Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T14:24:17.352476Z
Paper Citation Record · LEDGER
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
As of 16 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 9 inbound Pith citation observations for arXiv:2411.15382.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:03:03.714479Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-07T23:54:18.632920Z
Reference resolution
43 of 43 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved40
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b0a78f86-2070-43d7-929b-82358f28d0a1 · outbound
This paper cites The Llama 3 Herd of Models.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning The Llama 3 Herd of Models
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.176412Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d445693d-9f39-44e0-86d5-d5e68464a58e · outbound
This paper cites Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.181518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bd10571-8075-4aca-a56a-ef8a30fe26ba · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.922747Z
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 e326b0ba-e6c0-4551-8dad-baeff546aa1a · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Training Verifiers to Solve Math Word Problems
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.191316Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92879834-dd2d-49cd-8a06-69774d48d7f7 · outbound
This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning QLoRA: Efficient Finetuning of Quantized LLMs
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.196076Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8753e0a-7ec3-4794-a4de-b92f04fb847f · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.910046Z
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 69e3b68c-0d0e-42c7-a779-943a27ad9d3b · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.896307Z
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 ce562d01-5705-462b-bbc2-ca1888279301 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.882009Z
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 3cc084ed-966a-41e1-98c8-d1e478b7654c · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.868785Z
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 b174c3b8-8301-4830-80e6-cf9fdc37cd01 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.855609Z
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 d00f7aaf-e361-4547-a7b4-5802964ea77f · outbound
This paper cites Scaling Laws for Forgetting When Fine-Tuning Large Language Models.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Scaling Laws for Forgetting When Fine-Tuning Large Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.222096Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aae678ff-0407-4eee-b873-6d3283792ad6 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.842616Z
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 f182c942-970f-434a-b9d7-34746ab1a8a4 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.829937Z
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 c9355b11-133b-45e1-87de-e73028c77425 · outbound
This paper cites Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.235017Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69c773ad-5c85-4b1c-9044-b8b1d9234049 · outbound
This paper cites Measuring Faithfulness in Chain-of-Thought Reasoning.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Measuring Faithfulness in Chain-of-Thought Reasoning
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.239397Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99c8a68c-8e5d-4d72-9ab0-b747825ea297 · outbound
This paper cites A Survey of Large Language Models in Finance (FinLLMs).
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning A Survey of Large Language Models in Finance (FinLLMs)
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.243686Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8cad49a-c086-45e4-9f24-05dd8e1726dc · outbound
This paper cites Prototyping the use of Large Language Models (LLMs) for adult learning content creation at scale.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Prototyping the use of Large Language Models (LLMs) for adult learning content creation at scale
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.247822Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4afed34-3029-40cc-b9c2-fad914059fa1 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.252028Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98a37a3b-2f5e-42c0-89c1-3f7541c75751 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.808694Z
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 64cbfa99-d5cf-4c25-9d76-2221eddbe8b1 · outbound
This paper cites Rethinking Machine Unlearning for Large Language Models.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Rethinking Machine Unlearning for Large Language Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.260450Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1d3ea53-9d6d-41f9-b2d5-650347a7c15c · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.795783Z
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 fbb366a5-f6b4-4cdf-8dc9-77b206bab4e2 · outbound
This paper cites Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.268055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 647706b6-83de-49dc-a106-d8b91fd4824f · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.784152Z
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 fb6b5b6c-d196-41a5-a9cf-770a105c3281 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.771862Z
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 8d0a3ebc-8d2c-4f25-8652-324fb4bab0b5 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.278275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83549139-7d3a-4a23-b3f3-3f225481ef16 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.750931Z
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 efee3841-a578-4637-8df1-db9aa6f53c1f · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.738275Z
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 09c9f66b-716a-465e-83de-76649220c553 · outbound
This paper cites On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.290151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca5d3d02-54ee-4842-b6f0-7c61fbb6139d · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.725448Z
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 8da1a803-5e67-45bc-bb09-c81fa85ae908 · outbound
This paper cites unsloth (unsloth ai).
