Paper Citation Record · LEDGER

ArgCMV: An Argument Summarization Benchmark for the LLM-era

As of 9 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2508.19580.

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

pith.paper-citation-record.v1
2508.19580 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:43:41.857622Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T06:15:49.743367Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T06:16:20.693996Z

Reference resolution

58 of 58 outbound references displayed

verified exact13
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d228b970-8f5a-47fc-9f93-4fc740ca9e0a · outbound

This paper cites online" 'onlinestring :=.

ArgCMV: An Argument Summarization Benchmark for the LLM-era online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:37.407441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d104975e-4d09-40a8-baac-d8aa91d425c0 · outbound

This paper cites write newline.

ArgCMV: An Argument Summarization Benchmark for the LLM-era write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:37.491342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6900ddb9-3211-4954-8925-b458f43309c4 · outbound

This paper cites Key Point Analysis via Contrastive Learning and Extractive Argument Summarization.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Key Point Analysis via Contrastive Learning and Extractive Argument Summarization

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:44.770940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b84ea0d6-a3a3-4806-87a7-7cedc8063a3b · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:37.638539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a308203-c425-4cb7-9e42-9023f172dcd0 · outbound

This paper cites From Arguments to Key Points: Towards Automatic Argument Summarization.

ArgCMV: An Argument Summarization Benchmark for the LLM-era From Arguments to Key Points: Towards Automatic Argument Summarization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:37.705813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98280a09-b715-42d8-911d-b6a0407c6c55 · outbound

This paper cites Quantitative Argument Summarization and Beyond: Cross-Domain Key Point Analysis.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Quantitative Argument Summarization and Beyond: Cross-Domain Key Point Analysis

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:44.511066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ee0fe973-0fa5-4651-bde8-1f9e7b16537c · outbound

This paper cites Small Language Models are the Future of Agentic AI.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Small Language Models are the Future of Agentic AI

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:37.853519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee04f1f-5082-4f4a-ad95-6e66e5fdb026 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:49.849050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57eb7ce2-1c21-4780-aa20-f8157d805c4b · outbound

This paper cites BooookScore: A systematic exploration of book-length summarization in the era of LLMs.

ArgCMV: An Argument Summarization Benchmark for the LLM-era BooookScore: A systematic exploration of book-length summarization in the era of LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:37.945140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adffb680-b499-4306-b4f1-01f59290b4a3 · outbound

This paper cites IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks.

ArgCMV: An Argument Summarization Benchmark for the LLM-era IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:44.306340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 506a1262-3f76-4d27-8528-8030e5b68c4f · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:49.662237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bc509b95-4900-42ef-90f1-9ae945ac1e5c · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:38.109088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe0f9263-f01c-4478-9413-88e3fd93037c · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:38.322952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c68004ea-98c0-426b-bb87-27cf703f2b7b · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:49.526278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 26fbbaed-8a71-470e-8edf-87848cf475c5 · outbound

This paper cites Overview of the 2021 Key Point Analysis Shared Task.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Overview of the 2021 Key Point Analysis Shared Task

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:44.152396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f4c283d-b1da-465c-b488-3677849d4b21 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:49.377030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fc63eb84-61bb-42fb-85c2-e69e81a46042 · outbound

This paper cites The Llama 3 Herd of Models.

ArgCMV: An Argument Summarization Benchmark for the LLM-era The Llama 3 Herd of Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:38.775829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 315e222e-a750-40e7-b06d-2aa84292aa28 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:49.220740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd17fb82-70bd-464f-a629-2d86855d86b5 · outbound

This paper cites AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach.

ArgCMV: An Argument Summarization Benchmark for the LLM-era AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:43.967929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 54d2105b-8067-42e9-8288-cde2cf9076d9 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:49.059918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de0f69f8-b798-4a9f-8080-319f484bc771 · outbound

This paper cites krippendorffsalpha: An R Package for Measuring Agreement Using Krippendorff's Alpha Coefficient.

ArgCMV: An Argument Summarization Benchmark for the LLM-era krippendorffsalpha: An R Package for Measuring Agreement Using Krippendorff's Alpha Coefficient

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:39.106705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0bfa670-c732-47b2-994e-aaf87d1d4dcd · outbound

This paper cites GPT-4o System Card.

