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Paper Citation Record · LEDGER

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation

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.

pith.paper-citation-record.v1
2510.13272 v3

Coverage vector

measured 93 of 93 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:50:52.473479Z

measured 93 of 93 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

93 of 93 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved93
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cbc0cd1a-c2dc-4298-9540-8f1a814a4ce9 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 1

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source=arxiv_source observed=2026-08-04T09:50:41.619972Z digest=sha256:5a1eb78bd3a7d233776ac5fa821b494c69ea524056b90ec499b6eb95f3a1fad7

Observation fbcb843e-5975-4f74-a9c6-efe1102bed92 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-08-04T09:50:41.730879Z digest=sha256:3f49bb45491f924d0f7de262bdb811bfeaff969470e97764d53384a4a09acda4

Observation f1acdbd2-4445-433e-8b26-90251c95d133 · outbound

This paper cites Chain-of-Thought Reasoning In The Wild Is Not Always Faithful.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Chain-of-Thought Reasoning In The Wild Is Not Always Faithful

Reference 3

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source=arxiv_source observed=2026-08-04T09:50:41.886859Z digest=sha256:5e244ec207f217bb2c31af6fe7a68e54da926d6d5c649963de2d317e2e05186a

Observation eac66a97-cc9b-4acb-a5f7-8993d026afab · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 4

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source=arxiv_source observed=2026-08-04T09:50:42.093942Z digest=sha256:14b6a782c0f8ed7428ec033862bb4dba429924ca13010cd252df4acd66cd93d6

Observation e6dd1716-4f7d-46fd-a2dc-cb262f2b04c1 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 5

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source=arxiv_source observed=2026-08-04T09:50:42.258273Z digest=sha256:debb58fb5b34304d83f784de777149e4775fa50c5ce93fa215172b47a5cb8f76

Observation 0e24f22d-5c46-48c8-8a4f-361c227fc446 · outbound

This paper cites Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation

Reference 6

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Observation e5e28d56-afa3-428d-80b2-04428cc71caf · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 7

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source=arxiv_source observed=2026-08-04T09:50:42.615099Z digest=sha256:74ce0603b4acdb1de5ae1f895bd3e6a98a48abd9f63371c93db39b2be98d7576

Observation ac8925e9-bd18-4b3b-a385-da4f32bd395a · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 8

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source=arxiv_source observed=2026-08-04T09:50:42.776529Z digest=sha256:2261307bea2a6f0061f315aefa3b26ae7055db76571f1b58615063911dc83746

Observation 59f5a46f-ce35-4b51-b0d5-9d104a77ac5b · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 9

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source=arxiv_source observed=2026-08-04T09:50:42.968099Z digest=sha256:ab8665995ddae60d576ff6745a2af2fa01ed98b93bf341d431de33adcbbda2e4

Observation 283112c6-4251-457e-a8cf-f6bc4414963f · outbound

This paper cites Context-DPO: Aligning Language Models for Context-Faithfulness.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 10

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source=arxiv_source observed=2026-08-04T09:50:43.166440Z digest=sha256:9f27b5dd0b6e3768ee6a9dbfbd1f9072f61d74218b8c5d118f41b013b2a0cf7d

Observation bcedd1e8-5c2e-4a07-a431-f1bf2115a31b · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 11

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source=arxiv_source observed=2026-08-04T09:50:43.319521Z digest=sha256:de25727a7870729772148834b684ad506637a3b78dcf49a96aaaee46968c6bd3

Observation 1a6c575a-8842-429b-b44f-b69c209025f2 · outbound

This paper cites an unresolved cited work.

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

This paper cites an unresolved cited work.

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

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 14

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source=arxiv_source observed=2026-08-04T09:50:43.721141Z digest=sha256:568001915099aaf686180a034623420adde78bcb8556e175c655929d0ca746c4

Observation 2876b273-439d-47d2-8deb-1d3ff7e9174a · outbound

This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 15

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Observation 9cad1910-5b6a-4cc6-ab7e-72aca740de40 · outbound

This paper cites Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations.

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

This paper cites an unresolved cited work.

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

This paper cites Are DeepSeek R1 And Other Reasoning Models More Faithful?.

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

This paper cites Training Verifiers to Solve Math Word Problems.

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

This paper cites Ponti, and Siva Reddy.

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

This paper cites an unresolved cited work.

