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Paper Citation Record · LEDGER

Logits are All We Need to Adapt Closed Models

As of 22 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2502.06806.

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

pith.paper-citation-record.v1
2502.06806 v4

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:18:05.746657Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

64 of 64 outbound references displayed

  • verified exact2
  • verified fuzzy33
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 685c77ce-f0d1-40ae-af02-1f78a58e6fa7 · outbound

This paper cites write newline.

Logits are All We Need to Adapt Closed Models write newline

Reference 1

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no resolver link, observed 2026-08-09T14:18:05.423658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.423658Z digest=sha256:31df148acdafc1b84ffea8dc5e0305ce5bf44e70e1c1018d4b25184c2fc435b2

Observation 4bd25a21-0a72-4286-95d2-6742b9076019 · outbound

This paper cites Kaggle, 2023.

Logits are All We Need to Adapt Closed Models Kaggle, 2023

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation cafeeebc-e0dd-4fdd-ba88-3ef0d1b9c10d · outbound

This paper cites GPT-4 Technical Report.

Logits are All We Need to Adapt Closed Models GPT-4 Technical Report

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.437186Z digest=sha256:38fe4f85f02ec7bc0113e24ca933d82aeda251caf2738a503cd0db778177f954

Observation 52d56332-e6bb-40ab-8783-6dcab1d275d5 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Logits are All We Need to Adapt Closed Models Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 4

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Observation 2d9b1309-ac4f-412f-8f7c-9e896ef58309 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Logits are All We Need to Adapt Closed Models Constitutional AI: Harmlessness from AI Feedback

Reference 5

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no resolver link, observed 2026-08-09T14:18:05.449646Z

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source=arxiv_source observed=2026-08-09T14:18:05.449646Z digest=sha256:6c1ef9f31a9403b4cf2084885d53edf97af0b8802012f8f232cc0f612adc95ef

Observation 9c7480e8-154a-4293-ae29-66279652576c · outbound

This paper cites and Lavie, A.

Logits are All We Need to Adapt Closed Models and Lavie, A

Reference 6

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation f884cd1f-b16e-4267-90f8-4b725bb509f5 · outbound

This paper cites M., Netrapalli, P., and Sanghavi, S.

Logits are All We Need to Adapt Closed Models M., Netrapalli, P., and Sanghavi, S

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 29262d47-9493-4aa2-838e-33a3882b1d94 · outbound

This paper cites F., Leike, J., Brown, T., Martic, M., Legg, S., and Amodei, D.

Logits are All We Need to Adapt Closed Models F., Leike, J., Brown, T., Martic, M., Legg, S., and Amodei, D

Reference 8

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-09T14:18:05.466510Z digest=sha256:267627d71d8702c28c0887db4d02bc3af92f521efb161b15ff506003fdacc47b

Observation f84a38ea-f011-464b-a112-ed8195e49509 · outbound

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

Logits are All We Need to Adapt Closed Models Plug and play language models: A simple approach to controlled text generation

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation a8e20662-0f3f-4204-97c2-3fedb15b336d · outbound

This paper cites Qlora: Efficient finetuning of quantized llms.

Logits are All We Need to Adapt Closed Models Qlora: Efficient finetuning of quantized llms

Reference 10

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Observation ffd4d2ff-7728-4c2a-af39-1a0728747606 · outbound

This paper cites Black-box Prompt Learning for Pre-trained Language Models.

Logits are All We Need to Adapt Closed Models Black-box Prompt Learning for Pre-trained Language Models

Reference 11

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Observation ffaea811-574a-4870-9da7-01111889dd78 · outbound

This paper cites Automatic evaluation of machine translation quality using n-gram co-occurrence statistics.

Logits are All We Need to Adapt Closed Models Automatic evaluation of machine translation quality using n-gram co-occurrence statistics

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation f039c32c-7c19-41e5-9bd1-a548be6f364c · outbound

This paper cites A survey on in-context learning.

Logits are All We Need to Adapt Closed Models A survey on in-context learning

Reference 13

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 829c4b6d-846f-4024-abed-1d7095ad74d9 · outbound

This paper cites The Llama 3 Herd of Models.

Logits are All We Need to Adapt Closed Models The Llama 3 Herd of Models

Reference 14

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Source-reported events for the cited work

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Observation 552387b6-7e12-4a68-99b1-82967cd01d4a · outbound

This paper cites Evaluating the state-of-the-art of end-to-end natural language generation: The e2e nlg challenge.