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning unsloth (unsloth ai)
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:24:17.712149Z
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 567afa96-db51-4fba-a3fc-d6200782f39e · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.302230Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c502a4f-5cbe-412e-88be-891f9cb8e17a · outbound
This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.305971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d878e5ed-ffd6-4eb8-8242-e9b5f721a577 · outbound
This paper cites Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, and William Fedus.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, and William Fedus
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:24:17.682092Z
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 1a5dabbd-5ed8-4c9f-b500-7b5e1b4d3c70 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.666996Z
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 28d6f015-7c40-4adb-8b2d-ea08214a98dc · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.653219Z
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 4d33a56c-df3a-4ee9-97d6-741fbc199341 · outbound
This paper cites Griffiths, Yuan Cao, and Karthik R Narasimhan.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Griffiths, Yuan Cao, and Karthik R Narasimhan
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T14:24:17.639947Z
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 b684fec9-18de-48ea-9610-706b292886dc · outbound
This paper cites DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.326743Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 548481f2-7ce5-4837-8f79-c5bfc155b277 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.625553Z
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 510118cc-6a3c-4bf3-a5ff-85b051e29b92 · outbound
This paper cites an unresolved cited work.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T14:24:17.611187Z
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 6cea2fa5-1558-4c3b-8c3d-4a08ec241e8a · outbound
This paper cites GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.339102Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 927ca31e-25e9-4bfe-b5a0-e12e62c215c6 · outbound
This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.343430Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6af73902-6ef2-44ff-b760-8cd1892dd0bd · outbound
This paper cites online" 'onlinestring :=.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning online" 'onlinestring :=
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.347827Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f20402d2-865e-47bc-b4f2-fb00b6ea24fc · outbound
This paper cites write newline.
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning write newline
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T14:24:17.352476Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation aaeb3d37-6a8f-4457-b6a0-506901052fcf · inbound
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models cites this paper.
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
Reference 81
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T21:20:59.386326Z
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 a0955a48-8953-4f53-951d-4365c6a4675d · inbound
Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects cites this paper.
Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
Reference 140
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:03:03.714479Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 711345b0-5fcf-4d58-aae5-ae6f48db94f9 · inbound
Teaching LLM to Reason: Reinforcement Learning from Algorithmic Problems without Code cites this paper.
Teaching LLM to Reason: Reinforcement Learning from Algorithmic Problems without Code On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:43:58.869826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72057777-9118-43ee-91a0-62aa9bcad154 · inbound
Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs cites this paper.
Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T06:54:07.985109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a049f12-727a-4458-8036-c5b83485e6fa · inbound
Semantic Communication with an LLM-enabled Knowledge Base cites this paper.
Semantic Communication with an LLM-enabled Knowledge Base On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:40:52.711363Z
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 58d86fd5-b8ba-42fa-9d2d-db3819e7062d · inbound
SeLaR: Selective Latent Reasoning in Large Language Models cites this paper.
SeLaR: Selective Latent Reasoning in Large Language Models On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T00:35:49.560947Z
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 f114fbe4-9d0a-4a94-8f33-3e96e65eb799 · inbound
Can You Break RLVER? Probing Adversarial Robustness of RL-Trained Empathetic Agents cites this paper.
Can You Break RLVER? Probing Adversarial Robustness of RL-Trained Empathetic Agents On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T01:40:51.740618Z
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 a6680905-f2cb-4092-b8f0-6f03eb68c920 · inbound
UNIPO: Unified Interactive Visual Explanation for RL Fine-Tuning Policy Optimization cites this paper.
UNIPO: Unified Interactive Visual Explanation for RL Fine-Tuning Policy Optimization On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T01:42:03.941730Z
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 7f8cabcf-572d-4300-830b-ea1b0229d63f · inbound
Reason, Reward, Refine: Step-Level Errors Corrections with Structured Feedback for Physics Reasoning in Small Language Models cites this paper.
Reason, Reward, Refine: Step-Level Errors Corrections with Structured Feedback for Physics Reasoning in Small Language Models On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
Reference 5
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-07T23:54:18.634937Z
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.