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

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 22

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source=arxiv_source observed=2026-08-04T09:50:44.646633Z digest=sha256:224d5ba9ff1f67ad67841da14e27d2fee317d454dc3facaed8a509dc3bffbc92

Observation f557fc61-edce-4e64-ab62-517ca0250306 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

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

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

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

This paper cites an unresolved cited work.

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

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 26

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source=arxiv_source observed=2026-08-04T09:50:44.951697Z digest=sha256:33b59a0943c56ae54ec6d8b25f313a4e81fc78cfd9fbd31fa40f5c378b6da702

Observation 12abee43-45bf-4297-b6d3-d41511323ce0 · outbound

This paper cites The Llama 3 Herd of Models.

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

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

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

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 29

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Observation b325e463-1e8e-4645-b83d-690356137d38 · outbound

This paper cites an unresolved cited work.

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

This paper cites an unresolved cited work.

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

This paper cites OpenAI o1 System Card.

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

This paper cites an unresolved cited work.

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

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 34

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source=arxiv_source observed=2026-08-04T09:50:45.703115Z digest=sha256:0a68178fdc3cc499fa62fabcbc95ba9997c21ca74d11c638864e2be65a0872dd

Observation 6118e055-e4d6-4a0d-a75a-e3427ebcc2c3 · outbound

This paper cites An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents

Reference 35

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Observation d401dd14-7d8b-460f-a10b-856787cd38b5 · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

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

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 37

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source=arxiv_source observed=2026-08-04T09:50:45.949577Z digest=sha256:13ba54f6eb513e273bfb8ca5f01c1839f8d9117768aa34d91fa2c791b5056696

Observation a8e87137-a3de-474c-995c-843fbda4ad35 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

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

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 39

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source=arxiv_source observed=2026-08-04T09:50:46.045366Z digest=sha256:1e10b89b312f7764e86c8b64cad8084a9c0a7ae016e534d456226e08af173bcc

Observation 1eec5047-69cf-478c-abff-68286ef111f2 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 40

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source=arxiv_source observed=2026-08-04T09:50:46.150474Z digest=sha256:ad6d2b58ee69d7ce9c82864c4e22ab405f2146cff611876198cd0ecc32a2e7dc

Observation 22e9044d-c1a3-4138-9780-fc14e0068f28 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 41

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source=arxiv_source observed=2026-08-04T09:50:46.219832Z digest=sha256:547ca2687379af2dc2ba70b9472924fd29b8e9d03717c8fa10fad66d11569ad1

Observation b1a1c925-a2fe-4dba-8fc8-ddc922c90721 · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 42

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source=arxiv_source observed=2026-08-04T09:50:46.391493Z digest=sha256:5a749a94f1fcaa937ef56f437f03c348077e54909ea2ac96f6d1a4761139bdc0

Observation d3c3b757-9212-422a-b8f0-97949b079396 · outbound

This paper cites Bridging Offline and Online Reinforcement Learning for LLMs.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Bridging Offline and Online Reinforcement Learning for LLMs

Reference 43

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source=arxiv_source observed=2026-08-04T09:50:46.549563Z digest=sha256:bed93cb2c3f36a05d3141486519a700c083a0e98b9b8934225257fc9e94f27be

Observation df7008bd-f5bf-425b-82f3-a65543923f5d · outbound

This paper cites Measuring Faithfulness in Chain-of-Thought Reasoning.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Measuring Faithfulness in Chain-of-Thought Reasoning

Reference 44

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source=arxiv_source observed=2026-08-04T09:50:46.659248Z digest=sha256:1d10ca09b0eb62a721b8f388569789eeec77adfd4905043cdf5641cc3ff5db26

Observation b1526e93-bc5c-4019-9061-f317b90f4d1d · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\

Reference 45

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source=arxiv_source observed=2026-08-04T09:50:46.775244Z digest=sha256:703c47df935d96a60b34bed78bf488c3c75e2443cb63d687c07329746003ad01

Observation 7a78af13-d1aa-4d38-8a71-289b398282df · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 46

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source=arxiv_source observed=2026-08-04T09:50:46.891310Z digest=sha256:87499e7d641e5423074df7524b695416ff7d501b55b6e0f291e343086bdc1f29

Observation 694bfb9d-a987-473f-b7d3-2f5dcb72ed8d · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 47

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source=arxiv_source observed=2026-08-04T09:50:47.019601Z digest=sha256:2ff51db226e9849f35cb79993fc6da5f3995c7b10cc419a35a72b1568d8750a8

Observation 94ca7c1f-0236-42ef-a232-656251d590ff · outbound

This paper cites Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges.