Logits are All We Need to Adapt Closed Models Evaluating the state-of-the-art of end-to-end natural language generation: The e2e nlg challenge

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.666403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 0c81fff1-c6f2-4d0b-b8ba-c978b01ab211 · outbound

This paper cites M., and Sidford, A.

Logits are All We Need to Adapt Closed Models M., and Sidford, A

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.507503Z digest=sha256:47816e18f5fd171dd0860b74f0b0eb987e810a32425c5a1328f52f21e55aae0a

Observation ca5622c1-1745-488b-9aad-f1e2dc0abfaa · outbound

This paper cites Aligning LLM Agents by Learning Latent Preference from User Edits.

Logits are All We Need to Adapt Closed Models Aligning LLM Agents by Learning Latent Preference from User Edits

Reference 17

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Observation 95bb7a38-4149-46f4-97d1-838fa3b3c48e · outbound

This paper cites Creating training corpora for nlg micro-planning.

Logits are All We Need to Adapt Closed Models Creating training corpora for nlg micro-planning

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation b63b90bb-2e97-4ef9-8f84-db71e22dc3e7 · outbound

This paper cites M., and Koyejo, S.

Logits are All We Need to Adapt Closed Models M., and Koyejo, S

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 207c1b7a-34cc-41ac-a36f-b66cee1d614a · outbound

This paper cites A tail inequality for quadratic forms of subgaussian random vectors.

Logits are All We Need to Adapt Closed Models A tail inequality for quadratic forms of subgaussian random vectors

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation a735d375-ed89-4db2-8c34-a486756d78ef · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Logits are All We Need to Adapt Closed Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.532911Z digest=sha256:2733cafb9f66838baf351de0026285e92680b08c49d8e0d78895cee75012d14f

Observation 2c2ee78b-64ee-4c17-93ca-e9ef681a3c59 · outbound

This paper cites LLM -adapters: An adapter family for parameter-efficient fine-tuning of large language models.

Logits are All We Need to Adapt Closed Models LLM -adapters: An adapter family for parameter-efficient fine-tuning of large language models

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.581607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation d15eecbd-6534-4e72-ba62-71088f9c6231 · outbound

This paper cites Llm-adapters: An adapter family for parameter-efficient fine-tuning of large language models.

Logits are All We Need to Adapt Closed Models Llm-adapters: An adapter family for parameter-efficient fine-tuning of large language models

Reference 23

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raw_fallback, observed 2026-08-09T14:18:06.563446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.543287Z digest=sha256:888d9744e9c0a9297ea3d6e470ae7e35f6bd9ebfd8956eb4fc08829538454fec

Observation fa27b44e-3d2a-4dc3-9329-e4730c704ef1 · outbound

This paper cites Calibrating Long-form Generations from Large Language Models.

Logits are All We Need to Adapt Closed Models Calibrating Long-form Generations from Large Language Models

Reference 24

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source=arxiv_source observed=2026-08-09T14:18:05.547902Z digest=sha256:ce9fb9325abc6f504a476736daaba3db6d56f60789f79c51c9878bcd7cfb9214

Observation d119cc45-24d7-473a-8e2a-c38a28676b0b · outbound

This paper cites GPT-4o System Card.

Logits are All We Need to Adapt Closed Models GPT-4o System Card

Reference 25

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source=arxiv_source observed=2026-08-09T14:18:05.552807Z digest=sha256:db0c2b03637e9a4f8f0370b3e93d41a81b35fadaa5b20b7da5f6262ff9b4fb59

Observation 94101ad7-4f79-4802-9483-b008a4333d6e · outbound

This paper cites Calibration-tuning: Teaching large language models to know what they don’t know.

Logits are All We Need to Adapt Closed Models Calibration-tuning: Teaching large language models to know what they don’t know

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.546818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.557578Z digest=sha256:c83033701ec8bc672728f3c622610cdd2d82fdf5e2a7aae61f29b3104412dce4

Observation e529b15d-ceed-4eba-b682-92631c0f72a8 · outbound

This paper cites S., Reid, M., Matsuo, Y., and Iwasawa, Y.

