Paper Citation Record · LEDGER

Multi-Amateur Contrastive Decoding for Text Generation

As of 10 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2507.21086.

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

pith.paper-citation-record.v1
2507.21086 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:15.523727Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

40 of 40 outbound references displayed

verified exact2
verified fuzzy31
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f26949a-ebb1-4574-b1db-b0509b885728 · outbound

This paper cites Improving language understanding by generative pre -training,.

Multi-Amateur Contrastive Decoding for Text Generation Improving language understanding by generative pre -training,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:17.039888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 91545b75-7fc4-4803-a4bb-840cdcb9d2ee · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Multi-Amateur Contrastive Decoding for Text Generation OPT: Open Pre-trained Transformer Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:14.519879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 157d706a-b4d4-477e-b639-e701177c7c53 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

Multi-Amateur Contrastive Decoding for Text Generation Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.998605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1db1d82f-cfb9-412d-857f-732c6a653b1e · outbound

This paper cites Hierarchical neural story generation,.

Multi-Amateur Contrastive Decoding for Text Generation Hierarchical neural story generation,

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-06T23:28:16.008349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cd5cc837-74f5-4785-b8c5-cb8a882c2fef · outbound

This paper cites The curious case of neural text degeneration,.

Multi-Amateur Contrastive Decoding for Text Generation The curious case of neural text degeneration,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.972831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3f90f9b8-5c25-46b5-8ead-54bb139ce2c6 · outbound

This paper cites Locally typical sampling,.

Multi-Amateur Contrastive Decoding for Text Generation Locally typical sampling,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.937547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1202e497-fb40-4689-ac0c-3af4ce2fb53a · outbound

This paper cites Contrastive decoding: Open-ended text generation as optimization,.

Multi-Amateur Contrastive Decoding for Text Generation Contrastive decoding: Open-ended text generation as optimization,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.911242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 08d4fb16-6a57-4fbd-932c-9db52330030d · outbound

This paper cites MAUVE Scores for Generative Models: Theory and Practice,.

Multi-Amateur Contrastive Decoding for Text Generation MAUVE Scores for Generative Models: Theory and Practice,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.890063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 19620b1d-dc15-4c96-946f-eca75c69feee · outbound

This paper cites A contrastive framework for neural text generation,.

Multi-Amateur Contrastive Decoding for Text Generation A contrastive framework for neural text generation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.865871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d0fec5e3-cdc6-4a75-8333-7ae19c3bf6f7 · outbound

This paper cites Adaptive contrastive search: Uncertainty -guided decoding for open -ended text generation,.

Multi-Amateur Contrastive Decoding for Text Generation Adaptive contrastive search: Uncertainty -guided decoding for open -ended text generation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.840903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b0667b4b-c347-405f-94a7-f7083a079e5c · outbound

This paper cites CoNT: Contrastive neural text generation,.

Multi-Amateur Contrastive Decoding for Text Generation CoNT: Contrastive neural text generation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.819518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 28688175-fcf9-4030-a029-754de4bb4cfd · outbound

This paper cites Surfacing Biases in Large Language Models using Contrastive Input Decoding.

Multi-Amateur Contrastive Decoding for Text Generation Surfacing Biases in Large Language Models using Contrastive Input Decoding

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:28:15.882085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 92e3e36d-b3d3-4eff-8eec-3cc5b9cd0f93 · outbound

This paper cites On decoding strategies for neural text generators,.

Multi-Amateur Contrastive Decoding for Text Generation On decoding strategies for neural text generators,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.796285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 466f7d4c-86d1-4a58-a1a5-1573ee9cb248 · outbound

This paper cites DecoStrat: Leveraging the capabilities of language models in D2T generation via decoding framework,.

Multi-Amateur Contrastive Decoding for Text Generation DecoStrat: Leveraging the capabilities of language models in D2T generation via decoding framework,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.769950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6b9b6b51-71eb-4b17-ba8b-b37064c8d730 · outbound

This paper cites MultiWOZ- A large-scale multi-domain wizrd- of-Oz dataset for task-oriented dialogue modelling,.

Multi-Amateur Contrastive Decoding for Text Generation MultiWOZ- A large-scale multi-domain wizrd- of-Oz dataset for task-oriented dialogue modelling,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.720505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation adba4201-d4b0-46f6-a391-356caf6cfb9c · outbound

This paper cites Speculative Contrastive Decoding.

Multi-Amateur Contrastive Decoding for Text Generation Speculative Contrastive Decoding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:14.852758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae92c6ea-65d4-4300-b2eb-142b8421ad05 · outbound

This paper cites Knowledge infused decoding,.

Multi-Amateur Contrastive Decoding for Text Generation Knowledge infused decoding,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.691040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c26dbf71-e88f-4513-ab79-ba0f1d5c04d2 · outbound

This paper cites Improving machine translation with large language models: A preliminary study with cooperative decoding,.

Multi-Amateur Contrastive Decoding for Text Generation Improving machine translation with large language models: A preliminary study with cooperative decoding,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.665127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7d463fad-2540-4106-b028-04159cbd0b60 · outbound

This paper cites an unresolved cited work.

Multi-Amateur Contrastive Decoding for Text Generation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:16.642150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 36e5c497-18bb-4774-9075-a2979135c2f5 · outbound

This paper cites Mutual Information and Diverse Decoding Improve Neural Machine Translation.

