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Paper Citation Record · LEDGER

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs

As of 15 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2411.12196.

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

pith.paper-citation-record.v1
2411.12196 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:53:12.434793Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

46 of 46 outbound references displayed

  • verified exact3
  • verified fuzzy18
  • unresolved20
  • parse uncertain0
  • malformed identifier3
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8090f6f1-25d1-4ead-adf0-5afeff0900f1 · outbound

This paper cites Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3a6b05ba-ed03-4de3-ac6a-dccd0b8a41c9 · outbound

This paper cites Adversarial Learning for Zero-Shot Stance Detection on Social Media.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Adversarial Learning for Zero-Shot Stance Detection on Social Media

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 219e7eda-02b1-49da-92b0-0c6202156aa6 · outbound

This paper cites Stance Detection with Bidirectional Conditional Encoding.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Stance Detection with Bidirectional Conditional Encoding

Reference 3

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no resolver link, observed 2026-08-12T17:53:12.193407Z

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Unavailable: canonical work link unavailable.

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Observation d77180bc-f28b-4493-b7cc-adfaee4361af · outbound

This paper cites IEEE Access8, 47177–47187 (2020) 2, 3.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs IEEE Access8, 47177–47187 (2020) 2, 3

Reference 4

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation eed050f4-12e4-46eb-96f3-f71d2afae51b · outbound

This paper cites In: 2019 International Conference on Engineering and Emerging Technologies (ICEET), pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: 2019 International Conference on Engineering and Emerging Technologies (ICEET), pp

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation d72e05ec-afa3-4af1-b42d-8bd18e8be421 · outbound

This paper cites AStA Advances in Statistical Analysis91, 181–196 (2007).

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs AStA Advances in Statistical Analysis91, 181–196 (2007)

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation e0ccfd86-b691-4db8-8bdd-e0ff1792fd04 · outbound

This paper cites National Bureau of Economic Research, (2020) 2, 3, 10.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs National Bureau of Economic Research, (2020) 2, 3, 10

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 14d39ac7-498a-43e4-84e6-daae1773351a · outbound

This paper cites In: 2015 Fif- teenth International Conference on Advances in ICT for Emerging Regions (ICTer), pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: 2015 Fif- teenth International Conference on Advances in ICT for Emerging Regions (ICTer), pp

Reference 8

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metadata mismatch
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation f09f0744-9f1a-40a2-a6a0-0965bcce65e1 · outbound

This paper cites Language Models are Few-Shot Learners.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Language Models are Few-Shot Learners

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dcb6e5e1-50a0-45c1-85b0-c5a5c3997d2f · outbound

This paper cites In: Proceedings of the International AAAI Conference on Web and Social Media, vol.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Proceedings of the International AAAI Conference on Web and Social Media, vol

Reference 10

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Observation f6366877-7f0f-4a42-ad77-482a3cde9126 · outbound

This paper cites an unresolved cited work.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 0e0bd9f4-a69f-4ba9-89e8-da59b0db5fd7 · outbound

This paper cites Policy & Internet7(1), 46–79 (2015) 4.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Policy & Internet7(1), 46–79 (2015) 4

Reference 12

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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 2026-08-15T06:32:42.880941+00:00.

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Observation 3b3ba75f-19b3-47d4-b7e6-110e6be0e76a · outbound

This paper cites In: Proceedings of the 7th Workshop on So- cial Network Mining and Analysis, article no.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Proceedings of the 7th Workshop on So- cial Network Mining and Analysis, article no

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 45245bd7-82ea-476a-b5b4-1a5aa006030a · outbound

This paper cites In: Proceedings of the International AAAI Conference on Web and Social Media, vol.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Proceedings of the International AAAI Conference on Web and Social Media, vol

Reference 14

Resolution
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no resolver link, observed 2026-08-12T17:53:12.255034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fd1af55a-0410-458b-9bd8-56bc4bbeae05 · outbound

This paper cites Science Communication42(5), 679–697 (2020) 2, 3 16 Zixin Liu et al.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Science Communication42(5), 679–697 (2020) 2, 3 16 Zixin Liu et al

Reference 15

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation f06ba873-b67d-4a7a-a91a-991914c3b718 · outbound

This paper cites Journal of Personality and Social Psychology 50(6), 1141–1151 (1986) 2.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Journal of Personality and Social Psychology 50(6), 1141–1151 (1986) 2

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation ed690132-9cf3-479c-b85b-e1320e9dc932 · outbound

This paper cites Annual Review of Political Science 22(1), 129–146 (2019) 2, 3, 10.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Annual Review of Political Science 22(1), 129–146 (2019) 2, 3, 10

