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Paper Citation Record · LEDGER

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories

As of 6 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2606.28589.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.28589 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-03T22:36:12.063779Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

49 of 49 outbound references displayed

  • verified exact5
  • verified fuzzy21
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch20

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation feaa2762-ef72-44ea-88fd-37ce4a0053a7 · outbound

This paper cites Findings of the association for computational linguistics: ACL 2023 , pages=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Findings of the association for computational linguistics: ACL 2023 , pages=

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.735682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:8b89e1acff2f4f8c5c8c4981abd41345d7d1e0fef3aee80a931ee01cdc1596da

Observation 6356f74c-4d3b-495f-a635-c2f27432f0a4 · outbound

This paper cites Reasoning with large language models, a survey.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Reasoning with large language models, a survey

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T22:39:01.059860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:74add8c9bbba9ebb0e95961c9b29910d784b1c7bbed7641b3754bd7b2d75f103

Observation 0f69fdf6-b615-4ec4-9164-7fe765585e25 · outbound

This paper cites arXiv preprint arXiv:2410.12854 , year=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories arXiv preprint arXiv:2410.12854 , year=

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-07-03T22:39:01.049160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:8b14cbc7d24f3a667a171b95dcc9cb5fdbd429735154a9e039636510b935f461

Observation 5fd4151d-3789-41ea-b097-54aca3a11441 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2025 , pages=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Findings of the Association for Computational Linguistics: EMNLP 2025 , pages=

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.741451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:62abc276f7d5bd3a22cbb68f26298f139ccb16280eac2147e88ddb4d7f4751a8

Observation c7da7a4a-9ba9-488a-93d3-e3a6fc9197a0 · outbound

This paper cites Advances in neural information processing systems , volume=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Advances in neural information processing systems , volume=

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.694498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:65148cefd53e35cf8aa995dc3ff6bdb09c803f22d6d177a75742c648cead2b31

Observation 2557c40f-936c-4447-a96b-648244eb7f8c · outbound

This paper cites Advances in neural information processing systems , volume=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Advances in neural information processing systems , volume=

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.743381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:5b5b5669d043c361e6e064356b075f4777248cbd4561f8a31c4dc44cde5cf111

Observation ef45ef04-b153-4ad8-9007-1baa7cd3e7c2 · outbound

This paper cites Proceedings of the 33rd annual ACM conference on human factors in computing systems , pages=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Proceedings of the 33rd annual ACM conference on human factors in computing systems , pages=

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.737616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:a3c3149d2a8e85cd296c5a09987ec66e58fb696f8f17333161bf45e4c8f39a0c

Observation 181a9a0c-4e1b-4fb7-bf54-8f7acc4ab6c9 · outbound

This paper cites Emily Pronin, Daniel Y Lin, and Lee Ross.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Emily Pronin, Daniel Y Lin, and Lee Ross

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-03T22:39:01.098110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:b0a3a70ebe24f3777738fbb98a6d89cc79122a450bca6ab3232437cf05835dc5

Observation eacbcff5-a4cb-4de9-8391-7827bb835313 · outbound

This paper cites Understanding Aha Moments: from External Observations to Internal Mechanisms.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Understanding Aha Moments: from External Observations to Internal Mechanisms

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T22:39:01.078467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:635ab626c2962b8f8aa02a5a647736f2ef811d59ebe50fab703cc332b2cdbec2

Observation 5181b87d-e9bc-4a90-af9d-44a36f3667de · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.724788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:67eb4bd5eb2ca44202f3443dc70b249b3e205c7ce7fc8f1e295fc0a8379d3b72

Observation 78ca2f85-dbab-4876-b947-a05df5c89eb9 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.714521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:1258629a607fd11aba77141ef09772c9abbc1fb5fb95f639afa8d9ef324ac127

Observation 64eb24f0-60b8-4db9-8356-a5cc2aa22bc0 · outbound

This paper cites Proceedings of the ACM on Web Conference 2025 , pages=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Proceedings of the ACM on Web Conference 2025 , pages=

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.716376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:339b761befdef4400025bc8864f1c06144ebd4398f97638d4721eef181457a70

Observation 8fc96621-ca82-4966-a6ef-538389ef822a · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Advances in Neural Information Processing Systems , volume=

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.718792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:45bc0646488edcf88f6e9637bf7f39d6549ecf67831c891f39b457a2f690145a

Observation d312a1c8-ec0d-4fc0-84fa-3a6062046f43 · outbound

This paper cites DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-03T22:39:01.056882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:26aa04b26dae8d73794673a984bba4fc292e2ada951067912074dea0d09a7a0b

Observation 36133355-522a-4618-a4d3-2afd72ad5056 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Advances in Neural Information Processing Systems , volume=

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.723200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:8d514afdb32f8b7fa1b139cfa8d3e02e5fcdae407ddf6d9cccbd5b9f38074657