Logits are All We Need to Adapt Closed Models S., Reid, M., Matsuo, Y., and Iwasawa, Y

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.528946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 37d9596b-1270-4782-9a38-ed701b8e0b28 · outbound

This paper cites O., Natarajan, N., Ravikumar, P.

Logits are All We Need to Adapt Closed Models O., Natarajan, N., Ravikumar, P

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.511929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 18cbde84-9db3-44c3-a0d1-2018524f773e · outbound

This paper cites D., McCann, B., Keskar, N.

Logits are All We Need to Adapt Closed Models D., McCann, B., Keskar, N

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.495097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation b6072f4f-178a-4377-ba2b-0483be7e4f2a · outbound

This paper cites and Szepesv \'a ri, C.

Logits are All We Need to Adapt Closed Models and Szepesv \'a ri, C

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.576706Z digest=sha256:69667877f1fe5bac65c0da35bf1b8c79e97e9590f2ed1cde7f17f85b31b3c245

Observation 0522f5bc-c60b-4ad4-a211-343f5c960f63 · outbound

This paper cites The power of scale for parameter-efficient prompt tuning.

Logits are All We Need to Adapt Closed Models The power of scale for parameter-efficient prompt tuning

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.466663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.581372Z digest=sha256:adc900b948e0cdf854e358e158460bb0a54c51eba4fb931749bca00e9bc6eb79

Observation be085ddc-9e70-4f36-9c89-895476c802a5 · outbound

This paper cites S., and Hashimoto, T.

Logits are All We Need to Adapt Closed Models S., and Hashimoto, T

Reference 32

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unresolved
no resolver link, observed 2026-08-09T14:18:05.586352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.586352Z digest=sha256:ab7309cd199705f5567c9dc936dda9eaf74b7c4284a06de5d377cb58dcb17db3

Observation 769a5818-78e1-40de-8675-c23cec7c7ab7 · outbound

This paper cites an unresolved cited work.

Logits are All We Need to Adapt Closed Models Unresolved cited work

Reference 33

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 45f1247d-e0e4-4adf-9379-246def7a421d · outbound

This paper cites Y., Zhou, W., Shen, M., Zhou, P., Bhagavatula, C., Choi, Y., and Ren, X.

Logits are All We Need to Adapt Closed Models Y., Zhou, W., Shen, M., Zhou, P., Bhagavatula, C., Choi, Y., and Ren, X

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.424782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.595839Z digest=sha256:22492ec58bf085925cc993e4abf3a7a18d5e54918e2c8520be05823616601bf4

Observation 7437fe32-bf5a-4eca-97df-34323ede1eb9 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

Logits are All We Need to Adapt Closed Models Rouge: A package for automatic evaluation of summaries

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.600733Z digest=sha256:b643718e0e2b725f64b8791d0c81bed62ba16521c1d933c7f6a7adfb0fe5a696

Observation 0c71b93b-cd64-410f-9fb4-627351e34219 · outbound

This paper cites and Och, F.

Logits are All We Need to Adapt Closed Models and Och, F

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.398498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.605562Z digest=sha256:4a02ecf5d8f481d8abc0c06fc9908e334584b0479a6c4989fa8acfed10728edc

Observation 61848a4c-6040-43d4-be19-fc478d2aeb52 · outbound

This paper cites Detecting and correcting for label shift with black box predictors.

Logits are All We Need to Adapt Closed Models Detecting and correcting for label shift with black box predictors

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.610464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a22fdb01-3054-4472-abfa-c934ba77ef52 · outbound

This paper cites A., and Choi, Y.

Logits are All We Need to Adapt Closed Models A., and Choi, Y

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.369880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation b1a42d7a-320b-4931-8a4a-d2ca0e46e4fa · outbound

This paper cites Tuning Language Models by Proxy.

Logits are All We Need to Adapt Closed Models Tuning Language Models by Proxy

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.620575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1527811b-f54d-4c32-8203-8df1154fa145 · outbound

This paper cites Adapt in contexts: Retrieval-augmented domain adaptation via in-context learning.

Logits are All We Need to Adapt Closed Models Adapt in contexts: Retrieval-augmented domain adaptation via in-context learning

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.351807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 22edc967-a6c3-4c7d-ad1f-050140f53469 · outbound

This paper cites Mix and match: Learning-free controllable text generationusing energy language models.

Logits are All We Need to Adapt Closed Models Mix and match: Learning-free controllable text generationusing energy language models

Reference 41

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 51a0409b-633f-4b96-b26b-db67e85d4b48 · outbound

This paper cites S., and Nowak, R.

