Paper Citation Record · LEDGER

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization

As of 10 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 2 inbound Pith citation observations for arXiv:2507.02145.

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

pith.paper-citation-record.v1
2507.02145 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:41:59.562195Z

measured 39 of 39 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:50:52.165704Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T15:50:52.247378Z

Reference resolution

37 of 37 outbound references displayed

verified exact3
verified fuzzy1
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26199de3-fa17-4d10-893a-3cdb4d042472 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T20:42:00.605848Z

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 9f0097ed-b4e0-479e-b1a5-9d1371b8f2b5 · outbound

This paper cites Language Models are Few-Shot Learners.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Language Models are Few-Shot Learners

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:57.329482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4580fa72-5267-47f6-87b2-d8a6af5f5a3f · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:57.903903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b37cf24c-9d77-4a60-bcfc-c8fa48869b63 · outbound

This paper cites doi:10.48550/arXiv.2502.12289, arXiv:2502.12289.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization doi:10.48550/arXiv.2502.12289, arXiv:2502.12289

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.132842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d81c893c-eda2-4f32-b047-528d8ba35bd0 · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.296285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eafb4e5d-c504-498c-9df9-5815e7e0d814 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.452902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eabbe256-05d8-4bb6-b0e6-50a1c512bab8 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:01.287526Z

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 9e496feb-7167-44de-a345-895b63234d95 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.548554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f183d05-00f2-42a7-86c6-c88211a6db47 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence 39, 19589–19597.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Proceedings of the AAAI Conference on Artificial Intelligence 39, 19589–19597

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.614327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29a2c7b5-7075-4470-8d70-222c0061a926 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.742955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f8e82b4-47ad-43a8-9c42-cdd1f91c4a09 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:01.123892Z

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 d2106bbc-1048-4261-a1a7-6d4cd7108822 · outbound

This paper cites A Neural Attention Model for Abstractive Sentence Summarization.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization A Neural Attention Model for Abstractive Sentence Summarization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.818884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f87a4d8-ac74-4873-b525-7f49a10ad371 · outbound

This paper cites FineSurE: Fine-grained Summarization Evaluation using LLMs.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization FineSurE: Fine-grained Summarization Evaluation using LLMs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.852085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de118ec1-7fa3-43ff-b04b-3fd7063a94db · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.889019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e89c4f37-1a60-4c6e-ac5c-d8210ff91865 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.956701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b75bec3-f712-43f6-a364-04693777368c · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:59.017145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96cd8b8e-31b9-442e-a645-086e4dcb6122 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:59.064064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d63f594-29ae-450d-a1f1-1fef13ef2148 · outbound

This paper cites Neurocomputing 639, 130193.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Neurocomputing 639, 130193

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:59.123143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 547cf5c7-bf35-4355-8556-f49440e47f9c · outbound

This paper cites Qwen3 Technical Report.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Qwen3 Technical Report

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:59.183587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c0bac6e-e4b7-4c6e-876a-38a6d9c48c29 · outbound

This paper cites Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:59.242061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deafe360-2385-49c1-9f09-ac8f1457966c · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:59.278880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 798d1746-c34d-4d20-9023-4e546e6aeada · outbound

This paper cites Zhao,W.,Peyrard,M.,Liu,F.,Gao,Y.,Meyer,C.M.,Eger,S.,2019.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Zhao,W.,Peyrard,M.,Liu,F.,Gao,Y.,Meyer,C.M.,Eger,S.,2019

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:00.934233Z

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 4128ff0f-033a-4901-9f14-0a6fe252cd5d · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:59.465829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 112bff5f-fe9c-4285-ab8f-b037e33cfff0 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-06T20:41:59.802265Z

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 99c91aef-ad1b-4129-bb50-f96930b99715 · outbound

This paper cites Popović, M.,.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Popović, M.,

Reference 311

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.674546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a548b30e-49a8-4ca5-bf2c-91db1fff3d9f · outbound

This paper cites Zhong, M., Yin, D., Yu, T., Zaidi, A., Mutuma, M., Jha, R., Awadallah, A.H., Celikyilmaz, A., Liu, Y., Qiu, X., Radev, D.,.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Zhong, M., Yin, D., Yu, T., Zaidi, A., Mutuma, M., Jha, R., Awadallah, A.H., Celikyilmaz, A., Liu, Y., Qiu, X., Radev, D.,

Reference 578

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:59.414646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07212692-3415-481c-9330-217d4a1631c0 · outbound

This paper cites The Method of Paired Comparisons.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization The Method of Paired Comparisons

Reference 1952

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:57.182310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2a55960-b3d1-4fb9-b1f8-7750b86339d9 · outbound

This paper cites Communication Methods and Measures 1, 77–89.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Communication Methods and Measures 1, 77–89

Reference 2007

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:57.711603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43f332b8-33ae-4106-8902-1a3ea382b1e7 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.701361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a0cdb8-4f34-4a47-8838-30edfaf26727 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization A Survey on LLM-as-a-Judge

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:57.563725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b62eb17-30df-4003-886a-aa766233be1a · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:57.429449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94198a0d-57fc-4513-ac63-7fa38a7afb64 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:57.041352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf1e1cc-2bc6-4822-92d6-311d11f4ea5c · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.398718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16478b52-ac2e-4c86-aa27-f4d1ac8bb557 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.342611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cddd5ca7-3d9d-4091-a81b-56ea36bcf4e8 · outbound

This paper cites an unresolved cited work.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:57.997944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46f309a2-35ee-435e-8f80-70241840744c · outbound

This paper cites UniSumEval: Towards Unified, Fine-Grained, Multi-Dimensional Summarization Evaluation for LLMs.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization UniSumEval: Towards Unified, Fine-Grained, Multi-Dimensional Summarization Evaluation for LLMs

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:58.246966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 351d5af0-9b46-4dcf-bef3-3d6b80d3ea50 · outbound

This paper cites Expert Systems 42, e70043.

Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization Expert Systems 42, e70043

Reference 2025

Resolution: verified exact; doi, observed 2026-08-06T20:42:00.299348Z

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

Observation 4d19f740-83c0-4ccc-8c77-eda7098c063a · inbound

Context-Adaptive Synthesis and Compression for Enhanced Retrieval-Augmented Generation in Complex Domains cites this paper.

Context-Adaptive Synthesis and Compression for Enhanced Retrieval-Augmented Generation in Complex Domains Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:50:52.255189Z

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 c31bd240-03a1-4ece-a5b9-11cdec61fdb5 · inbound

A Large-Scale Multi-Dimensional Empirical Study of LLMs for Conversation Summarization cites this paper.

A Large-Scale Multi-Dimensional Empirical Study of LLMs for Conversation Summarization Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T03:03:22.227210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.