Pith. sign in

Paper Citation Record · LEDGER

Decoupled Contrastive Decoding via Expert-Aligned Drafting

As of 19 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
unresolved
raw_fallback, observed 2026-08-15T20:49:48.535296Z

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=2026-08-15T20:49:46.737359Z digest=sha256:9e0f654e44a8d08e2898e89d13a5ddd4236fe2c62ad4fddfb3fa836a5b3e5a80

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
unresolved
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:cbce2383c2964d018d0a1d56eb43d8836732f71783b99a2869085b802059d6d7

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
raw_fallback, observed 2026-08-15T20:49:48.515637Z

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=2026-08-15T20:49:46.757900Z digest=sha256:11f4fce8cce62a7acca063ff59ff54a5079973bc36b68c3695b06eb50d83822d

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
no resolver link, observed 2026-08-15T20:49:46.770634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.770634Z digest=sha256:8ef57f7b62bf043fa57afbe63a154656742c25b0b51bdb13f6ec24fc009d0787

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.

source=arxiv_source observed=2026-08-15T20:49:46.777211Z digest=sha256:1a9f7c07587265fa49b975279344053ae4a5d16b490078858f73960fdb0fba0c

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
no resolver link, observed 2026-08-15T20:49:46.781901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.781901Z digest=sha256:75d9230777654912286c39eab83d77d06234fbe72d4501c1ec3668dcb2fb1571

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
doi, observed 2026-08-15T20:49:47.586056Z

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=2026-08-15T20:49:46.787636Z digest=sha256:d27de5a503191f59b168767ccdd047d7fc2b92477bd68350d3ceffd0a02ab317

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
no resolver link, observed 2026-08-15T20:49:46.793236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.793236Z digest=sha256:bf6d9da0099262a9a139ce7b0f0cb3af9716e5f027ef3c9b4a1fe63d3435e10b

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
no resolver link, observed 2026-08-15T20:49:46.798657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.798657Z digest=sha256:ccee71c3d372a38f9e7f83cc0419d876a874adc90401dce6052aa91241308c30

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
unresolved
no resolver link, observed 2026-08-15T20:49:46.803979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.803979Z digest=sha256:e739a4f2a736a938bc49c4ebc7bbde9432d338735af2a5885784aa3d41fbee8b

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
no resolver link, observed 2026-08-15T20:49:46.808977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.808977Z digest=sha256:5615abb24704a8813a47f69a9c57eb2a6f1e6c53cbb2c2a7ba874d10a97cbf29

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
no resolver link, observed 2026-08-15T20:49:46.814013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.814013Z digest=sha256:324615630ed4a3cd9cfbd67480251afb804399f41ed10fc28e108d0af7bfc0ac

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
unresolved
raw_fallback, observed 2026-08-15T20:49:48.420675Z

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=2026-08-15T20:49:46.819164Z digest=sha256:1c2333bbd8d47a7c78916686744e86383e5dd66ef743e8a53ef417333cddd43f

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
no resolver link, observed 2026-08-15T20:49:46.825669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.825669Z digest=sha256:d1beb26dc264dd5e6ebf22241d158b4531250e998b6d4822e6f5febf2b3b5200

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
unresolved
no resolver link, observed 2026-08-15T20:49:46.833387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.833387Z digest=sha256:22ae20268dd6c5d7235b7ce1ec7a7f86292f0e9de1bde33612698e7b372040ac

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
unresolved
raw_fallback, observed 2026-08-15T20:49:48.375899Z

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=2026-08-15T20:49:46.838196Z digest=sha256:9d82d924760b2870ddf26077c3ef92ede39af5da1f42f2a9401c40f1688f3b5d

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
unresolved
raw_fallback, observed 2026-08-15T20:49:48.355169Z

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=2026-08-15T20:49:46.849421Z digest=sha256:4d2185f0729a92453a5147870ad9cd04c46c93ef154ca87f78c82505564ed086

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
raw_fallback, observed 2026-08-15T20:49:48.335932Z

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=2026-08-15T20:49:46.854416Z digest=sha256:bde7a8b65f9dc50c5fdb46b2ecd14fd72b9458cf43e1b55221e6038096efcef2

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
unresolved
no resolver link, observed 2026-08-15T20:49:46.879157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.879157Z digest=sha256:edd7217d578c8d7695488e796556c3011efd89def20e7d1f9811a25e529c4bfa

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
unresolved
raw_fallback, observed 2026-08-15T20:49:48.315894Z

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=2026-08-15T20:49:46.890358Z digest=sha256:1c34bcebfd727e4597398b925cdba9bb9127891c907d704de118af79b1d74051

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
unresolved
no resolver link, observed 2026-08-15T20:49:46.895922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.895922Z digest=sha256:7151ba809479ab204d6f6faa6efffdeb49071f997aafbdb3ddd8a022f9260452

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
unresolved
no resolver link, observed 2026-08-15T20:49:46.901163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.901163Z digest=sha256:2d427036e2f6cda86d24e8a0cf305dedce6ee33a8eea4c3a93a747286c69546d

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
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:48.296070Z

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=2026-08-15T20:49:46.908661Z digest=sha256:9a47c6f28dfe70b913ab4a7429e0fa4383cf885ca5b43dfa578ac6c2b3562c2b

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
unresolved
raw_fallback, observed 2026-08-15T20:49:48.278112Z

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=2026-08-15T20:49:46.914973Z digest=sha256:dacad4f0966229ec93721fb1ce051bccc4a731ec80d213f495d6b29a51ffd117

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
unresolved
no resolver link, observed 2026-08-15T20:49:46.922916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.922916Z digest=sha256:3dcd685c4a2861ec0a5937a293b529e439e67d8187c202e1bae3b9d99e020454

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

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

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

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:46.929559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.929559Z digest=sha256:6b903c61a42a24efdfe6ed6dce680d272885b7a3d66715aa74652089fc517094

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
no resolver link, observed 2026-08-15T20:49:46.934467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.934467Z digest=sha256:524351ad532f22f0c449a1149b22b5a8028bbe424950e43db50a909ce22d8554

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
unresolved
raw_fallback, observed 2026-08-15T20:49:48.245410Z

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=2026-08-15T20:49:46.947299Z digest=sha256:97d9d38b8b7036d0fac8a28bcc59d0dc82cd0e7efad027fb87afc6d8fa137e50

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
unresolved
raw_fallback, observed 2026-08-15T20:49:48.226701Z

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=2026-08-15T20:49:46.953471Z digest=sha256:50c08ccfbc17f7874022e2739d04c60d4b561bcea40de7bdeccc5e1e046500f2

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
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:48.207824Z

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=2026-08-15T20:49:46.959944Z digest=sha256:e44d79faa8be294ef9411890690617249a19e3135a3eaab8991208aafbcdc977

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

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

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

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:46.966808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:46.966808Z digest=sha256:8f8c66fc83883af15494ed809b8527d235bec1d170807b8372e5dd450ef90957

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

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=.

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
raw_fallback, observed 2026-08-15T20:49:48.177462Z

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=2026-08-15T20:49:46.973215Z digest=sha256:dd5d29708f3d0335121ea4c125f58bfebad5d1b23f321e5f69347af289d31722

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
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:48.155966Z

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=2026-08-15T20:49:46.979091Z digest=sha256:3400b8cc35efff33f977adecd37e1f1e77f68510545ad281c8f79c49dce0856c

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

This paper cites Proceedings of machine learning and systems , volume=.

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

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.015024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.015024Z digest=sha256:3427135f523d6237343ea885b33ed64c973b611cd789cf091717ee3e2382d667

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

This paper cites International conference on machine learning , pages=.

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

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.059961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.059961Z digest=sha256:6a6f1a50ea90297503194eade4385093fe0c034ed4f8bddd5fb880dac45e20ce

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

This paper cites 2023 , journal=.

