REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment | Paper Citation Record

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Advances in Neural Information Processing Systems , volume=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Training Verifiers to Solve Math Word Problems

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Measuring Mathematical Problem Solving With the

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Advances in Neural Information Processing Systems , year=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Advances in Neural Information Processing Systems , year=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Rejection Improves Reliability: Training

Reference 7

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment arXiv preprint arXiv:2602.02136 , year=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Journal of Machine Learning Research , volume=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Retrieval-Augmented Generation for Large Language Models: A Survey

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment How Language Model Hallucinations Can Snowball

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Are Reasoning Models More Prone to Hallucination?

Reference 14

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Qwen3 Technical Report

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Scaling Physical Reasoning with the

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Using an

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Advances in Neural Information Processing Systems , volume=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Advances in Neural Information Processing Systems , volume=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Advances in Neural Information Processing Systems , volume=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Solving math word problems with process- and outcome-based feedback

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2024 , url=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Language Models (Mostly) Know What They Know

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Proceedings of the 36th International Conference on Machine Learning , pages=

Reference 28

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics , pages=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Large Language Models Cannot Self-Correct Reasoning Yet

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment When Can

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Findings of the Association for Computational Linguistics: NAACL 2024 , pages=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics , pages=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics , pages=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Advances in Neural Information Processing Systems , volume=

Reference 36

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2024 , url=

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Don't Hallucinate, Abstain: Identifying

Reference 38

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment I Don't Know: Explicit Modeling of Uncertainty with an

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Scaling Relationship on Learning Mathematical Reasoning with Large Language Models

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Findings of the Association for Computational Linguistics: ACL 2024 , pages =

Reference 43

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment International Conference on Learning Representations , year =

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages =

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Math-Shepherd: Verify and Reinforce

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 1970 , doi =

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Nature , volume =

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Teaching Large Language Models to Express

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Transactions on Machine Learning Research , year =

Reference 50

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2026 , url =

Reference 51

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Self-Distillation Zero: Self-Revision Turns Binary Rewards into Dense Supervision

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2026 , eprint=

Reference 53

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment International Conference on Learning Representations , year=

Reference 54

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REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2021 , doi=

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:45:43.067247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da52833a-fa6e-46c1-8224-2fa63d2b14dc · outbound

This paper cites Think You Have Solved Question Answering? Try.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Think You Have Solved Question Answering? Try

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:45:43.059599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation de8a5b39-7619-42ee-8f17-f4eceb149c0c · outbound

This paper cites and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle=.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle=

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-12T00:45:42.677661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da0b292-d101-4e64-af3e-4b4a5e23b365 · outbound

This paper cites an unresolved cited work.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:45:43.047287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 788a1310-ff26-47a1-a900-b5b24777cd53 · outbound

This paper cites an unresolved cited work.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:45:43.040004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1d5acb2b-81fa-4ac7-995d-b68ff7200714 · outbound

This paper cites The Internal State of an.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment The Internal State of an

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:45:43.031864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e0d79ec8-cfc7-4a9a-829d-907c979c5347 · outbound

This paper cites Qwen2.5 Technical Report.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Qwen2.5 Technical Report

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T00:45:42.687761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38e35d1e-a4c7-4f20-b78e-88307b4757b0 · outbound

This paper cites an unresolved cited work.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-12T00:45:42.690427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0089e5f0-3a74-4019-bfe6-14442d5ec99d · outbound

This paper cites an unresolved cited work.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:45:43.020196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bba98609-54a8-4f62-9360-3e9465ae6ba8 · outbound

This paper cites 2025 , eprint=.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2025 , eprint=

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-12T00:45:42.695385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c525fd-80a0-4ea7-9bc5-67d6f97dc36d · outbound

This paper cites I Don't Know.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment I Don't Know

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:45:43.008415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b126023d-a47f-4835-8dfc-e4f6aead8e4a · outbound

This paper cites 2025 , eprint=.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2025 , eprint=

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-12T00:45:42.700523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81a83384-b16c-4b15-be0c-43c7c64cff7b · outbound

This paper cites 2026 , eprint=.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2026 , eprint=

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:45:42.995856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 03004fdf-c3ee-44a7-8b4d-7637d49b29f6 · outbound

This paper cites 2026 , eprint=.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2026 , eprint=

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:45:42.987991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation df879cd5-98d7-4cd4-ad1f-73275688be0b · outbound

This paper cites 2025 , eprint=.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2025 , eprint=

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:45:42.979802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fc4c8df7-5624-42c7-95a4-a9eb22ad9af9 · outbound

This paper cites 2026 , eprint=.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2026 , eprint=

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:45:42.971701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cb172c27-8d3c-4744-8282-257afcef76d3 · outbound

This paper cites arXiv preprint arXiv:2504.18564 , year=.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment arXiv preprint arXiv:2504.18564 , year=

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-12T00:45:42.712789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4104719-1634-46a3-bbe6-04f2c4f0ace9 · outbound

This paper cites DataShield: Uncovering Risky Fine-Tuning Data Across LLMs Through Consensus Subspace Alignment.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment DataShield: Uncovering Risky Fine-Tuning Data Across LLMs Through Consensus Subspace Alignment

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T00:45:42.715215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 538fe3e6-dc46-4892-bb56-cc105dce2965 · outbound

This paper cites 2025 , eprint=.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment 2025 , eprint=

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:45:42.963011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 679b5a61-7497-4210-b631-1606dd98aa09 · outbound

This paper cites Dynamic Jailbreaking Attack.

REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment Dynamic Jailbreaking Attack

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T00:45:42.720619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers