Paper Citation Record · LEDGER

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.28643.

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

pith.paper-citation-record.v1
2607.28643 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:53:08.096173Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

45 of 45 outbound references displayed

verified exact9
verified fuzzy0
unresolved35
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e34114de-37d1-4eb9-8d2b-112a6943058b · outbound

This paper cites WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community

Reference 1

Resolution: verified exact; doi, observed 2026-08-03T00:54:10.403525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec695140-a6bf-4f0d-8dfc-fff8a276da40 · outbound

This paper cites Moderation in the Wild: Investigating User-Driven Moderation in Online Discussions.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Moderation in the Wild: Investigating User-Driven Moderation in Online Discussions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:07.952661Z

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Unavailable: canonical work link unavailable.

Observation 3b7a3c99-9259-4c44-8a1e-915196471451 · outbound

This paper cites I Beg to Differ: A study of constructive disagreement in online conversations.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions I Beg to Differ: A study of constructive disagreement in online conversations

Reference 3

Resolution: verified exact; doi, observed 2026-08-03T00:54:10.281416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3465fbb8-e9f4-4c4c-9af6-c7812137b024 · outbound

This paper cites How to disagree well: Investigating the dispute tactics used on Wikipedia.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions How to disagree well: Investigating the dispute tactics used on Wikipedia

Reference 4

Resolution: verified exact; doi, observed 2026-08-03T00:54:10.172061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1312f41a-981d-4336-8b65-f70b6ac3ffdd · outbound

This paper cites an unresolved cited work.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:07.963229Z

Source-reported events for the cited work

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Observation 572a40b1-2400-4fd0-8d73-7c9e735651ec · outbound

This paper cites 2025 , eprint=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions 2025 , eprint=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:07.966635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4aa2b75-e3a2-4628-9152-02ea6641b2ac · outbound

This paper cites and Danescu-Niculescu-Mizil, Cristian.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions and Danescu-Niculescu-Mizil, Cristian

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:07.970118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22268a3c-4001-4f3a-8e27-4a75285d5de0 · outbound

This paper cites Facilitative moderation for online participation in eRulemaking , year =.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Facilitative moderation for online participation in eRulemaking , year =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:07.973211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12f755f2-95e0-4c32-921f-3811ec44dd8d · outbound

This paper cites Conversational Flow in O xford-style Debates.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Conversational Flow in O xford-style Debates

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:07.976579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad7dfa2-c230-4da5-9b76-287d7e2d2ff3 · outbound

This paper cites Fora: A corpus and framework for the study of facilitated dialogue.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Fora: A corpus and framework for the study of facilitated dialogue

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:07.980040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bfb11f6-eb59-454f-b09c-be48b8b4ab6a · outbound

This paper cites WH o W : A Cross-domain Approach for Analysing Conversation Moderation.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions WH o W : A Cross-domain Approach for Analysing Conversation Moderation

Reference 11

Resolution: verified exact; doi, observed 2026-08-03T00:54:09.906929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ec03777-bcc1-415e-9d71-5bb018432759 · outbound

This paper cites Evaluation and Facilitation of Online Discussions in the LLM Era: A Survey.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Evaluation and Facilitation of Online Discussions in the LLM Era: A Survey

Reference 12

Resolution: verified exact; doi, observed 2026-08-03T00:54:09.817080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 18bb3521-6c24-4429-a1e3-5c30766d903b · outbound

This paper cites Moderation Matters: Measuring Conversational Moderation Impact in E nglish as a Second Language Group Discussion.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Moderation Matters: Measuring Conversational Moderation Impact in E nglish as a Second Language Group Discussion

Reference 13

Resolution: verified exact; doi, observed 2026-08-03T00:54:09.683525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3109d0c2-0b53-4f13-85e3-6681fdd9e008 · outbound

This paper cites 2026 , eprint=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions 2026 , eprint=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:07.992250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 359f7e3f-b584-4e43-923d-b9e0dc64369e · outbound

This paper cites and Gollakota, Shyamnath.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions and Gollakota, Shyamnath

Reference 15

Resolution: verified exact; doi, observed 2026-08-03T00:54:09.532454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 26572e0c-a80b-4846-a9eb-7541cf06a871 · outbound

This paper cites Annotation alignment: Comparing LLM and human annotations of conversational safety.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Annotation alignment: Comparing LLM and human annotations of conversational safety

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:07.998274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fac5e2ab-5e1c-492d-bdd6-f0fc3d5bd55c · outbound

This paper cites Frontiers in Artificial Intelligence , VOLUME=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Frontiers in Artificial Intelligence , VOLUME=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.001386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d03c750e-ea8b-49c0-8f8a-7854d442be8c · outbound

This paper cites Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems , articleno =.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems , articleno =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.005295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 045ceda0-4108-4054-a692-267890d07f01 · outbound

This paper cites ArXiv , year=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions ArXiv , year=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.009024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d7d809-33c5-4fc4-b8f5-34b16f5b5861 · outbound

This paper cites Proceedings of the International AAAI Conference on Web and Social Media , author=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Proceedings of the International AAAI Conference on Web and Social Media , author=

Reference 20

Resolution: verified exact; doi, observed 2026-08-03T00:54:09.382715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e0289e04-cc47-4826-9550-bcd95021bbce · outbound