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 8ca6387d-d7a4-4a06-868f-57774cec9ed0 · outbound

This paper cites Public Opinion Quarterly76(3), 405–431 (2012) 3, 5, 10.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Public Opinion Quarterly76(3), 405–431 (2012) 3, 5, 10

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 0cd79d17-28f3-4417-8efe-06b22713e45d · outbound

This paper cites American Journal of Political Science59(3), 690–707 (2015) 10.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs American Journal of Political Science59(3), 690–707 (2015) 10

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 9d01a769-b768-4954-89b7-36142398b32b · outbound

This paper cites Asian Journal of Commu- nication 29(3), 252—273 (2018) 2.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Asian Journal of Commu- nication 29(3), 252—273 (2018) 2

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 2026-08-15T06:32:42.880941+00:00.

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Observation 488d7d4d-a10f-477e-9bfd-e687ba25c9b0 · outbound

This paper cites In: Proceedings of the International AAAI Conference on Web and Social Media, vol.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Proceedings of the International AAAI Conference on Web and Social Media, vol

Reference 21

Resolution
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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation e57b4ed2-7ae8-4e2e-98e5-1c78a84253a5 · outbound

This paper cites Proceedings of the ACM on Human- Computer Interaction 2(CSCW), 1–23 (2018).

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Proceedings of the ACM on Human- Computer Interaction 2(CSCW), 1–23 (2018)

Reference 22

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 4399afea-0759-4745-b7f7-c592c5aaaec4 · outbound

This paper cites Journal of Per- sonality and Social Psychology8(4, Pt.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Journal of Per- sonality and Social Psychology8(4, Pt

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 9a06853a-3301-4b47-b192-c27864507824 · outbound

This paper cites Journal of Experimental Social Psychology 3(1), 75–84 (1967).

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Journal of Experimental Social Psychology 3(1), 75–84 (1967)

Reference 24

Resolution
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raw_fallback, observed 2026-08-12T17:53:13.435955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation c41eb57a-983d-4580-919c-78c4e7a1b63c · outbound

This paper cites Stance Detection with Collaborative Role-Infused LLM-Based Agents.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Stance Detection with Collaborative Role-Infused LLM-Based Agents

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 04f3f549-3733-44ca-ade8-4ee7b8f8bc02 · outbound

This paper cites The Journal of Politics 79(2), 485–501 (2017) 2, 3, 10.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs The Journal of Politics 79(2), 485–501 (2017) 2, 3, 10

Reference 26

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 01366467-b3cf-4a11-8c19-a9162bc7c84f · outbound

This paper cites In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp

Reference 27

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2380ca2a-bfcb-486e-82ec-05875c2b2a3e · outbound

This paper cites In: Proceedings of the ACM Web Conference 2022, pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Proceedings of the ACM Web Conference 2022, pp

Reference 28

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no resolver link, observed 2026-08-12T17:53:12.330528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 07da9691-d9c0-4eb7-8c23-535413d8cb0a · outbound

This paper cites In: Findings of the Association for Compu- tational Linguistics: ACL-IJCNLP 2021, pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Findings of the Association for Compu- tational Linguistics: ACL-IJCNLP 2021, pp

Reference 29

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no resolver link, observed 2026-08-12T17:53:12.335655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b7b10e26-ed58-4104-b72c-5dec2ce80150 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pp

Reference 30

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no resolver link, observed 2026-08-12T17:53:12.341673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4f6d5be1-3162-44f1-9b51-8ae60f6605d1 · outbound

This paper cites Social Science Computer Review (2024).

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Social Science Computer Review (2024)

Reference 31

Resolution
verified exact
doi, observed 2026-08-12T17:53:12.514447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 5715bd23-ee5c-400b-a6ed-2bc810ea6011 · outbound

This paper cites Chaos, Solitons & Fractals 169, 113287 (2023) 2, 4 A More Advanced Group Polarization Measurement Scheme 17.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Chaos, Solitons & Fractals 169, 113287 (2023) 2, 4 A More Advanced Group Polarization Measurement Scheme 17

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:53:13.401867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation c3e981b7-4407-4fa7-a2f4-54e37b30e68d · outbound

This paper cites Government Information Quarterly34(3), 533–544 (2017) 4.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Government Information Quarterly34(3), 533–544 (2017) 4

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:53:13.384177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 34c9c841-e90a-4b79-91a0-12ac0a7bf4b7 · outbound

This paper cites In: Proceedings of the 10th Interna- tional Workshop on Semantic Evaluation (SemEval-2016), pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Proceedings of the 10th Interna- tional Workshop on Semantic Evaluation (SemEval-2016), pp

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T17:53:12.363624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:53:12.363624Z digest=sha256:53eb65220fa6c1478c5f9959a586f5887c73124002289ff2f4cd62748af53488

