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Paper Citation Record · LEDGER

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories

As of 23 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2607.06648.

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

pith.paper-citation-record.v1
2607.06648 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T00:27:52.555374Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

47 of 47 outbound references displayed

  • verified exact5
  • verified fuzzy27
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch14

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a371305-c9eb-4f08-a2b5-8e6516e3a569 · outbound

This paper cites Educational and psychological measurement , volume =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Educational and psychological measurement , volume =

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation e391aea2-05ed-4659-9978-139cdc67d650 · outbound

This paper cites biometrics , pages =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories biometrics , pages =

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation a2a81be7-313f-400c-be09-f8ed21b7af4a · outbound

This paper cites Physical therapy , volume =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Physical therapy , volume =

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation cdfaa80a-24fc-47dd-9cf6-06b32946e90c · outbound

This paper cites OpenAI blog , volume =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories OpenAI blog , volume =

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:2d9d5793930743195a5db77dab16359606449c63ece25fa1cd4b9de6eac8fc11

Observation 83f3cbe1-bbdf-40a7-a211-ada440f33e36 · outbound

This paper cites Jacovi and Y.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Jacovi and Y

Reference 5

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metadata mismatch
doi, observed 2026-07-11T00:37:42.197777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 9a26896a-cbd3-4e5c-bc24-46ba4bc16bf9 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2020 , pages=.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Findings of the Association for Computational Linguistics: EMNLP 2020 , pages=

Reference 6

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation ba26008e-27d6-41e7-bbb2-2ed11eb9e11e · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in neural information processing systems , volume =

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation f02029bf-3d06-4fef-9e5a-e4777a5ae3f0 · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in neural information processing systems , volume =

Reference 8

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation f9fdc016-d5a4-4e2f-86a2-f381df1c2055 · outbound

This paper cites Proceedings of the 58th annual meeting of the association for computational linguistics , pages =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Proceedings of the 58th annual meeting of the association for computational linguistics , pages =

Reference 9

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:4f7b20579281443d766bc4797e86594e0a2200e5782f1d5b2c56fd878862835d

Observation cf24b985-f187-4c4a-a30e-022bcb950a56 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories International Conference on Learning Representations (ICLR) , year =

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation a8a7359a-bbbb-4252-9636-511a415c67d4 · outbound

This paper cites an unresolved cited work.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 99fb3664-68cf-4ec2-b0c1-54c496acfd9b · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Training Verifiers to Solve Math Word Problems

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 731515d3-be21-4bbc-9a4b-71e8bc0a00cd · outbound

This paper cites Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 82f591b6-c2bf-456e-9160-fb60db30a37d · outbound

This paper cites 2022 , journal =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories 2022 , journal =

Reference 14

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verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.564246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:989c2c2650a4da647801fec99027a6eb3a319bf8a6018a11bbe2febbc7d1c1fa

Observation d0918552-e804-4623-b8ff-808b9a39b1ae · outbound

This paper cites 2022 , journal =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories 2022 , journal =

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:b3760014e89549d18d45a0ab011b1a0eb162326a57e94a6f25c7c290eae308ce

Observation 1fc4fdae-07bf-4b8d-84e6-75ff4154905e · outbound

This paper cites Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small

Reference 16

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local_arxiv, observed 2026-07-11T00:37:42.975310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:17de71ac327a46782967aa4b7c33f5a5d60844ed4c9108b9525a072e20dbbee0

Observation 7e83ad9e-fffa-4418-b4bf-086ccb2dc5a3 · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in neural information processing systems , volume =

Reference 17

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:4a55eba23bd930a90925505e3194477b37a11a864d4a2f200fbcd25ef57fbdd6

Observation 831ad6e6-8da5-487d-8b26-38d67207952e · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in neural information processing systems , volume =

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:c992b7335ed25c379da38a5f2af97281630d898b771a7b4cdb6c7b9928bbcc42

Observation 4c0c9816-10ae-42e7-87ec-9323e6d14c05 · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in Neural Information Processing Systems , volume=

Reference 19

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:686b3da8d8f0685fe313ac923e5122b04ec8c8456163398a59fee3d0b2d6de18

Observation 39efcabb-8451-449f-afeb-5ed53912d3a2 · outbound

This paper cites Faithfulness tests for natural language explanations.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Faithfulness tests for natural language explanations

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation f5e52bfe-4f1d-40d1-a64c-313dfcdfde4e · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in neural information processing systems , volume =