This paper cites an unresolved cited work.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Unresolved cited work

Reference 21

Resolution: parse uncertain; no resolver link, observed 2026-08-03T00:53:08.017455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71643f77-efb0-4c75-82aa-54518517d2ae · outbound

This paper cites an unresolved cited work.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.020550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76bac57-7bd6-4555-b6ef-fa71586f2975 · outbound

This paper cites Communication Research Reports , volume=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Communication Research Reports , volume=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.023702Z

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Observation 06357796-6d87-45aa-8c1c-a2df4de25b7a · outbound

This paper cites Government Information Quarterly , volume=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Government Information Quarterly , volume=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.027251Z

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Observation 1795d5d8-cdcc-46b7-9f4f-fc7edc295669 · outbound

This paper cites Journal of Educational computing research , volume=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Journal of Educational computing research , volume=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.030554Z

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Unavailable: canonical work link unavailable.

Observation 011843db-18b7-4109-ba66-8a67b6247519 · outbound

This paper cites Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems , pages=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems , pages=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.033940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2522082a-a216-42db-b127-0b3876861697 · outbound

This paper cites The Journal of Social Psychology , volume=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions The Journal of Social Psychology , volume=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.037394Z

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Observation 6352e68f-6420-43c4-bf79-3f391fe64942 · outbound

This paper cites International Journal of Human-Computer Studies , volume=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions International Journal of Human-Computer Studies , volume=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.040641Z

Source-reported events for the cited work

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Observation b98ed90b-cd52-4084-b301-276bd8c58651 · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.044076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af6aa12b-62b9-4cf7-9251-db4c412911ba · outbound

This paper cites Political Analysis , author=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Political Analysis , author=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.047471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44fbaeda-9b5e-4fa4-aecf-106f29036967 · outbound

This paper cites Proceedings of the 33rd ACM Conference on Hypertext and Social Media , pages =.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Proceedings of the 33rd ACM Conference on Hypertext and Social Media , pages =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.050530Z

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Observation 3ac2e759-eb11-4afb-996e-b12c1214d2c2 · outbound

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To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.053343Z

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Unavailable: canonical work link unavailable.

Observation ada66e29-b942-4805-b87b-d89956206d43 · outbound

This paper cites and Lopez-Lopez, Ezequiel and Hechtlinger, Shahar and Rahwan, Zoe and Aeschbach, Samuel and Bakker, Michiel A.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions and Lopez-Lopez, Ezequiel and Hechtlinger, Shahar and Rahwan, Zoe and Aeschbach, Samuel and Bakker, Michiel A

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.056593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33e195b3-4dad-48e1-a4c9-ea27294080c9 · outbound

This paper cites Sociologica , author=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Sociologica , author=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.060199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6b9d9d3-4e50-4e39-beaa-660b7d25629e · outbound

This paper cites Predicting Moderation of Deliberative Arguments: Is Argument Quality the Key?.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Predicting Moderation of Deliberative Arguments: Is Argument Quality the Key?

Reference 35

Resolution: verified exact; doi, observed 2026-08-03T00:54:09.191798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d6142ea-9e0d-41f4-af98-a7d83c3441f0 · outbound

This paper cites an unresolved cited work.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.066013Z

Source-reported events for the cited work

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Observation b893e567-6208-4ac9-bc64-0a5855905bbe · outbound

This paper cites Social Media + Society , year=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Social Media + Society , year=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.069099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c6a1fd4-c68a-4e22-bfd1-7c0ae7eef6a0 · outbound

This paper cites Analysis of Facilitators' Behaviors in Multi-party Conversations for Constructing a Digital Facilitator System.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Analysis of Facilitators' Behaviors in Multi-party Conversations for Constructing a Digital Facilitator System

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.072314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8acec1d-51fe-4504-a670-6b4a45e3111b · outbound

This paper cites and Cicchetti, Domenic V.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions and Cicchetti, Domenic V

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.075612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab99a1cd-9256-4659-a7f2-ca577acfa2d2 · outbound

This paper cites Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.079043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6a17db6-6762-4ebe-a9be-906584917703 · outbound

This paper cites Venire: A Machine Learning-Guided Panel Review System for Community Content Moderation.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Venire: A Machine Learning-Guided Panel Review System for Community Content Moderation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.082045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a177a152-82c3-46a7-b6cf-b2c4a7e01a02 · outbound

This paper cites Layered Chain-of-Thought Prompting for Multi-Agent LLM Systems: A Comprehensive Approach to Explainable Large Language Models.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Layered Chain-of-Thought Prompting for Multi-Agent LLM Systems: A Comprehensive Approach to Explainable Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.086057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 399d5440-8130-4271-848b-bdfc87fb677f · outbound

This paper cites Preprint, alphaXiv , pages=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Preprint, alphaXiv , pages=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.089912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13d9a86f-f87e-427b-8f3f-7cb5dae90f5b · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Advances in Neural Information Processing Systems , volume=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.092954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 304a171f-1d9c-4c77-a715-fe5e3471a408 · outbound

This paper cites Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models.

To Facilitate or not to Facilitate: Human and LLM Facilitator Tendencies in Online Discussions Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T00:53:08.096173Z

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Unavailable: canonical work link unavailable.

Pith citing papers

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