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

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.078976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.078976Z digest=sha256:adc7023bfb5729167d886adb6100d8eb6833bf3dc1889c3b7dfc1496ebb11198

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
unresolved
no resolver link, observed 2026-08-15T20:49:47.089762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.089762Z digest=sha256:a958f6be66a237cfd2c7ee840be570150ec4a4878d83fdd9f6538f9cadcd33c1

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

This paper cites Reasoning with Large Language Models, a Survey , journal =.

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

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:47.098845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:49:47.098845Z digest=sha256:108f14366a4dc6552df9af7d056d6e74ba2748182168ae0ee39b365c7b7cad15

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

This paper cites 2025 , url =.

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=sha256:412e89eb1cc114f69ac9092dbd573b6846ac3bc0006b098ba88d4fe22af97956

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=sha256:4c92ac27712cfba6329ae48bd4b0e71275fd190ed464704604a97a66f2a6d2e9

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:aead23dcfd88e79656379c044d653fa5f6c1487796882a90e7405ad8c9c68f04

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=sha256:3a630aaa3e9529ee91be3d291a1b6359b2715a4be3a0742a569b24f5f06df338

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=sha256:17a4d6cc028a9d662d7df3e6ec438c77a79793d73929dddcf6a7b980e0db3230

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=sha256:653b9cf9a6538b69f20df7f766fc9bcf5d7fd4a47b8ee03c35733f539afce7fb

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:b1f56d7b7b4d401991be90600fea150e03f36d216448bf374849e5bfe55f941f

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=sha256:2c56fec6797efea663c3e4643fbe61f8b5050bde9d3254c99dc0c1bedc1a4cdd

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:d98c548be3024b125e4b9055aa895277268e53237b9303cc4699994743f3dd2f

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:ef03f596ae216d509d12c9dd92ec13115c8de9ad756df55ee0f30c8f93fc079f

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=sha256:66130a9050b1be124845c02b2a98e58ffc7ef88b19598b29d77227e5e0eec617

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:bdb2a6d71a60e3890f5ad60f2b9ef1d7b62137a4c17dda344cc7f6c59ec635ea

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:f91cf3dadca29167d91f7341ae3c751e96e8f5f81cd77041dfde865602150a81

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:c221f136fd2724cd404d3daaed895e2c6ac2d40cea8205376e6b5cc908294481

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=sha256:9d9dedec4efdcef5d7922c1493fa033b755a7ee8f8cf462739b7c628839518c2

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=sha256:124550e9c764bc41e680ccc5c3432f1b4884ad6dc47136d6f362372bb8a4e790

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:b121fb9c9724ef1ae1a76bb52478b6a5d6198069b7c844a3f863e7da20eaac76

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:b643fc0416d3e6bade8b9141f70928458aa9e81993bd26c0a4e1ead1e05b8d90

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:e02725b0cfdf09af2b37daf7487deefa852d47b51323ae830d645a12bf522b36

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:f4a31f13279ec27f4193988a971991d3b6c057a78bd65aafcb8f9bff47c1a2b3

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:dc127e3529988f7df322b737358bc375437ee3a787192ba5ffeddd468a69d718

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=sha256:842ce89b2d64c6bce1552163cda98b089a222fddede0b090e0088b8f3c65047e

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=sha256:2763583c49029405c80a763deaa4a0d2862bdd1d9ecb83cc26abcb9c23b99036

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=sha256:89f4f6ab3e2f16e17e7cd4b8be6ebcb007608cb3d734ce3efe192de4827389ea

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=sha256:1d178114ce980f5a13a7cec1e5cefa5b8441b0ca3d96b75ae0a7d21486ff6b1a

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:df8f21dccf526841e21f9c831718322da82ae30dfd1d415ee51381c82fb17e16

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=sha256:72d1cd0c66712bea4a1a97040f177f55f53dfc1116228a3b1b35d217c00dfc83

Pith citing papers

No inbound Pith citation observations are available.