Paper Citation Record · LEDGER

Logit Reweighting for Topic-Focused Summarization

As of 7 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.05235.

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

pith.paper-citation-record.v1
2507.05235 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:33:15.567517Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

20 of 20 outbound references displayed

verified exact3
verified fuzzy12
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4a722eb-7d01-42a8-a97b-56b953e2d292 · outbound

This paper cites Cats: Customizable abstractive topic-based summarization.

Logit Reweighting for Topic-Focused Summarization Cats: Customizable abstractive topic-based summarization

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T19:33:15.625201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4bb9c9de-b420-45ca-8ca8-a22c20fad406 · outbound

This paper cites Controllable Topic-Focused Abstractive Summarization.

Logit Reweighting for Topic-Focused Summarization Controllable Topic-Focused Abstractive Summarization

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:33:15.617030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7bdfcddb-a944-4639-949f-87d316c62281 · outbound

This paper cites A survey on in-context learning, 2023.

Logit Reweighting for Topic-Focused Summarization A survey on in-context learning, 2023

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.736505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bfc39c4c-4210-4734-9039-9a90630a6f49 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

Logit Reweighting for Topic-Focused Summarization Direct preference optimization: Your language model is secretly a reward model

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:15.526701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b04fc0a-2dae-458d-9c5d-74ff81689d41 · outbound

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

Logit Reweighting for Topic-Focused Summarization Training language models to follow instructions with human feedback

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:15.529622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b353fbfb-f05b-4063-b269-f155ce3351a4 · outbound

This paper cites NEWTS : A corpus for news topic-focused summarization.

Logit Reweighting for Topic-Focused Summarization NEWTS : A corpus for news topic-focused summarization

Reference 6

Resolution: verified exact; doi, observed 2026-08-06T19:33:15.605840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e0e4e4c8-e5e5-452c-97dd-8588d858bcc5 · outbound

This paper cites Abstractive text summarization using sequence-to-sequence RNN s and beyond.

Logit Reweighting for Topic-Focused Summarization Abstractive text summarization using sequence-to-sequence RNN s and beyond

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:15.535069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3b6ff39-bd18-457c-9bdb-c8bc9ce1af2c · outbound

This paper cites Gemma: Open models based on gemini research and technology, 2024.

Logit Reweighting for Topic-Focused Summarization Gemma: Open models based on gemini research and technology, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.718800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 25a96609-63cc-4841-9140-5f592ca92afd · outbound

This paper cites Introducing meta llama 3: The most capable openly available llm to date.

Logit Reweighting for Topic-Focused Summarization Introducing meta llama 3: The most capable openly available llm to date

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.710990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be997f80-407b-4178-9a84-0eff879a6e20 · outbound

This paper cites ROUGE : A Package for Automatic Evaluation of Summaries.

Logit Reweighting for Topic-Focused Summarization ROUGE : A Package for Automatic Evaluation of Summaries

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.702433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a99042bc-ebb1-4099-855e-48bb6c9524d1 · outbound

This paper cites MAUVE : Measuring the gap between neural text and human text using divergence frontiers.

Logit Reweighting for Topic-Focused Summarization MAUVE : Measuring the gap between neural text and human text using divergence frontiers

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.694567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2275bfa7-4696-40f8-9bf3-795e77c48083 · outbound

This paper cites Weinberger, and Yoav Artzi.

Logit Reweighting for Topic-Focused Summarization Weinberger, and Yoav Artzi

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.685991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5860abb5-beab-4d9b-b58c-3742eec00a45 · outbound

This paper cites BERT : Pre-training of deep bidirectional transformers for language understanding.

Logit Reweighting for Topic-Focused Summarization BERT : Pre-training of deep bidirectional transformers for language understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:15.550909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de178201-e67d-4a22-90d3-4f3864ae7ac8 · outbound

This paper cites Deberta: Decoding-enhanced bert with disentangled attention.

Logit Reweighting for Topic-Focused Summarization Deberta: Decoding-enhanced bert with disentangled attention

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.678054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51c351c6-75f0-4a51-bf01-f6aa2e01b75b · outbound

This paper cites Steering llama 2 via contrastive activation addition.

Logit Reweighting for Topic-Focused Summarization Steering llama 2 via contrastive activation addition

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.670182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4563a2a3-dd8b-4d09-a030-2d9ef2d187ee · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.

Logit Reweighting for Topic-Focused Summarization Self-refine: Iterative refinement with self-feedback

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:33:15.557900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11053b86-c8e5-48bc-94cd-6e85e6873d13 · outbound

This paper cites A language model's guide through latent space.

Logit Reweighting for Topic-Focused Summarization A language model's guide through latent space

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.657427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 922d2e9c-d554-4662-8db8-3ea5cb16236b · outbound

This paper cites Analysing the generalisation and reliability of steering vectors.

Logit Reweighting for Topic-Focused Summarization Analysing the generalisation and reliability of steering vectors

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.649352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d545f1cd-0d2b-410d-927e-f3aff605c1d5 · outbound

This paper cites A sober look at steering vectors for llms.

Logit Reweighting for Topic-Focused Summarization A sober look at steering vectors for llms

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.641354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5600e5d7-a1c0-46d7-b365-9db5810a116b · outbound

This paper cites Understanding (un)reliability of steering vectors in language models.

Logit Reweighting for Topic-Focused Summarization Understanding (un)reliability of steering vectors in language models

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:33:15.633454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.