ArgCMV: An Argument Summarization Benchmark for the LLM-era GPT-4o System Card

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:39.168326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1c366d8-a24d-407d-ac45-60bc3c0dd9b3 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:48.866115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2a5ca29a-e425-492e-ac32-873d67f0e5cf · outbound

This paper cites Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:43.680264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 86074d8c-e0de-44a8-aea3-81fd584f0e63 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:48.745544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 120e9211-5871-4e87-b486-ef84fa3e6fc9 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:39.479817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9dc0154-9f14-4950-971a-b9c2e1cdc842 · outbound

This paper cites Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:43.416985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 20c24356-3576-4c9f-9f67-28934056faf9 · outbound

This paper cites Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:43.238694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9cce0df0-84ad-4e99-b4f2-9f6399691742 · outbound

This paper cites Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:42.998262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97668f59-34c1-42bf-b667-5f3a577fb8e4 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:39.818714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e2b789-3221-4868-a979-b90ff90d99ea · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-05T15:43:42.791730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d2d25e6-c6ae-4fd2-8350-07c97cdd1dce · outbound

This paper cites Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:39.933753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd9b82e5-72ec-427d-9ae3-dea383532647 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:48.503183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0027cc4-8504-4585-920f-909f9a9605be · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:48.261538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation df502736-1dd2-471a-8eb3-44a1d583cada · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:48.047324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8044e737-b1d0-49d1-afda-8ea27c5eb987 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:47.832785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 35217861-4522-4624-912e-5393cf994d22 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:47.567609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7a519fc4-3e70-4d5b-89b1-dd9c724be989 · outbound

This paper cites DebateSum: A large-scale argument mining and summarization dataset.

ArgCMV: An Argument Summarization Benchmark for the LLM-era DebateSum: A large-scale argument mining and summarization dataset

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:42.546405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33b4285d-a3b8-4c9a-a459-a73efb1b5217 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:47.373283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 31561ae1-71b7-4f87-9ef6-8fe0ac1b2419 · outbound

This paper cites It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners.

ArgCMV: An Argument Summarization Benchmark for the LLM-era It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:40.648097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf915ab6-602c-4131-8551-7499fd73660f · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:47.191390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ff8a1b1-4b09-406e-bcfe-e42394161771 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:47.033596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad36b03d-27b5-4a72-a015-b029487b2161 · outbound

This paper cites BLEURT: Learning Robust Metrics for Text Generation.

ArgCMV: An Argument Summarization Benchmark for the LLM-era BLEURT: Learning Robust Metrics for Text Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:40.909985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d4cf82a-f38d-4042-95f1-bf5c4d9db023 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:46.956470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ded7f159-cb10-462b-b8d9-82616d6f4df3 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:46.766924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 46800c96-fa77-49b5-98de-80ff63c4b4af · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Gemma 2: Improving Open Language Models at a Practical Size

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:41.059021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc76dc12-ce3b-4171-a696-22a2d3f037c8 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:46.636217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9cce5e3d-7291-4958-8983-8d9c78b46121 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:46.432801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d458f27b-978a-445a-9023-7620cfc126c2 · outbound

This paper cites Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:41.276680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e43edb-c2a4-42e3-af61-f970fb709ce7 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:46.023752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ea6070de-7eeb-4b79-ab25-a9d03773043f · outbound

This paper cites SLM-Mod: Small Language Models Surpass LLMs at Content Moderation.

ArgCMV: An Argument Summarization Benchmark for the LLM-era SLM-Mod: Small Language Models Surpass LLMs at Content Moderation

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:42.351345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c2f2446-e3f0-4a50-abdb-959922d56eed · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:45.770072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f23579e-0ced-4534-9cbb-44ae7ac121d0 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:45.562090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aa2a969d-6ce0-4332-8efa-d6a05b62c46a · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:41.607754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c357407-f96f-43b0-beb8-504af258ed77 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T15:43:41.669926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 556dd3ce-3f3b-4f40-81dd-a7922db3d1d1 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:45.274779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0e042ef9-d6df-4c3e-8c65-d79feb94ffb1 · outbound

This paper cites Factual Dialogue Summarization via Learning from Large Language Models.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Factual Dialogue Summarization via Learning from Large Language Models

Reference 57

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:43:42.145153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 158edf43-0b53-40e1-8c5a-aa18586bdee3 · outbound

This paper cites an unresolved cited work.

ArgCMV: An Argument Summarization Benchmark for the LLM-era Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:43:45.018732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 288362d9-91f9-4278-8cbc-8b6547e60681 · inbound

ArgBench: Benchmarking LLMs on Computational Argumentation Tasks cites this paper.

ArgBench: Benchmarking LLMs on Computational Argumentation Tasks ArgCMV: An Argument Summarization Benchmark for the LLM-era

Reference 89

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:16:20.695496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.