ff9f-41cb-9bb8-dd8aa9d367b9 · outbound

This paper cites Angelopoulos, Tianle Li, Dacheng Li, Banghua Zhu, Hao Zhang, Michael I.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Angelopoulos, Tianle Li, Dacheng Li, Banghua Zhu, Hao Zhang, Michael I

Reference 9

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Observation 70d93744-92bd-46a9-a678-06b9312ab7dd · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

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Observation 9fa16c0b-d5f1-4873-8484-7c74e090c983 · outbound

This paper cites Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus

Reference 11

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Observation 7a0908a3-b4e9-4944-8c41-2c9f90b74268 · outbound

This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Reference 12

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Observation c711cc16-073e-493f-a9dc-5fd00a35fd2f · outbound

This paper cites SummEval: Re-evaluating Summarization Evaluation.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation SummEval: Re-evaluating Summarization Evaluation

Reference 13

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Observation f9f89c67-2d0e-487b-8ab7-d9944da35723 · outbound

This paper cites ELI5: Long Form Question Answering.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation ELI5: Long Form Question Answering

Reference 14

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This paper cites A Survey on LLM-as-a-Judge.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation A Survey on LLM-as-a-Judge

Reference 15

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This paper cites OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Reference 16

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Observation efa151a7-b8e1-4f0f-80bf-09e365e4def7 · outbound

This paper cites Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Reference 17

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Observation 4c742731-11ea-453a-b364-66c2639d2694 · outbound

This paper cites Hurdles to Progress in Long-form Question Answering.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Hurdles to Progress in Long-form Question Answering

Reference 18

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Observation 07198add-f6ef-4dbe-a58c-f159f398f067 · outbound

This paper cites No Free Labels: Limitations of LLM-as-a-Judge Without Human Grounding.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation No Free Labels: Limitations of LLM-as-a-Judge Without Human Grounding

Reference 19

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This paper cites Kullback and R.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Kullback and R

Reference 20

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Observation b19010c5-7788-4fde-bea5-fb3b124d0b0f · outbound

This paper cites LongForm: Effective Instruction Tuning with Reverse Instructions.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation LongForm: Effective Instruction Tuning with Reverse Instructions

Reference 21

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Observation b1ada493-ff02-4dd9-a496-6bf5f803497c · outbound

This paper cites RewardBench: Evaluating Reward Models for Language Modeling.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation RewardBench: Evaluating Reward Models for Language Modeling

Reference 22

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Observation 911a17c8-de7d-42c1-a6ef-a86504782f47 · outbound

This paper cites CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning

Reference 23

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Observation bb7991a5-270e-4e7d-b946-c45ccf307c73 · outbound

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Deep Reinforcement Learning for Dialogue Generation

Reference 24

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This paper cites PEDANTS: Cheap but Effective and Interpretable Answer Equivalence.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation PEDANTS: Cheap but Effective and Interpretable Answer Equivalence

Reference 25

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

Reference 26

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

Reference 27

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

Reference 28

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Observation 6e17e919-6fd1-41e5-8794-8c9214c39b57 · outbound

This paper cites Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs

Reference 29

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Observation 4291197c-ead8-4f98-9239-b0b637b29654 · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Understanding R1-Zero-Like Training: A Critical Perspective

Reference 30

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This paper cites Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica

Reference 31

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

Reference 32

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Qwen2.5 Technical Report

Reference 33

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This paper cites Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback

Reference 34

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation

Reference 35

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Proximal Policy Optimization Algorithms

Reference 36

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation A Survey of Deep Reinforcement Learning in Video Games

Reference 37

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

Reference 38

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Learning to summarize from human feedback

Reference 39

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Hashimoto

Reference 40

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Observation 72d469f1-4e11-40b5-8359-e58a2bcfc064 · outbound

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Hashimoto

Reference 41

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 42

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This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 43

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

Reference 44

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Observation 290d8a8f-01fb-4548-89df-a767ace4b939 · outbound

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment

Reference 45

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Observation a98bc16a-ab2f-4290-95e6-7b81c94ec08d · outbound

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs

Reference 46

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 47

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

Reference 48

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation BERTScore: Evaluating Text Generation with BERT

Reference 49

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 50

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation LIMA: Less Is More for Alignment

Reference 51

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios

Reference 52

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs

Reference 53

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation Unresolved cited work

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation online" 'onlinestring :=

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Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation write newline

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