Logits are All We Need to Adapt Closed Models S., and Nowak, R

Reference 42

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 960cb7e1-b3ea-4122-a615-08b36884de1a · outbound

This paper cites and Javidi, T.

Logits are All We Need to Adapt Closed Models and Javidi, T

Reference 43

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.640634Z digest=sha256:778eafb621310658d14d34a5d6f766c32d00a9d6424a975bd6a4c91c63e7998a

Observation 00c8fd68-be6c-4f43-b356-da2c0eed1ed5 · outbound

This paper cites Consistent multiclass algorithms for complex performance measures.

Logits are All We Need to Adapt Closed Models Consistent multiclass algorithms for complex performance measures

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.284646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.645684Z digest=sha256:b4e0800fc4172e7c5d163148dd43c123e2f789230879c3e3c8c8a1b25a519486

Observation ff19d9df-6816-4f85-9b42-5e432addec27 · outbound

This paper cites Training language models to follow instructions with human feedback.

Logits are All We Need to Adapt Closed Models Training language models to follow instructions with human feedback

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.650414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.650414Z digest=sha256:76d3a387a5288f2dcedd8e847e3be149774199f35a8513093a0ced2a70257dd4

Observation 45c6468e-0e99-4ddb-a795-aec6ba796b52 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Logits are All We Need to Adapt Closed Models Bleu: a method for automatic evaluation of machine translation

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.256702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.655256Z digest=sha256:2bfed3717c6addc3ad3d3eaabebd53817f65085885d91becf170cffc8e443023

Observation c976a77e-10bf-47f0-8568-b52b15b9148d · outbound

This paper cites Making deep neural networks robust to label noise: A loss correction approach.

Logits are All We Need to Adapt Closed Models Making deep neural networks robust to label noise: A loss correction approach

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.659836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.659836Z digest=sha256:35864b900d35dc001d3a1ebcb52db4502d4cf588c08244520a760014af88152c

Observation 4d425b60-330d-484a-a6a8-c876435d1707 · outbound

This paper cites To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO.

Logits are All We Need to Adapt Closed Models To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-09T14:18:05.912859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.664336Z digest=sha256:48c8264b33641704a1551881e30fee3fcb375cf786e1fc87516a7951eea6e6f5

Observation 6f95a83f-2f8a-4282-a55d-8b60620327a7 · outbound

This paper cites Language models are unsupervised multitask learners.

Logits are All We Need to Adapt Closed Models Language models are unsupervised multitask learners

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.669290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.669290Z digest=sha256:ea92affabea8cbc8e662cfbaa0c67f5c834493703fbd69f8decfba08fd33c1ab

Observation 5f4837f9-4d8f-460f-832a-1b2f1b303058 · outbound

This paper cites D., Ermon, S., and Finn, C.

Logits are All We Need to Adapt Closed Models D., Ermon, S., and Finn, C

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.674167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.674167Z digest=sha256:5aa77dab9dbb8e063badc047b3ad63f6b382b139870c57dd9e50a1694afb8c97

Observation d25313df-f507-4648-89da-213a151cf813 · outbound

This paper cites Multitask prompted training enables zero-shot task generalization.

Logits are All We Need to Adapt Closed Models Multitask prompted training enables zero-shot task generalization

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.679706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.679706Z digest=sha256:0a4532151131c99e6653241dc71da1d1b967b0dc11de98ea8fa5e1a7b43eb8e3

Observation cbccebd2-cb55-4a1a-9e2d-ecef76ba426d · outbound

This paper cites W., and Ghosh, S.

Logits are All We Need to Adapt Closed Models W., and Ghosh, S

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.194228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.685322Z digest=sha256:1d42aacb0e449268e219170230839bb26ec14cf3b4da6d5e9b820cba370f55d5

Observation 3241e550-1ddd-44a3-8ced-92d392446333 · outbound

This paper cites The Hessian perspective into the Nature of Convolutional Neural Networks.

Logits are All We Need to Adapt Closed Models The Hessian perspective into the Nature of Convolutional Neural Networks

Reference 53

Resolution
metadata mismatch
local_arxiv, observed 2026-08-09T14:18:05.890175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.690194Z digest=sha256:7eb987dd9461a014a29f703d11ad202e9dab505b0948d414ad4266e80197ea1f

Observation 54ee4371-3d8f-419a-a798-e142062bc519 · outbound

This paper cites H., Wu, J., Washington, C., Sadler, B.