Multi-Amateur Contrastive Decoding for Text Generation Mutual Information and Diverse Decoding Improve Neural Machine Translation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:14.954995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5de9ae13-8718-49a1-91c7-cb2c626954c0 · outbound

This paper cites Diverse beam search for improved description of complex scenes,.

Multi-Amateur Contrastive Decoding for Text Generation Diverse beam search for improved description of complex scenes,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.616151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 464e43fd-ac55-4ad3-900b-68ea3130ae8a · outbound

This paper cites Contextual contrastive search for improved text generations in large language model,.

Multi-Amateur Contrastive Decoding for Text Generation Contextual contrastive search for improved text generations in large language model,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.592902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3b1e8a4-5b25-4dd5-b9f3-de2eef99a23a · outbound

This paper cites Advancing decoding strategies: Enhancements in locally typical sampling for LLMs,.

Multi-Amateur Contrastive Decoding for Text Generation Advancing decoding strategies: Enhancements in locally typical sampling for LLMs,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.567905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4a863679-8eac-4225-8ac6-1de3ba2b5849 · outbound

This paper cites Confidence -Modulated Speculative Decoding for Large Language Models,.

Multi-Amateur Contrastive Decoding for Text Generation Confidence -Modulated Speculative Decoding for Large Language Models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.504731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4a561581-99c2-4607-8255-660f05bcad2b · outbound

This paper cites Hierarchical Verification of Speculative Beams for Accelerating LLM Inference,.

Multi-Amateur Contrastive Decoding for Text Generation Hierarchical Verification of Speculative Beams for Accelerating LLM Inference,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.467486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6069ccee-da33-483b-abd4-201424ee1fb8 · outbound

This paper cites Energy -based reranking: Improving neural machine translation using energy -based models,.

Multi-Amateur Contrastive Decoding for Text Generation Energy -based reranking: Improving neural machine translation using energy -based models,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.448323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e269cc53-24b3-40e0-8037-f77c8a72daaa · outbound

This paper cites Plug and play language models: A simple approach to controlled text generation,.

Multi-Amateur Contrastive Decoding for Text Generation Plug and play language models: A simple approach to controlled text generation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.421334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bcf07401-23ed-448d-a23a-661e2eea50c4 · outbound

This paper cites Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement.

Multi-Amateur Contrastive Decoding for Text Generation Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:15.174905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83a0ad31-ecd3-43eb-9bd4-b36e4bfd7dc6 · outbound

This paper cites Ensemble methods in machine learning,.

Multi-Amateur Contrastive Decoding for Text Generation Ensemble methods in machine learning,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.400335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9c9ebeb2-204c-49de-b458-c17f61f0f8d0 · outbound

This paper cites Url: https://www.wikinews.org/.

Multi-Amateur Contrastive Decoding for Text Generation Url: https://www.wikinews.org/

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.376292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1c0fe9c8-a7ea-4a97-8672-b7b93c76d895 · outbound

This paper cites Pointer Sentinel Mixture Models.

Multi-Amateur Contrastive Decoding for Text Generation Pointer Sentinel Mixture Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:15.235601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2994deb-de53-4676-89f3-bdd43a157505 · outbound

This paper cites Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books.

Multi-Amateur Contrastive Decoding for Text Generation Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:15.276160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f445be3a-5a0f-4d50-9a01-cadeab7ae99c · outbound

This paper cites SimCSE: Simple contrastive learning of sentence embeddings,.

Multi-Amateur Contrastive Decoding for Text Generation SimCSE: Simple contrastive learning of sentence embeddings,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.349626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4c35463-e381-4924-8854-37b10837894b · outbound

This paper cites An empirical analysis of formality in online communication,.

Multi-Amateur Contrastive Decoding for Text Generation An empirical analysis of formality in online communication,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.318086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f147b7e-38f6-4f4a-b91c-bf370631ba3d · outbound

This paper cites Url: https://huggingface.co/openai-community/gpt2-xl.

Multi-Amateur Contrastive Decoding for Text Generation Url: https://huggingface.co/openai-community/gpt2-xl

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.294957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6eb284bd-2fd0-4151-a5c0-ab0aa281dab8 · outbound

This paper cites Url: https://huggingface.co/facebook/opt-6.7b.

Multi-Amateur Contrastive Decoding for Text Generation Url: https://huggingface.co/facebook/opt-6.7b

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.257884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f30fa5e1-7a15-4622-b49e-8f7553c4c02b · outbound

This paper cites Url: https://huggingface.co/facebook/opt-13b.

Multi-Amateur Contrastive Decoding for Text Generation Url: https://huggingface.co/facebook/opt-13b

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.218542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 239c2f37-04b2-40e8-9f95-8e39788f1ced · outbound

This paper cites Url: https://huggingface.co/huseinzol05/gpt2-117M.

Multi-Amateur Contrastive Decoding for Text Generation Url: https://huggingface.co/huseinzol05/gpt2-117M

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.187423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 64a1797b-bf4e-4a77-b1af-709c763062bb · outbound

This paper cites Url: https://huggingface.co/facebook/opt-125m.

Multi-Amateur Contrastive Decoding for Text Generation Url: https://huggingface.co/facebook/opt-125m

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.134929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 60cf8fee-db6d-42bc-8661-91332b1df178 · outbound

This paper cites Url: https://www.mturk.com/.

Multi-Amateur Contrastive Decoding for Text Generation Url: https://www.mturk.com/

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:16.067985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.