Reference 21

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:7d6fc92c634b274b79c2ccc73b71c41a2d14403183f8a68a325ab601b7f90950

Observation 4f2e8741-e4f7-4501-aad8-66a3ec3c71f1 · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in Neural Information Processing Systems , volume =

Reference 22

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verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.835047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:3f86b1e314b884e865aee52ca98c52c92f6619e2f860c1eec7656fff6a549348

Observation b2584409-3ab4-4959-8670-550d1ff60812 · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories The Eleventh International Conference on Learning Representations , year =

Reference 23

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verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.865414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:c21be80cfec8d867e6f1d7466144e71386f3baf21d1dd831d1d1fa38f8197579

Observation e893f640-2072-4c63-a9dc-17c7cb950519 · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Measuring Faithfulness in Chain-of-Thought Reasoning

Reference 24

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metadata mismatch
local_arxiv, observed 2026-07-11T00:37:43.077898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:bf0c52b3466eb4d1340c5f8f47dd4918b25633043a659479b726aa2653c5fddd

Observation e1fb7272-a97f-4903-836f-ed9f30dbf8a7 · outbound

This paper cites How to use and interpret activation patching.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories How to use and interpret activation patching

Reference 25

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metadata mismatch
local_arxiv, observed 2026-07-11T00:37:43.105083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:7875b16077ae55398d24fe3912a1b16e7c6e6d2421e8f3d7b6aa073e5d2b98af

Observation 10692d83-a157-48c4-8cf8-6c503edfb9d2 · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Training Large Language Models to Reason in a Continuous Latent Space

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T00:37:42.874294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:d906a51c79dc61d953d75c60c5b72da26e5625bd7e14a28855dba6979f667d8a

Observation faa683af-a1b4-4266-8f93-c83df83b90b5 · outbound

This paper cites Multiple-Choice Questions are Efficient and Robust LLM Evaluators.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Multiple-Choice Questions are Efficient and Robust LLM Evaluators

Reference 27

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metadata mismatch
local_arxiv, observed 2026-07-11T00:37:43.109438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:feadfece2270ed9fd228d9f0c7876c8abadd58a293a3619794be90aa669288d3

Observation 07a640f5-6b32-4368-94a6-3f76ccc4df60 · outbound

This paper cites From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

Reference 28

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T00:37:43.297401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:de1c8661e8e4ef90f1f6dab593284b50567faf9a62b2fdca0028995424a54465

Observation 8682b358-6d7a-4793-9833-bc880a804902 · outbound

This paper cites International Conference on Learning Representations , volume =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories International Conference on Learning Representations , volume =

Reference 29

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verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.747967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:c7c769b89b143a7321fb16bef7f5710197def31d6071726fb02436b38c109608

Observation d5d71f2d-e148-4dd0-b5c3-ef21f337fca4 · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in Neural Information Processing Systems , volume=

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.944832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:1abf73506ddc363607193734ed2c254839c16ef2dcf2e4e7bf1a2f159cb83230

Observation df2f29a8-e651-4534-abe7-e0c79524afec · outbound

This paper cites Towards Faithful Model Explanation in NLP : A Survey.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Towards Faithful Model Explanation in NLP : A Survey

Reference 31

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verified exact
doi, observed 2026-07-11T00:37:42.166469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:4971c06e3aa001b706d4055235266d21ed7f1135d5b07b2bc1401487f8e6b57f

Observation 0690f8a0-bc1f-4011-9ecf-28e18458a47c · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages =

Reference 32

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verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.901891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:08f775416f6389a6c98414982b9110656f94a7092e2dfcbee24bfa7ff8104626

Observation 1e37fd37-26a9-4202-81fd-6479279d4801 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =

Reference 33

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verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.723741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:427fa60ab8f7057fbb952e0036e9db58a71beb9852eddb73aa5a8cee2be8ff51

Observation ddf34b57-8542-4937-8107-2ec9681cd422 · outbound

This paper cites LLM Pretraining with Continuous Concepts.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories LLM Pretraining with Continuous Concepts

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-07-11T00:37:43.265957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:4fbab23a67659eed64befe12653a82208dbcc5c4d731f56e26a552ec0b80f2ff

Observation 535cf3a2-496e-4717-9e56-d4fcd642d05e · outbound

This paper cites 2025 , eprint =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories 2025 , eprint =

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.393283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:4c785738173bb6c1b4534bb612784a46b515087ce31cd730d7de95e9f85d8634

