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Paper Citation Record · LEDGER

Decoupled Contrastive Decoding via Expert-Aligned Drafting

As of 18 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2608.12913.

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

pith.paper-citation-record.v1
2608.12913 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:49:47.335765Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

65 of 65 outbound references displayed

  • verified exact1
  • verified fuzzy18
  • unresolved46
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2cd7f077-ec76-4bbb-bcd5-b01b1cdfed04 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 1

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2c6ecfc4-2157-47c9-9f3f-dcc36be70d86 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Evaluating Large Language Models Trained on Code

Reference 3

Resolution
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no resolver link, observed 2026-08-15T20:49:46.752187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.752187Z digest=sha256:da7d6cb8d17d1fa582487d54f9d1f1c785c4db1d52010a3c5eff997963798f3e

Observation 82f2a52c-3352-4c86-a625-99c909ba4c64 · outbound

This paper cites Glass, and Pengcheng He.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Glass, and Pengcheng He

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 9c3830cb-611a-4a9b-8a51-af60be6be996 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 6

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.770634Z digest=sha256:6b26e7a3304bbbd388da3e354d1df1cdb12ecaf13bd81b04d3e706ddfb9472d6

Observation 9bbf0ab6-82d2-4888-be69-c5d0e7ff0a31 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:49:48.496755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 8c9e121a-a201-42ed-b120-89ab421d6955 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 8

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.781901Z digest=sha256:342ba042b71fe65724bbab1b96e75951b1605953e3da410f4320d1d0e54fc67d

Observation c0f2e322-9d7d-4a18-9b00-6b8dd25ab99d · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 9

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 690eec34-20ee-48b5-bd0e-44579b962a5e · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 10

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.793236Z digest=sha256:d2a48675779f484735a005ded38e958eeb45dbb5d19c51361dede10c353cfcb6

Observation 24877b7b-77dd-4af8-b1ab-554224a76fe0 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 11

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.798657Z digest=sha256:5297a7cae0f865e6a8ffecf0c3649ec76edc4e3208b91588aa4af51ff31e302d

Observation d7b46971-c1ad-43f2-976c-a658b49da782 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 12

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.803979Z digest=sha256:f44f2b5f3fe072a1de4f8583ecb58847add4e0acf321ac6930bc0ed640aecfd0

Observation c9ad39bf-6dde-4128-bc07-0b5fd0d51414 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 13

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0e06661d-efae-4661-a436-d278ca1351d1 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 14

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9f23dc9d-fd16-44a7-9ac6-c6258fb48d8b · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation ee593e2f-a71a-4db5-9f83-5becf46b8794 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 16

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dbe233dc-11d7-416e-849c-a95b65eac25a · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 17

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1e50fe5a-5e3f-432c-9bc6-94547429b90b · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation a1060eb1-e95d-45e3-81f8-320ed17fa754 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 20

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 389185d8-5d1f-4b5d-82d1-1e1197caccc2 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 21

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation aaa5281f-3108-45b2-808a-13998366d0a8 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 25

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a1d7b2ea-fe13-474c-a7b9-91568dc56a11 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 27

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e4fc58af-0d5f-4bca-ae11-7ea9179696f9 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 28

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8ede89fd-c988-4016-bc27-4d7f74984819 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 29

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ff0b0afb-272b-41a1-98b3-262587f26d40 · outbound

This paper cites Gonzalez, Clark W.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Gonzalez, Clark W

Reference 30

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation f0597065-e18a-48a0-86e9-ada9e69f3f16 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 31

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e0cce9e7-b85d-4195-b4bc-92b2b4fe8722 · outbound

This paper cites Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding

Reference 32

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c612a9fe-2b2e-4d2e-b2df-ea927fc9ea76 · outbound

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Decoupled Contrastive Decoding via Expert-Aligned Drafting International Conference on Machine Learning , pages=

Reference 33

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4effb9d7-a2ab-441b-b8a8-4f50f5a29651 · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Accelerating Large Language Model Decoding with Speculative Sampling

Reference 34

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation aeaf58cc-4fa4-497b-b791-550e01c09e4e · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 35

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 13387fb1-f8d3-4a63-8f19-61687c8198f0 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 36

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 2c835b04-434c-45ba-9ce3-e098362774ea · outbound

This paper cites Forty-first International Conference on Machine Learning,.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Forty-first International Conference on Machine Learning,

Reference 37

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 75acae58-8d2a-4c0a-a20a-01042186ffea · outbound

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Decoupled Contrastive Decoding via Expert-Aligned Drafting Advances in Neural Information Processing Systems , volume=

Reference 38

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b734d81d-c8d8-4593-b28e-13658fdc721d · outbound

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Decoupled Contrastive Decoding via Expert-Aligned Drafting Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=

Reference 39

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 3bb03261-8e5a-4054-b955-ffc51228fdd8 · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Forty-second International Conference on Machine Learning , year=

Reference 40

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4686bf51-3836-4162-9a51-c798762a7aeb · outbound