Observation af0ce3ad-1d28-4e3c-82fa-6cefe565992f · outbound

This paper cites "Everything I Disagree With is #FakeNews": Correlating Political Polarization and Spread of Misinformation.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs "Everything I Disagree With is #FakeNews": Correlating Political Polarization and Spread of Misinformation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-12T17:53:12.368776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:53:12.368776Z digest=sha256:665ffd4a6c04cbc34307d8687f962e43d306ad674a70a4702ec57edb1ab41cac

Observation 2d575ef1-3b98-4d27-b2d2-cf031c95b546 · outbound

This paper cites Proceedings of the National Academy of Sciences 118(50), e2102141118 (2021).

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Proceedings of the National Academy of Sciences 118(50), e2102141118 (2021)

Reference 36

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T17:53:13.365588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T17:53:12.374529Z digest=sha256:7ad03db1ce36d08a2aa6e320aed96a7a581f09b29f5a06da48174f59cff02d1d

Observation 7a3ad09a-a452-45c7-a30d-621388f85a94 · outbound

This paper cites an unresolved cited work.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T17:53:13.348659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T17:53:12.379822Z digest=sha256:6a7d3da75387d333458d285de11f742081ee88d96e1c633cb83c87561c40c433

Observation 37cbf2ec-a911-4df1-881c-2484031eff2b · outbound

This paper cites In: Proceedings of the International AAAI Conference on Web and Social Media, vol.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Proceedings of the International AAAI Conference on Web and Social Media, vol

Reference 38

Resolution
verified exact
doi, observed 2026-08-12T17:53:12.484290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T17:53:12.385358Z digest=sha256:a379e2054aa847b60039e3177a88fa4f8ecbfbad5269d94ce9b7c51473d89bce

Observation 86704ca0-c756-440b-bc6d-a5568681e5f8 · outbound

This paper cites In: 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T17:53:12.391631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:53:12.391631Z digest=sha256:4fde2e2c3bf11f08cdcd0ca0d9f744f1e4e8a8a5d918370f68989b9ec3713b20

Observation a4401cd9-e2fc-4641-9ff2-2ee6a8d3e30c · outbound

This paper cites In: 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), pp

Reference 40

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T17:53:13.331352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T17:53:12.397807Z digest=sha256:79df8f352383936b194d70995725652ffe2ccebd69c863128828cc2c00526348

Observation af21459a-e4a3-4424-8fc5-6d7ac3bc1804 · outbound

This paper cites Information Systems Journal33(3), 640–668 (2023) 3, 10.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Information Systems Journal33(3), 640–668 (2023) 3, 10

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:53:13.314306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T17:53:12.403124Z digest=sha256:cf7968b99bfd777e4c8818fca39e0016426c6c92cbc613538761e330fa480d75

Observation 856fcc85-81da-4783-881a-be26063385e5 · outbound

This paper cites In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T17:53:12.408173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:53:12.408173Z digest=sha256:db18f32d537fd668deb9a7b2218573788ae7e115b07021a236bac7876940e86c

Observation d62ee653-908f-4e11-bb70-d8d85db70258 · outbound

This paper cites Political Communication38(1-2), 98–139 (2021) 10.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Political Communication38(1-2), 98–139 (2021) 10

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:53:13.298011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-12T17:53:12.414197Z digest=sha256:28f5b8097fb8d46659aeda79713ceda29048590de248caf2b1e1fc905f678006

Observation b5d6f9e8-fbaf-4e73-9080-18dc06e324ee · outbound

This paper cites How would Stance Detection Techniques Evolve after the Launch of ChatGPT?.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs How would Stance Detection Techniques Evolve after the Launch of ChatGPT?

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-12T17:53:12.421245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:53:12.421245Z digest=sha256:27670dfd67625ce15e6365893b895fe52cc040eec21bafad0701d065b6c230d9

Observation ef43144c-d141-4895-a20b-947f11cb843e · outbound

This paper cites Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-12T17:53:12.428638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:53:12.428638Z digest=sha256:401b2d108668e3bc64bef64d72ed55e2211139ca0b72f864874a24a699a7a0b8

Observation 43134f0c-a3a5-44ca-a288-dea6f257934d · outbound

This paper cites 793–803 (2019).https://doi.org/10.

A More Advanced Group Polarization Measurement Approach Based on LLM-Based Agents and Graphs 793–803 (2019).https://doi.org/10

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T17:53:12.434793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:53:12.434793Z digest=sha256:e5b76e102541e4727f97c747d0381ab67c838a9c7aa46e2aa12d6de7149042c8

Pith citing papers

No inbound Pith citation observations are available.