Observation 5b046e07-4705-484b-b8f5-ffa48ae63374 · outbound

This paper cites Reasoning beyond language: A comprehensive survey on latent chain-of-thought reasoning.arXiv preprint arXiv:2505.16782, 2025a.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Reasoning beyond language: A comprehensive survey on latent chain-of-thought reasoning.arXiv preprint arXiv:2505.16782, 2025a

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-11T00:37:43.329003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:dd5bd37680a8d94e4896368ee7b5c14eff9c44be08f3fa528fdc9b3facc08545

Observation b33c5ef4-1193-49ce-ba74-a80ad70bb53a · outbound

This paper cites question.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories question

Reference 37

Resolution
metadata mismatch
arxiv_id, observed 2026-07-11T00:37:43.040304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:775b5c159a2a7c90332a6dfaceaf08c71c469f72882f17eda982f6b374d0b8f3

Observation 4a6259d5-74b3-491d-830f-55eceb37740e · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Findings of the Association for Computational Linguistics: ACL 2025 , pages =

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.354626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:5a973c4e9c2a815bd54fe9677128f787b98144457d46c4822c182c96f7027e77

Observation 85fcb51a-52cf-41c4-afcb-74ece710fb61 · outbound

This paper cites Llms are single-threaded reasoners: Demystifying the working mechanism of soft thinking.arXiv preprint arXiv:2508.03440.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Llms are single-threaded reasoners: Demystifying the working mechanism of soft thinking.arXiv preprint arXiv:2508.03440

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-07-11T00:37:43.232773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:88bc63014d773755cc2a49b6eed2dca11407fa220d92020555b0fdc8aed7fc90

Observation 1bd8031a-7d4d-4f4d-8efd-7dc49510499b · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in Neural Information Processing Systems , volume =

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.316663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:b6373025d7a058d5ef0b95b25bbe73fc38b867313618601a824bd42ee030f06d

Observation bc69f7d2-01b4-47a9-b417-92b010a29990 · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in Neural Information Processing Systems , volume =

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.442488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:890825b625b65a66f0b9ba28e01219b7eeeb7ee521f7b38a14a27dee1974fc61

Observation 4e829f96-1fbc-401c-83dc-4881e4555b09 · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in Neural Information Processing Systems , volume =

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.421187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:0e533db7307cd06796f5eda5c31ecc3fbf70398276745f6423d65d23eda6778c

Observation e765cf0e-9c00-4679-bee1-0eeca84248fb · outbound

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

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Advances in Neural Information Processing Systems , volume =

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T00:37:53.256188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:482133fd650699641a9230dd84c1bed1539e2b5f56bcca6eb9b799952cf716af

Observation 49b4575d-1fe5-4421-a9f3-e0ff4f80706a · outbound

This paper cites Do latent-cot models think step-by-step? A mechanistic study on sequential reasoning tasks.CoRR, abs/2602.00449.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Do latent-cot models think step-by-step? A mechanistic study on sequential reasoning tasks.CoRR, abs/2602.00449

Reference 44

Resolution
metadata mismatch
arxiv_id, observed 2026-07-11T00:37:42.972881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:d01dafce73041e872c5e387208d542b0d2b5a339b0252e265ccf5df9b46c3c58

Observation af94fb36-8bb4-4d12-821d-77b2e5674e5e · outbound

This paper cites Dynamics Within Latent Chain-of-Thought: An Empirical Study of Causal Structure.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Dynamics Within Latent Chain-of-Thought: An Empirical Study of Causal Structure

Reference 45

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T00:37:43.136149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:463cf8ffd1e5c51c2e46eee236fe58c7e578b6dc2e68c83edf28760cc9a2870f

Observation 5841cf6e-6196-4c59-a1c1-0774728c6bc9 · outbound

This paper cites arXiv preprint arXiv:2602.22441 , year =.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories arXiv preprint arXiv:2602.22441 , year =

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-07-11T00:37:42.910897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:460caf13066fe04fdc52212734e6041aa14c7f6f03591d6ae83b1e1659abb590

Observation c82609a3-0d6b-48a0-b579-4083049fa746 · outbound

This paper cites Are Latent Reasoning Models Easily Interpretable?.

Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training Trajectories Are Latent Reasoning Models Easily Interpretable?

Reference 47

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T00:37:43.010111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-11T00:27:52.555374Z digest=sha256:a497bb093689e33cb881ccfa5f2cc2041c00b976bd6fec544e52cdb86623e4ec

Pith citing papers

No inbound Pith citation observations are available.