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Decoupled Contrastive Decoding via Expert-Aligned Drafting Proceedings of machine learning and systems , volume=

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6982cee4-6685-48b8-8d6a-6b7dc8dd5ae2 · outbound

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Decoupled Contrastive Decoding via Expert-Aligned Drafting International conference on machine learning , pages=

Reference 42

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fb746fd5-74de-4581-b478-587a707b05b8 · outbound

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Decoupled Contrastive Decoding via Expert-Aligned Drafting 2023 , journal=

Reference 43

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8f78eedb-e58d-4173-885f-efc5bfb0ceff · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Distilling the Knowledge in a Neural Network

Reference 44

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fe8d3377-f86f-42e8-8d2e-878be8647089 · outbound

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Decoupled Contrastive Decoding via Expert-Aligned Drafting Reasoning with Large Language Models, a Survey , journal =

Reference 45

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 94286d04-07bc-42fe-81f5-c02bcb4f89af · outbound

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Decoupled Contrastive Decoding via Expert-Aligned Drafting 2025 , url =

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:48.093177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.104015Z digest=sha256:47461d03eb89ffe051c1e079c89d0c87c0370f1a778d06ee1b07780c4558d76c

Observation a84cfe99-9550-4a27-a688-4d608083da44 · outbound

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

Decoupled Contrastive Decoding via Expert-Aligned Drafting Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:48.067681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.109694Z digest=sha256:53f945dacdfce5ab55b92e5cb334abee43fcde4a7af57b7f0c1cad96076282b6

Observation 013f570c-8dc0-4c7f-aed8-3416eb4aa72d · outbound

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

Decoupled Contrastive Decoding via Expert-Aligned Drafting The Twelfth International Conference on Learning Representations,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:48.046692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.114781Z digest=sha256:62670e531d428d6a2c55a1f5a2b5672261fbfd3f94d449ac536d0bf9ba35a1a1

Observation ae571aa0-2ff4-4a0b-99da-65237e167bf6 · outbound

This paper cites Decoding-time Realignment of Language Models , booktitle =.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Decoding-time Realignment of Language Models , booktitle =

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:48.022170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.173579Z digest=sha256:ca092304cf5e6d141b69d682c5dc64044d8465f98ee59fc92f5fe0b2cee99ae7

Observation 278a8ca5-df50-4ec0-b746-5e3687bdb127 · outbound

This paper cites an unresolved cited work.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:49:47.999549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.204060Z digest=sha256:ccd5c5f8d45ca1882252a3323515b21bf5116e78201e88d0df4d4fce880d1241

Observation 2529635e-5c71-4721-bb54-3f0eed3f3895 · outbound

This paper cites Graph-Structured Speculative Decoding , booktitle =.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Graph-Structured Speculative Decoding , booktitle =

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:47.980105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.210332Z digest=sha256:0a8b0405274ab48de8fc9985ddf25e342c9a1f369b41d5b6f5f529d5d6f32c96

Observation bfa0250b-7691-4732-ad3c-237790c6cc38 · outbound

This paper cites Smith and Simon S.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Smith and Simon S

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:47.958154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.216184Z digest=sha256:947ac84b74e7ea2980616129c2d9e04efc156c9514811a54479d4039a0848a52

Observation 3da35cd0-ebbb-4917-a915-bd8217f9cb2a · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.222625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.222625Z digest=sha256:a4b49badf1eaa1bf29c1a129567280d412ccf8aa51c92053632a28f77946899d

Observation 7a591cf4-06b7-4fd7-8e75-105a5825d4b4 · outbound

This paper cites arXiv e-prints , pages=.

Decoupled Contrastive Decoding via Expert-Aligned Drafting arXiv e-prints , pages=

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.228562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.228562Z digest=sha256:a8ca7628c1a5fa74a892794c314b10a7dcd2728b5a841d596f37dd3c05e14fde

Observation ed618581-d03d-4d69-8df8-86c0f2a416d8 · outbound

This paper cites Qwen3 Technical Report.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Qwen3 Technical Report

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.234454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.234454Z digest=sha256:0dcfd70e970d61413b4ad77dfecab6980a83e5b253fcc36af48255fb54bbf901

Observation 52b3b0fe-9d94-4502-9acf-e3ad68d72aef · outbound

This paper cites and Barrett, Clark W.

Decoupled Contrastive Decoding via Expert-Aligned Drafting and Barrett, Clark W

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:47.926552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.241605Z digest=sha256:ccbd1180bccd17deb1b70851967cf303642259dcbcb4e568f315015112cf4715

Observation f7a11b37-dfb3-4c0f-ac3d-846746cc0d27 · outbound

This paper cites 2021 , eprint=.

