Paper Citation Record · LEDGER

Contrastive Decoding Improves Reasoning in Large Language Models

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 32 inbound Pith citation observations for arXiv:2309.09117.

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

pith.paper-citation-record.v1
2309.09117 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 32 of 32 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:36:46.377209Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T20:40:07.875724Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9dc778e9-4f42-4b32-8e59-76691fbb5d30 · inbound

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models cites this paper.

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models Contrastive Decoding Improves Reasoning in Large Language Models

Reference 91

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T13:21:24.404046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b7c084ec-24d6-44da-8ad4-2832c6c9fb96 · inbound

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions cites this paper.

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Contrastive Decoding Improves Reasoning in Large Language Models

Reference 240

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:46:27.828717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d803cea1-dce9-4535-a639-98941da5e9bd · inbound

CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs cites this paper.

CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs Contrastive Decoding Improves Reasoning in Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T21:36:46.377209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e16d97b-8768-47c6-bced-d94a3fbfe0e6 · inbound

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering cites this paper.

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Contrastive Decoding Improves Reasoning in Large Language Models

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-12T18:28:48.291553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d11b4eef-350c-4aaf-be9a-137394f9ce2c · inbound

VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding cites this paper.

VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding Contrastive Decoding Improves Reasoning in Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T13:54:22.737586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acf1ed0b-174e-4538-a19d-d232d546d671 · inbound

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability cites this paper.

Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability Contrastive Decoding Improves Reasoning in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T05:43:31.769301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7de2abff-c358-47ce-9eb6-33423253b409 · inbound

When to Speak, When to Abstain: Contrastive Decoding with Abstention cites this paper.

When to Speak, When to Abstain: Contrastive Decoding with Abstention Contrastive Decoding Improves Reasoning in Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:06.380719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdbcbd86-e0f0-4584-98c4-4bd6ba7cdec5 · inbound

Cross-Modal Attention Calibration for LVLM Hallucination Mitigation cites this paper.

Cross-Modal Attention Calibration for LVLM Hallucination Mitigation Contrastive Decoding Improves Reasoning in Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T22:20:38.145361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f19e940-c736-4ddf-a7e1-fcbdc487e549 · inbound

TruthFlow: Truthful LLM Generation via Representation Flow Correction cites this paper.

TruthFlow: Truthful LLM Generation via Representation Flow Correction Contrastive Decoding Improves Reasoning in Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T22:23:28.424314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6174ef1-abbd-4bb5-946a-8c8cad82e328 · inbound

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE cites this paper.

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE Contrastive Decoding Improves Reasoning in Large Language Models

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-08T16:12:28.944851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91657d33-5845-424a-b4a1-1d318ee66575 · inbound

Large Language Models for Planning: A Comprehensive and Systematic Survey cites this paper.

Large Language Models for Planning: A Comprehensive and Systematic Survey Contrastive Decoding Improves Reasoning in Large Language Models

Reference 177

Resolution: unresolved; no resolver link, observed 2026-08-07T14:12:01.968522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e294d05-a7bc-4e71-ad47-653914eb12ba · inbound

Dual Debiasing for Noisy In-Context Learning for Text Generation cites this paper.

Dual Debiasing for Noisy In-Context Learning for Text Generation Contrastive Decoding Improves Reasoning in Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:12.909849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c2d88b2-495e-4d56-87bf-23ad4db61213 · inbound

EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding cites this paper.

EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding Contrastive Decoding Improves Reasoning in Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:12:18.745502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f0c5874-9f18-43ac-b566-9d1716200228 · inbound

Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs cites this paper.

Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs Contrastive Decoding Improves Reasoning in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:26.549292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78242598-fac4-4a9d-bb21-549d0253b68b · inbound

UCD: Unlearning in LLMs via Contrastive Decoding cites this paper.

UCD: Unlearning in LLMs via Contrastive Decoding Contrastive Decoding Improves Reasoning in Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:22:59.878544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8147f793-cb5c-4d50-b3c7-419e2442acbc · inbound

RAST: Reasoning Activation in LLMs via Small-model Transfer cites this paper.

RAST: Reasoning Activation in LLMs via Small-model Transfer Contrastive Decoding Improves Reasoning in Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:19:56.343155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2961f56e-2509-4f23-b931-61f638cca135 · inbound

CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs cites this paper.

CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs Contrastive Decoding Improves Reasoning in Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:01.567956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f88821a8-360d-4b67-a0ed-cb5b454bcc6c · inbound

DecoRTL: A Run-time Decoding Framework for RTL Code Generation with LLMs cites this paper.

DecoRTL: A Run-time Decoding Framework for RTL Code Generation with LLMs Contrastive Decoding Improves Reasoning in Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:40:19.307487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a49e8162-9180-4bfb-be70-28aa2f089017 · inbound

Exploring and Mitigating Fawning Hallucinations in Large Language Models cites this paper.

Exploring and Mitigating Fawning Hallucinations in Large Language Models Contrastive Decoding Improves Reasoning in Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T13:11:15.391802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc0efb4-8cf3-446b-9add-d6d1cfb1f359 · inbound

LightReasoner: Can Small Language Models Teach Large Language Models Reasoning? cites this paper.

LightReasoner: Can Small Language Models Teach Large Language Models Reasoning? Contrastive Decoding Improves Reasoning in Large Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-22T13:01:34.059881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5aac1986-8c54-4a81-9003-a0e5542a1eba · inbound

Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion cites this paper.

Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion Contrastive Decoding Improves Reasoning in Large Language Models

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:56:47.899545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0914f0de-c1a5-449b-8ca5-7e954b4d50a2 · inbound

Detoxification for LLM: From Dataset Itself cites this paper.

Detoxification for LLM: From Dataset Itself Contrastive Decoding Improves Reasoning in Large Language Models

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T03:08:59.141085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c7ffa415-f160-413c-b4d2-e96ae267356a · inbound

Mitigating Context-Memory Conflicts in LLMs through Dynamic Cognitive Reconciliation Decoding cites this paper.

Mitigating Context-Memory Conflicts in LLMs through Dynamic Cognitive Reconciliation Decoding Contrastive Decoding Improves Reasoning in Large Language Models

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:52:22.803005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 77c4244a-3a45-4ac8-a2e4-4b0b772441f9 · inbound

Reading the Finetuning Prior: Verbatim Content Recovery via Contrastive Decoding Diffing cites this paper.

Reading the Finetuning Prior: Verbatim Content Recovery via Contrastive Decoding Diffing Contrastive Decoding Improves Reasoning in Large Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:44:01.674494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ff1f7cee-ad92-4898-9c0e-9fd7fab9a142 · inbound

Guidance Contrastive Token Credit Assignment for Discrete Policy Optimization cites this paper.

Guidance Contrastive Token Credit Assignment for Discrete Policy Optimization Contrastive Decoding Improves Reasoning in Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-29T09:03:15.905847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 528a5542-e0d3-4b45-ac92-6f9df285a246 · inbound

YARD: Y-Architecture Register Decoding for Efficient Hallucination Mitigation in Large Vision-Language Models cites this paper.

YARD: Y-Architecture Register Decoding for Efficient Hallucination Mitigation in Large Vision-Language Models Contrastive Decoding Improves Reasoning in Large Language Models

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:22:46.923222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5a19aee7-c484-4a50-9b70-85e87dc4eaa9 · inbound

Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning cites this paper.

Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning Contrastive Decoding Improves Reasoning in Large Language Models

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:36:17.530007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 547819c0-f2a4-463d-b9dc-7d53e39cccce · inbound

Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time cites this paper.

Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time Contrastive Decoding Improves Reasoning in Large Language Models

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:26:21.629229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 520fdbcd-2a8e-438a-a373-b2a58f5e6fe5 · inbound

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents cites this paper.

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents Contrastive Decoding Improves Reasoning in Large Language Models

Reference 121

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:40:07.877305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 530be9af-9b05-45a5-8276-f01ace178b6b · inbound

Improving LLMs via Validator-to-Generator Alignment cites this paper.

Improving LLMs via Validator-to-Generator Alignment Contrastive Decoding Improves Reasoning in Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-12T07:52:00.900202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c0bbf0-d672-43f0-896f-cb3eb6f3e8c1 · inbound

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes cites this paper.

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes Contrastive Decoding Improves Reasoning in Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T12:06:58.232945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d09a2950-006e-4929-a5c3-06a546bc80b5 · inbound

Don't Mix Rewards, Mix Policies: Policy Decomposition and Optimization for Multi-Reward RL cites this paper.

Don't Mix Rewards, Mix Policies: Policy Decomposition and Optimization for Multi-Reward RL Contrastive Decoding Improves Reasoning in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T10:57:57.414627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.