Logits are All We Need to Adapt Closed Models H., Wu, J., Washington, C., Sadler, B

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.178198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.695827Z digest=sha256:d291c361eda319dafd1d61e45b1523877bdea4b79b506d83b0d8857d7a94bf64

Observation dbc0881d-7bed-4c99-93e1-c394531e5f9d · outbound

This paper cites Training convolutional networks with noisy labels.

Logits are All We Need to Adapt Closed Models Training convolutional networks with noisy labels

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.161745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.700957Z digest=sha256:d1c2d2371ed112321bd412165e6d1cc8886c2cea7529f37b18254a04dfa772b4

Observation 5859cbe9-403d-4553-9b29-cb8a931cdb7e · outbound

This paper cites On the Duality between Gradient Transformations and Adapters.

Logits are All We Need to Adapt Closed Models On the Duality between Gradient Transformations and Adapters

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-09T14:18:05.865769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.705978Z digest=sha256:07f5ee72f714f0f3e0d9aa7ea228d3365db00d7c8a76f4491a28ce03147b26ea

Observation f6c84453-3adc-4b8f-b4a8-74a5456591b0 · outbound

This paper cites Calibrating Large Language Models Using Their Generations Only.

Logits are All We Need to Adapt Closed Models Calibrating Large Language Models Using Their Generations Only

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.711182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.711182Z digest=sha256:6cd95c97ae9da420d12ce5e8f1d7319c4006a9291f252161505acc09056c9d08

Observation 0c6b2ed5-9fb4-4fa3-9ace-1884e2020f0f · outbound

This paper cites Cider: Consensus-based image description evaluation.

Logits are All We Need to Adapt Closed Models Cider: Consensus-based image description evaluation

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.145383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.716199Z digest=sha256:d4ce27e4a804dd1bd8715db44c6da7b3a9392e1b2b68e1c5e29fb1af6910af17

Observation 432f0e90-9348-4f48-9fd2-c382b728706d · outbound

This paper cites W., Lester, B., Du, N., Dai, A.

Logits are All We Need to Adapt Closed Models W., Lester, B., Du, N., Dai, A

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.721373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.721373Z digest=sha256:343e891ec6645e1955167de31c98013f5e3f6b784b9a3a56548006c925e74b4f

Observation c3e7cbc3-048c-4ffc-90df-58c946424979 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Logits are All We Need to Adapt Closed Models HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.726275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.726275Z digest=sha256:5acd6e3b729e6a5fcae47f24aaa29d6149e426f1d65f4aeada9cc577ad0b1844

Observation bdc37368-4fb8-4af5-8d65-a810f256b7f4 · outbound

This paper cites and Klein, D.

Logits are All We Need to Adapt Closed Models and Klein, D

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.117717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.731344Z digest=sha256:5b5dcc37e6cc133ec5a7130c9239400b314f587265dfe65633394b588631ab20

Observation 6bad817f-f3dc-46af-b1e3-36e8136e8e59 · outbound

This paper cites A Study on the Calibration of In-context Learning.

Logits are All We Need to Adapt Closed Models A Study on the Calibration of In-context Learning

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.736371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.736371Z digest=sha256:7b624307f7492993296d701133cb513ad499cef75a8ba4b6996584353640de3b

Observation b0f0bae6-34be-46d7-9b78-6e8bbece3e14 · outbound

This paper cites Why Transformers Need Adam: A Hessian Perspective.

Logits are All We Need to Adapt Closed Models Why Transformers Need Adam: A Hessian Perspective

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-09T14:18:05.741533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T14:18:05.741533Z digest=sha256:16cfbca85211e72f77b44638ce63c2cd6bc408cd7733de1eb3ebd1d8fe844525

Observation 40269928-538c-4746-b797-3da9ed860206 · outbound

This paper cites On the calibration of large language models and alignment.

Logits are All We Need to Adapt Closed Models On the calibration of large language models and alignment

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T14:18:06.101812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-09T14:18:05.746657Z digest=sha256:35746dc792d4e4094e8a53dd109e86b61a788f5d630425df6f1cd6277e776303

Pith citing papers

No inbound Pith citation observations are available.