Observation bad4c9bb-9a6a-441b-95e6-20dcfeeeee8b · outbound

This paper cites Balancing Stylization and Truth via Disentangled Representation Steering.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Balancing Stylization and Truth via Disentangled Representation Steering

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-03T22:39:01.092722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:06ae7a7e5d042484853a3800e9517239984633bc3f6da67c98f99fccace77c1f

Observation 88a784da-a2e8-47e7-8ace-a770a4131e67 · outbound

This paper cites arXiv preprint arXiv:2510.01243 , year=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories arXiv preprint arXiv:2510.01243 , year=

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-07-03T22:39:01.086969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:6e6e3cddb5b5c53f693ec3503c8e0c926d5dbc425cc41624587dec9ee6a8646a

Observation c81cd322-a1d7-45a8-9b52-4f8239d7bf7b · outbound

This paper cites Bogdan, Uzay Macar, Neel Nanda, and Arthur Conmy.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Bogdan, Uzay Macar, Neel Nanda, and Arthur Conmy

Reference 18

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T22:39:01.070558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:f390a3f4e9e0b79c0cb23c5d7d2d686f577148b5261023e7d1de517845cec8a9

Observation cadd2b89-9446-4555-9a54-2958d9c4aa57 · outbound

This paper cites Entropy Law: The Story Behind Data Compression and LLM Performance.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Entropy Law: The Story Behind Data Compression and LLM Performance

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T22:39:01.074028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:9eccd5001949b940826e708e2e6061f07f38077196aa38e97eae0c8d8b40e828

Observation 3bdd0f15-95e3-4afd-95ea-f948ae3bdf0c · outbound

This paper cites Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.095459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:c911eafd6c2a06aeabafe2ffa77afeecdfefe9c230fbc038ee99c05bcda38f11

Observation 5a05551c-256e-4dd2-8960-8968ed74ddf8 · outbound

This paper cites Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective

Reference 21

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.046322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:22b992184eb30265723c55d87bd9e6034e8acce08728baec715e3592735dba13

Observation 78c26d02-5a0c-4e35-8559-467c467cc95a · outbound

This paper cites Qwen Technical Report.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Qwen Technical Report

Reference 22

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.053869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:e05b411e8a954bf0bffd2328586b361a97c7d411c9455153f99b42f4517ec10f

Observation e1efd18f-cdc8-4a9d-9917-3494826ad554 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories LLaMA: Open and Efficient Foundation Language Models

Reference 23

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.109684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:744890d28178461a27fb09140ffa7e2185bf25b27194c18ea4994a7efc50841d

Observation 2b17606a-0dbb-4724-91a3-3b0ad16d32e0 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Evaluating Large Language Models Trained on Code

Reference 24

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.089489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:893951f758013c4b023f16c9da263c9702d86d8b82e746262a2685268a18ed83

Observation 0d397ef3-fc18-4b05-8691-04352cb645af · outbound

This paper cites Program Synthesis with Large Language Models.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Program Synthesis with Large Language Models

Reference 25

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.100966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:c7d902f2180d051296e8db37d661607da9109a648beba2d2f43dfbbfe36824bf

Observation 1f60ae21-2436-4792-8642-6fd1f1c402a0 · outbound

This paper cites GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T22:39:01.103776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:977f7ac72513f75c766f7e8ec2157783dae1cc70f21d425b7077fc54e253ec11

Observation 21167b9a-0531-46bb-a7bf-769d829c407b · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Measuring Mathematical Problem Solving With the MATH Dataset

Reference 27

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.062325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:e2be8648b29a9825dfecdb335b6770bb442a755d09891fcd9b4af1dfafc23344

Observation 5403534b-0f9c-4b1e-8b64-bce38968c920 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 28

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.051596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:437fd86990e03e91cb277ddcb62f5756e4bedfbca058ba68907e3c5088d9eafb

Observation 4a7c142d-35c2-44b6-866b-69309b9c177f · outbound

This paper cites The Twelfth International Conference on Learning Representations,.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories The Twelfth International Conference on Learning Representations,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.720118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:e5afd460e98980eb7b7eeaca074015333082d548bc9ca05e4d1d5ec8fa3e471d

Observation 67d35fa5-1f9a-499d-96d2-ea8d5a43aeed · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Representation Engineering: A Top-Down Approach to AI Transparency

Reference 30

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.081419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:5823d361825a0ccdd98ab4bc290c1768afe9dce176ba464f6ab56d1b813e5d6e

Observation a9351a4d-a2e6-4b33-b5a8-ce2fade32460 · outbound

This paper cites The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets

Reference 31

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.040774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:a3a53b7b1bdbea82aac341019919c66f168e20b4633d208765d14bf6f8ec5ac7

Observation f8dd6e72-4c3f-4c9c-93b2-77567aecbb73 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories The Twelfth International Conference on Learning Representations , year=