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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source=arxiv_source observed=2026-08-04T09:50:47.142987Z digest=sha256:07c1f5f8c2421662b95de76cbac5ea637cdc8fed544bcef55c8174bf9037a82d

Observation e04efa39-c378-470e-b071-f496d8c723fa · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 49

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source=arxiv_source observed=2026-08-04T09:50:47.307096Z digest=sha256:4cb8216b003bf912d610451485b8c60b4fc0f5f9bbe40a739824726a582fe115

Observation 55579b31-3559-4d5c-a97b-22cbc76b1300 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 50

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source=arxiv_source observed=2026-08-04T09:50:47.467540Z digest=sha256:a17723e265f6e341c3ebc8e7fe34a59aa34d555af0df36ba68f682326267a26c

Observation 5662f4a2-109d-4d62-992e-a8c722d51335 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 51

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source=arxiv_source observed=2026-08-04T09:50:47.623568Z digest=sha256:bfbbb9cb2d4a2b594eb642db40dff474296296369c36f5a81d3c0f6fb4eb384d

Observation 6d817ce4-7cb7-4dc3-b27e-a16e27e029b9 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 52

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source=arxiv_source observed=2026-08-04T09:50:47.740603Z digest=sha256:e4bfa5c2b3ecc4c5bfa5a20230772911d9ab09d1f4879cb0980590f378038368

Observation ea505823-dc8d-4ec9-974b-475688d35439 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 53

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source=arxiv_source observed=2026-08-04T09:50:47.850829Z digest=sha256:c7c3f77aab7af6f161b16b23952d3a63cc764086bfd84ccafdbbf871f544cb03

Observation a02b9cdc-a917-43be-8781-d8ae7440012f · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 54

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source=arxiv_source observed=2026-08-04T09:50:47.956217Z digest=sha256:b82800e80a6b8d6aaca0c724b1a4550b796e4d16b7c23d248d31f4bcc9740399

Observation d29345f6-e1c0-490f-9a2e-b6f3eba2227e · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 55

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source=arxiv_source observed=2026-08-04T09:50:48.034553Z digest=sha256:fe253f32c4dc8e58527b987d7e4da3130796196f886cdf90de04314e44024044

Observation e8b016b9-be8e-4017-9c26-0c734ed3870d · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 56

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no resolver link, observed 2026-08-04T09:50:48.108042Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T09:50:48.108042Z digest=sha256:b0e5dc6bacdd817a90e98d3aae066a8f329fec88399693683c12ab358be8961d

Observation d01befe1-a26d-462d-987d-d5d87febcbe5 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 57

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no resolver link, observed 2026-08-04T09:50:48.194498Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T09:50:48.194498Z digest=sha256:ea4d9d2b3932ae0be0ea41d9142624929b475c4fbd0055767040e7c2062c2c44

Observation 1d9af3c5-9182-4d12-8027-c8c5824da048 · outbound

This paper cites DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs

Reference 58

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no resolver link, observed 2026-08-04T09:50:48.258982Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T09:50:48.258982Z digest=sha256:43035c6f19a8d41b8baf482548d8ac36abe397e0296becf4a5cea62bc580b33f

Observation 1758c0bf-3dce-4954-bb95-58681b41d20b · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 59

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no resolver link, observed 2026-08-04T09:50:48.366443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:48.366443Z digest=sha256:3734a0ed61581030062f3b9c54b1d7ba1995ce80c831e10a3a53e4abaf3a3427

Observation dabd8e3d-8486-476c-b902-6974cf182a84 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 60

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no resolver link, observed 2026-08-04T09:50:48.513691Z

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source=arxiv_source observed=2026-08-04T09:50:48.513691Z digest=sha256:f747b09eb51e5da15faade02954f4eb21d37a36410566520c0a6e1b983b13ec9

Observation 49c56a74-0c23-427f-a7bc-70d14e5ef6dc · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 61

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:48.649607Z digest=sha256:fe53afa52a5857f1ffe1baac1ccf844e04a408bbeed671f1fe446077192c7299

Observation 9c4e8989-237a-4792-9f09-36134dc08a92 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 62

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no resolver link, observed 2026-08-04T09:50:48.761835Z

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source=arxiv_source observed=2026-08-04T09:50:48.761835Z digest=sha256:4a0ffc5ef2177f42b68e73ac23368bf2db5c179a506d44c1edf9bd7d39118f06