Decoupled Contrastive Decoding via Expert-Aligned Drafting 2021 , eprint=

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.247107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.247107Z digest=sha256:6dc94a2823613a0f5332ec1637e73e9f537a702dbcb6b3b7ef4bbef7a7e92b55

Observation 0755bc3d-f4f9-4b95-9b24-79e7afe281ad · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Training Verifiers to Solve Math Word Problems

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.252787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.252787Z digest=sha256:a97d548e211137ffbf5bc3c7970133c63622121536234403b765205c8dad12ce

Observation 6c7623f3-cfaa-45b2-a109-67a9f96f1dd9 · outbound

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

Decoupled Contrastive Decoding via Expert-Aligned Drafting Proceedings of the International Conference on Learning Representations (ICLR) , year=

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.258776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.258776Z digest=sha256:d2e7a9d17c9c423bba8f9f4472c798b208a8251ca199d1f8a89c99dc8e5984a5

Observation 37a6c5ce-de61-44e8-ad14-92aab15166d8 · outbound

This paper cites and Manning, Christopher D.

Decoupled Contrastive Decoding via Expert-Aligned Drafting and Manning, Christopher D

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.264989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.264989Z digest=sha256:930201f92f03d39ef0cf28ee064af7119834e47b319db943ff0a4d8a3aaf2ebd

Observation c94cad74-22ce-46e9-9c2d-a0e98b790476 · outbound

This paper cites International Conference on Machine Learning , year =.

Decoupled Contrastive Decoding via Expert-Aligned Drafting International Conference on Machine Learning , year =

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.270640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.270640Z digest=sha256:ed7f61d1b4b8284d831050806260865dc5ab985e84d58e90d43a1ec054e9d174

Observation ed3c2164-88f8-4185-bcf6-c06da5abd4eb · outbound

This paper cites Empirical Methods in Natural Language Processing , year =.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Empirical Methods in Natural Language Processing , year =

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.276907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.276907Z digest=sha256:94039c7edfef33835963e33b48befcbb18fd75ae64747c8da5130a91fe401901

Observation a5753e66-92c3-4d86-b0cf-67d3fa0442bd · outbound

This paper cites Annual Conference on Neural Information Processing Systems , year =.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Annual Conference on Neural Information Processing Systems , year =

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.282053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.282053Z digest=sha256:e6acd94d936e09ef71b4f129060d3959373fc1401c669dadf6c11706713c64f2

Observation 043d8081-d4a3-4d57-ab62-8d29a906687b · outbound

This paper cites Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:47.842048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.289130Z digest=sha256:b1e37dd31ec027253903249e8213774350673cad2ccdde8c5d464bf11300ab8f

Observation 1f6391f1-915e-4df4-92b1-7453db5b0022 · outbound

This paper cites Contrastive Decoding Improves Reasoning in Large Language Models.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Contrastive Decoding Improves Reasoning in Large Language Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.295784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.295784Z digest=sha256:5fed92c8715defd56da573fe447e7348725667f7c0e71317b6ceb689c52892a6

Observation 7631b617-ae43-4ff8-909a-4c97c6f3b8d7 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.300607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.300607Z digest=sha256:fc949ba39a135a9d8531b40447f7775bf111699d13850469cae67cef1af054ee

Observation 6bfcc53d-bc06-4721-991a-d9d39a63003d · outbound

This paper cites Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding , booktitle =.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding , booktitle =

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:47.811135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.305718Z digest=sha256:ea1f0750a12bb3e970cec9fd4e1fe122d5da1e1b8da97c8c8ac2164d68600445

Observation 0854683a-1627-4ed5-b620-9a39239e3261 · outbound

This paper cites Tuning Language Models by Proxy.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Tuning Language Models by Proxy

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.311952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.311952Z digest=sha256:cf55854a187f4670922526ea29f6b2e6aab2ff84b0fe7bbc3926ad183da3885e

Observation 9f10b49a-11a9-4d8a-b554-60339e79ae82 · outbound

This paper cites Manning , title =.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Manning , title =

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:47.793389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.317404Z digest=sha256:88abd144e213c13c5996fca94bcde3f2d6ee8562012592942d03952925082af8

Observation a7b75245-d229-4ac3-bce7-0960cd0597bb · outbound

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

Decoupled Contrastive Decoding via Expert-Aligned Drafting The Twelfth International Conference on Learning Representations,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:47.774088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.322956Z digest=sha256:7537f83af8a5483fd64e7b6919e0ec4631dd6b1fab39be59e9ebd8467ecc602d

Observation c035506c-de12-4dfe-a60b-068781084694 · outbound

This paper cites Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding , booktitle =.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding , booktitle =

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:47.754554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.327887Z digest=sha256:42e4000d7557a2513cf424e0dfecf87ff2f62e24d117ebdac3cddb25db2a9e61

Observation 022ce57b-fdcc-486e-b59b-fe6c738235aa · outbound

This paper cites Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts , booktitle =.

Decoupled Contrastive Decoding via Expert-Aligned Drafting Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts , booktitle =

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:47.733097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T20:49:47.335765Z digest=sha256:7518ad2e96f6c729ca93efce6feb15d52dafafa7ff6ee002194c3fc49cffc862

Pith citing papers

No inbound Pith citation observations are available.