Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T09:50:52.473479Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 0 inbound Pith citation observations for arXiv:2510.13272.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T09:50:52.473479Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
93 of 93 outbound references displayed
External citation measurements
No source-named external measurement is stored.
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Observation fbcb843e-5975-4f74-a9c6-efe1102bed92 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Observation f1acdbd2-4445-433e-8b26-90251c95d133 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Chain-of-Thought Reasoning In The Wild Is Not Always Faithful
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Observation eac66a97-cc9b-4acb-a5f7-8993d026afab · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
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Observation e6dd1716-4f7d-46fd-a2dc-cb262f2b04c1 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Observation 0e24f22d-5c46-48c8-8a4f-361c227fc446 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation
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Observation e5e28d56-afa3-428d-80b2-04428cc71caf · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Observation ac8925e9-bd18-4b3b-a385-da4f32bd395a · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Observation 59f5a46f-ce35-4b51-b0d5-9d104a77ac5b · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Observation 283112c6-4251-457e-a8cf-f6bc4414963f · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Context-DPO: Aligning Language Models for Context-Faithfulness
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Observation bcedd1e8-5c2e-4a07-a431-f1bf2115a31b · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 12
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Observation aeaf6571-1296-48a5-ace7-61991f3631ba · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 13
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Observation 0568e86c-fd1b-4b7f-982c-6f282e01868b · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 14
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Observation 2876b273-439d-47d2-8deb-1d3ff7e9174a · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
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Observation 9cad1910-5b6a-4cc6-ab7e-72aca740de40 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations
Reference 16
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Observation ab0cc668-2230-4879-9e2f-94b47287c838 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 17
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Observation 424556df-d0f5-4c59-8a91-b2d4d29f3103 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Are DeepSeek R1 And Other Reasoning Models More Faithful?
Reference 18
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Observation 27d920f9-2762-455a-815b-e34d4609e4ea · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Training Verifiers to Solve Math Word Problems
Reference 19
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Observation a1794716-a0ee-4c07-b32b-23f5df29bff5 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Ponti, and Siva Reddy
Reference 20
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Observation 24faaf8a-d667-4d6f-adb2-79841640cdd2 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 21
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Observation ffb5bb53-ea29-4b04-8859-e94b15207942 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 22
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Observation f557fc61-edce-4e64-ab62-517ca0250306 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 23
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Observation a27e57ab-0226-46ca-9031-cdb0c14c2323 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 24
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Observation 03657023-06d7-431d-b546-38846bd76751 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 25
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Observation 3c0d7d16-7d8c-42a3-a80c-9d477207e4c6 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 26
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Observation 12abee43-45bf-4297-b6d3-d41511323ce0 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation The Llama 3 Herd of Models
Reference 27
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Observation f3cf5de8-101a-4fc8-9bba-632dd4f81f9f · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 28
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Observation 34367dc8-0e19-43cf-8627-b2589116bdd4 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 29
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 30
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Observation c5bee9f3-5f3c-4aca-b294-6bc299fb5e99 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 31
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Observation 7c04443e-a7e7-4dfe-a57f-1227c7e7f597 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation OpenAI o1 System Card
Reference 32
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Observation 104f3f4b-a7ea-4cfb-9daf-603df2a8e757 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 33
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Observation d7d60c95-437c-41a4-82cc-81a1f44954e1 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 34
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Observation 6118e055-e4d6-4a0d-a75a-e3427ebcc2c3 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents
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Observation d401dd14-7d8b-460f-a10b-856787cd38b5 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 36
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Observation aabfd593-3ba8-4cc1-89d0-cae25a904b7d · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 37
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Observation a8e87137-a3de-474c-995c-843fbda4ad35 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Reference 38
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Observation 8b5bba70-4538-43fa-9139-26f6bb943afb · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 39
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Observation 1eec5047-69cf-478c-abff-68286ef111f2 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 40
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Observation 22e9044d-c1a3-4138-9780-fc14e0068f28 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 41
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Observation b1a1c925-a2fe-4dba-8fc8-ddc922c90721 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov
Reference 42
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Observation d3c3b757-9212-422a-b8f0-97949b079396 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Bridging Offline and Online Reinforcement Learning for LLMs
Reference 43
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Observation df7008bd-f5bf-425b-82f3-a65543923f5d · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Measuring Faithfulness in Chain-of-Thought Reasoning
Reference 44
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Observation b1526e93-bc5c-4019-9061-f317b90f4d1d · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\
Reference 45
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Observation 7a78af13-d1aa-4d38-8a71-289b398282df · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 46
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Observation 694bfb9d-a987-473f-b7d3-2f5dcb72ed8d · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Search-o1: Agentic Search-Enhanced Large Reasoning Models
Reference 47
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges
Reference 48
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 49
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Observation 55579b31-3559-4d5c-a97b-22cbc76b1300 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 50
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Observation 5662f4a2-109d-4d62-992e-a8c722d51335 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 51
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Observation 6d817ce4-7cb7-4dc3-b27e-a16e27e029b9 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 52
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Observation ea505823-dc8d-4ec9-974b-475688d35439 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 53
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 54
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 55
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Observation e8b016b9-be8e-4017-9c26-0c734ed3870d · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 56
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 57
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Observation 1d9af3c5-9182-4d12-8027-c8c5824da048 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 59
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 60
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Observation 49c56a74-0c23-427f-a7bc-70d14e5ef6dc · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Observation 9c4e8989-237a-4792-9f09-36134dc08a92 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 62
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 64
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation High-Dimensional Continuous Control Using Generalized Advantage Estimation
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Proximal Policy Optimization Algorithms
Reference 66
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
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Observation 6615f0d3-9209-4665-8d18-3de81f0fd8c2 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 68
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
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Observation 67a8e721-d5be-4043-98b9-533a91454ff0 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 71
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation ZeroSearch: Incentivize the Search Capability of LLMs without Searching
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 73
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 74
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 75
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Text Embeddings by Weakly-Supervised Contrastive Pre-training
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 81
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 82
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Qwen2.5 Technical Report
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 85
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 86
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Cognitive Mirage: A Review of Hallucinations in Large Language Models
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation The Lessons of Developing Process Reward Models in Mathematical Reasoning
Reference 88
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning
Reference 89
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Observation 2d8356fc-08e0-4510-b9b8-f743c48a0cc3 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work
Reference 90
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Observation 33459221-4cd6-4337-a918-d94b23171702 · outbound
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Chi, Quoc V Le, and Denny Zhou
Reference 91
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Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation write newline
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