Observation 1a3d71cb-c031-4087-81a7-84b65a6fb3db · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 63

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T09:50:48.931225Z digest=sha256:80c583fc9f61f1071fbec771bf17bfdd6a92e5521d05e74c41d2b4ed54bec14b

Observation bb3f69ab-d401-4545-ac49-9f8ed019aa7e · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 64

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no resolver link, observed 2026-08-04T09:50:49.023887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:49.023887Z digest=sha256:cdb8a756b740352ad1b728a5da56dfc16d11406978ac99f63567b466f9777da8

Observation bbb35afb-c104-4010-aae8-c60d5cf62676 · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 65

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no resolver link, observed 2026-08-04T09:50:49.119519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:49.119519Z digest=sha256:7845def7cb525bfedf4a2a5e46c7ed039809fdba858a45b2b9f2bf631ebabaa7

Observation 2efdf058-000f-45fb-b129-4c2d3a42b006 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Proximal Policy Optimization Algorithms

Reference 66

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no resolver link, observed 2026-08-04T09:50:49.219706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:49.219706Z digest=sha256:f83679205e88350dbe868ae048d6eb6c4d7c89b56db6a773e90e670393073a1d

Observation 27bce402-cc41-4165-84a1-3fda9003e4fa · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 67

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no resolver link, observed 2026-08-04T09:50:49.284713Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T09:50:49.284713Z digest=sha256:7299c411979f42f2c0ac3c93d0abf0d2dae9dcfbb988f0ebf58a35411c63f857

Observation 6615f0d3-9209-4665-8d18-3de81f0fd8c2 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 68

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no resolver link, observed 2026-08-04T09:50:49.444906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:49.444906Z digest=sha256:11c216a2f1edecf795bb4411dbb767221bd6a39fef021ce0df73e41878201e98

Observation f9b03008-9d51-4a6a-80d1-0f295331076e · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 69

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no resolver link, observed 2026-08-04T09:50:49.545624Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T09:50:49.545624Z digest=sha256:f83becc1dd78235e74d883c462e6cd37b078b477d91883ce4063d07a3dbd2fe4

Observation e8045aa2-3586-42b4-ad8b-43377e5113d6 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 70

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no resolver link, observed 2026-08-04T09:50:49.603608Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T09:50:49.603608Z digest=sha256:4f85cb8f0634feb59d52e148d5308358675bec5e67f27726cf7bd160f696874e

Observation 67a8e721-d5be-4043-98b9-533a91454ff0 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 71

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no resolver link, observed 2026-08-04T09:50:49.675935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:49.675935Z digest=sha256:3fdce4b529802e701438bb739c044b9d5587d23b6a64585c4f8cdbcf3891e98d

Observation d6204829-2ac6-47d5-9156-08232c55bac6 · outbound

This paper cites ZeroSearch: Incentivize the Search Capability of LLMs without Searching.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation ZeroSearch: Incentivize the Search Capability of LLMs without Searching

Reference 72

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no resolver link, observed 2026-08-04T09:50:49.763839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:49.763839Z digest=sha256:441e0c4eb21f110759797fb7328d050d8e9e55aee8704c82e98daba6f3bdf42d

Observation ec05487c-90bd-4459-8756-a3c0a07c9226 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 73

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no resolver link, observed 2026-08-04T09:50:49.891301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:49.891301Z digest=sha256:39f92ce2a4502fe0a92901927d33437c0386d4ecb45d4066f88cd1e501a84478

Observation 557bad13-a4d3-4bbe-bfee-4c9ae2c3fb2e · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 74

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no resolver link, observed 2026-08-04T09:50:50.010794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:50.010794Z digest=sha256:5a31d65074fcf3873721a983ad13bd9cb127fa61608bbce8245fbdec360f2fba

Observation da610423-ac55-49c9-81b0-5fe9a6dc3c47 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 75

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no resolver link, observed 2026-08-04T09:50:50.081205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:50.081205Z digest=sha256:a57379efb19d4b6477ded91515752f65f68fbc7eab07ce9997b2b8a087f79a81

Observation 87e37e7a-f5b6-4e2d-b0b1-768b78054296 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 76

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no resolver link, observed 2026-08-04T09:50:50.203775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:50.203775Z digest=sha256:53449c26c1bd91189c88078f24af3e655316912c6464c23db933521b979ba5a6