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.715939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:354c0f1910a022caed6f9686f65cc9ffeda348b688fb03a3ff4132550db75e56

Observation 69aad5da-4730-4245-9002-79fa576a724f · outbound

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

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 33

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metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.043457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:9f094222f0ae9dd703a882f94ce67be757c870314bad9ea4820d622633eb3ed9

Observation e3be2dd6-5def-407f-bcfb-7cec51c0f75e · outbound

This paper cites Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles , year=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles , year=

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.717687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:ed4745bb20ed769f2a762d83539ccf5751167d9b0aa4892fc71a1cbaa0ab3e32

Observation a454a111-71e6-4625-bb51-cd85a65b5c3e · outbound

This paper cites Is Your Code Generated by Chat.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Is Your Code Generated by Chat

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.722714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:f930cf0307fd36b8578f0ed72293b5aeddcd48519fda57ab7050658cf8bca359

Observation b6b124e5-b5d3-4eaa-8b6a-922c76a2fc53 · outbound

This paper cites 2013 , publisher=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories 2013 , publisher=

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.700658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:aa61fac74bd06ab13da91dd917c9e35308c5f10e91467d0fcb7a0b3d6dcd7a01

Observation b1871bf0-1770-43e9-8fdb-2fcd34b536f4 · outbound

This paper cites an unresolved cited work.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-07-05T00:20:28.728823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:a8207e221be7953184e7232516dd50a0fc6e7418c8b812f742ed7a29d958b2e8

Observation 16e90efb-5fda-415f-afc5-2494f89a8ee0 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.739504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:1a099562943d37ee23ee2a1402873f7e99979b5a22f8d945c4c4a07a353c2253

Observation 5b4e1c7b-af48-478e-9b76-59048b14b127 · outbound

This paper cites an unresolved cited work.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-07-05T00:20:28.711755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:bab9758986378e0436260b415268bf28edc98dfcf4867d6dc64ce3762dae3513

Observation 7e62f25f-6622-4813-9742-05a0b99e4aff · outbound

This paper cites Advances in neural information processing systems , volume=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Advances in neural information processing systems , volume=

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.731338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:6dd0776fb5d2bf6414d959a5340918422ae678104ab5318c26310978b2812186

Observation 2bf52c5b-45fb-41c5-a55e-844b9475e13c · outbound

This paper cites an unresolved cited work.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-07-05T00:20:28.707487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:b17ade63cb3c7b0e24b6696ae703ef1430f935dff59c2c2693018703171b77da

Observation 2db38224-1b7c-40d6-b225-a2a525f8530e · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Advances in Neural Information Processing Systems , volume=

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.726731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:f222bc9487d2e2b0d08d95520acf8d8710846dfc0a198a66205429f443efbe51

Observation 8d5ecc10-84b3-4482-b848-601b62fd3664 · outbound

This paper cites LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models

Reference 43

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.067421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:90136ccc5a1cec664755c6b518157090669fc557fb79a48c4ed9f68d001d4ea6

Observation 663d4f1e-9172-44db-af8d-b264ab4c2098 · outbound

This paper cites Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.714167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:9e3f472391e3021d7289a2a9456ae5034cbcb74b5331cae75b9e16c1aa91317c

Observation 5a1429f6-47b4-46d2-83cf-5bd27b0b6dab · outbound

This paper cites Raoyuan Zhao, Abdullatif Köksal, Ali Modarressi, Michael A.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Raoyuan Zhao, Abdullatif Köksal, Ali Modarressi, Michael A

Reference 45

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T22:39:01.106956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:2541f3814395cc834de36591fffc26f1f430b2cab0ee342f2f134430ed38e2ed

Observation 951e6bce-e0d9-44ad-bcdd-96b96ef8cca4 · outbound

This paper cites ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs

Reference 46

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.084360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:b0c05fe34e03643adfbb424fcf9e45fab6035cbfd1e05b4c41c120dd0ac45271

Observation b59d7e84-9bc8-47ca-9162-60079e68950c · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.733605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:489abf3dc38eaf2456c072af879a9a459ac8a5efa10fe8a55aa6452d574236c4

Observation a79feaab-bfba-47df-8533-29e901f1fc16 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-05T00:20:28.725002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:98f081954d943f9ab93dd5820e05cc4b75c8ed53ca7492f46eaa4c4e47ef330b

Observation b5f77c1e-d094-4bde-9e15-9bde13346be0 · outbound

This paper cites GraphWalker: Patient Analogy Meets Information Gain for Clinical Reasoning with Large Language Models.

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories GraphWalker: Patient Analogy Meets Information Gain for Clinical Reasoning with Large Language Models

Reference 49

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T22:39:01.064894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-07-03T22:36:12.063779Z digest=sha256:1e26b6460ced727c8980239b5a837fca42c3936ba0c0ce75ffe3587d30498a7c

Pith citing papers

No inbound Pith citation observations are available.