Observation d5fb9fa9-b2a1-489b-8bfc-2cfc85f03b19 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 77

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no resolver link, observed 2026-08-04T09:50:50.271884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:50.271884Z digest=sha256:58ede234ee88a4e0318385da6c4d16c6a5eee3e33f402e5018e14f343dec885b

Observation bdd4d1db-c793-41da-ab9e-65725839cfbe · outbound

This paper cites StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization

Reference 78

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no resolver link, observed 2026-08-04T09:50:50.408334Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:50.408334Z digest=sha256:2cf19fb71ba38a9e7128e5eb4066db1bbcb3cbbdf8a54e13b74088097e385cc1

Observation c237fc69-59a9-4850-9785-2dd090b0145a · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 79

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no resolver link, observed 2026-08-04T09:50:50.524539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:50.524539Z digest=sha256:60f291b9204b86474486aca3d4a89b44c8d3e82fccac2b5ee6ff093854359732

Observation d21f9ce9-2d3a-44a0-9f04-0747a0b2863b · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 80

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Observation 9908f324-d758-4e14-923c-c3badfbd9bdc · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 81

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no resolver link, observed 2026-08-04T09:50:50.694962Z

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Observation 2cf9e3ad-3f30-4dd4-806f-7929073ae1ce · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 82

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Observation 3ece0e70-190c-4c01-9de1-38c84cc916a9 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 83

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Observation f5b1f353-fe9b-4449-b26e-38960bc0ec9d · outbound

This paper cites Qwen2.5 Technical Report.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Qwen2.5 Technical Report

Reference 84

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no resolver link, observed 2026-08-04T09:50:50.991626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 311928b8-a106-436e-8fd5-c94355dfbe12 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 85

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Observation 356f699e-e1e5-445f-8886-007a724b1e24 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 86

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no resolver link, observed 2026-08-04T09:50:51.242360Z

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Observation ab34bd58-93c8-4b0e-b3d8-75943d99bff6 · outbound

This paper cites Cognitive Mirage: A Review of Hallucinations in Large Language Models.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 87

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no resolver link, observed 2026-08-04T09:50:51.424099Z

Source-reported events for the cited work

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Observation ca187406-adb6-412c-ba36-3e651c0d0bc1 · outbound

This paper cites The Lessons of Developing Process Reward Models in Mathematical Reasoning.

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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unresolved
no resolver link, observed 2026-08-04T09:50:51.575668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:51.575668Z digest=sha256:ca6d373529a7b6778e4cd2b8e5d2d03bcc407ef02f27d5214ab7cc7e1798f53a

Observation 6f35d705-251a-4281-a182-3841362f4f59 · outbound

This paper cites R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning.

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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unresolved
no resolver link, observed 2026-08-04T09:50:51.764147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:51.764147Z digest=sha256:3aef0d84cdf3387943590cb23c73c6864fb55a7c6849cb9da09baa5595c3dc50

Observation 2d8356fc-08e0-4510-b9b8-f743c48a0cc3 · outbound

This paper cites an unresolved cited work.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Unresolved cited work

Reference 90

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no resolver link, observed 2026-08-04T09:50:51.935745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:51.935745Z digest=sha256:d28dfd3bf6016607d58c4e4a7e4dc87cd036206bffeb80e16f88da803ef636e7

Observation 33459221-4cd6-4337-a918-d94b23171702 · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Chi, Quoc V Le, and Denny Zhou

Reference 91

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no resolver link, observed 2026-08-04T09:50:52.106058Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-04T09:50:52.106058Z digest=sha256:9f82aef21e047dcfc367f155d6c5c4749e7b67a369c2f926f6ecc8908f305aa9

Observation 48c4a271-6025-4a0f-8119-478ea26fa896 · outbound

This paper cites online" 'onlinestring :=.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation online" 'onlinestring :=

Reference 92

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no resolver link, observed 2026-08-04T09:50:52.293631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:52.293631Z digest=sha256:85ad66b075447db5fb400c98724dd9aa03b963a38e6ae23b08fd98838cda2e8b

Observation 7ea627e7-e369-4d87-9f4d-cd85362ce93c · outbound

This paper cites write newline.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation write newline

Reference 93

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source=arxiv_source observed=2026-08-04T09:50:52.473479Z digest=sha256:e483a1257772d81b2ae176fa1ac2be26f7901cafb7daadc73f5ceb28b860d591

Pith citing papers

No inbound Pith citation observations are available.