Paper Citation Record · LEDGER

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach

As of 12 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2412.13283.

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

pith.paper-citation-record.v1
2412.13283 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:20:06.715120Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

39 of 39 outbound references displayed

verified exact7
verified fuzzy2
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c92c21c2-dd14-45e7-8866-05650bb9680d · outbound

This paper cites Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, and Charese Smiley.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, and Charese Smiley

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:20:07.791997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 599baff0-f440-4779-a6d2-d632b68d687a · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-08-11T13:20:07.036720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e30484ae-4729-4666-a87f-06ef26650916 · outbound

This paper cites An Improved Text Sentiment Classification Model Using TF-IDF and Next Word Negation.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach An Improved Text Sentiment Classification Model Using TF-IDF and Next Word Negation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.403364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2471f7ac-1f13-4ddd-afc3-24468de0f398 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.412068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fd203a9-4449-4239-a4d2-9af9289be851 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.418373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de4ba047-8554-44a1-96fb-8a3c161b860c · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.425029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9109988b-70ae-4306-89ab-1e6be0b70e74 · outbound

This paper cites Garrido-Merchan, Roberto Gozalo-Brizuela, and Santiago Gonzalez-Carvajal.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Garrido-Merchan, Roberto Gozalo-Brizuela, and Santiago Gonzalez-Carvajal

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.438348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902cc963-3926-4e2c-a259-c20099cd20d7 · outbound

This paper cites Inductive Representation Learning on Large Graphs.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Inductive Representation Learning on Large Graphs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.445565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15a0a881-04dc-4a9e-a1e8-764f4022b7b5 · outbound

This paper cites MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:20:07.625225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 57542c6c-e579-4d05-94c7-8fc0a6bfc674 · outbound

This paper cites Open Graph Benchmark: Datasets for Machine Learning on Graphs.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Open Graph Benchmark: Datasets for Machine Learning on Graphs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.463887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42846403-75bc-4b7d-92cc-3c0ca7859b9e · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:20:07.770205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e4ef822a-8572-415a-98f5-2406c592dab5 · outbound

This paper cites Temporal Graph Benchmark for Machine Learning on Temporal Graphs.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Temporal Graph Benchmark for Machine Learning on Temporal Graphs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.479667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 440186c5-1dca-4c99-a88b-6f65b534782d · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.497417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6e8c0e-99c3-4d88-9f19-e715510b6e30 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:20:07.752239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b7f2b46d-fae4-45dd-a4b3-45cd37e8f5e2 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-11T13:20:06.958917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fc83f04d-c5dd-4a2a-ae50-e5bbb03a1c9e · outbound

This paper cites An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.521046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aaaaf66-fac5-43ac-a9a9-ea864c34dc81 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Semi-Supervised Classification with Graph Convolutional Networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.529233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dec98048-46ab-4c0f-9443-2c13d1c0a4e6 · outbound

This paper cites Shad Akhtar, and Tanmoy Chakraborty.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Shad Akhtar, and Tanmoy Chakraborty

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:20:07.730918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 876707a8-64c1-4f44-b292-7a335144b059 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.546614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64212d5f-0e35-4465-ba9f-973b8f5bc282 · outbound

This paper cites KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.553355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfb1333c-afc2-40d5-8d84-2212cf971967 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-11T13:20:06.922513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5e19329b-9e84-493f-8874-8a4166473828 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-11T13:20:06.894627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 71b845ca-2e74-462c-8891-736859e6b257 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-11T13:20:06.868050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 90277302-b386-4575-9c1e-a67d0879f2ba · outbound

This paper cites Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.600150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd56fa3-5598-4cac-822f-a7ce76dbf563 · outbound

This paper cites Qader, Musa M.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Qader, Musa M

Reference 25

Resolution: verified exact; raw_fallback, observed 2026-08-11T13:20:07.384237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c43081b-f83b-4734-b2f4-c57584c52234 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:20:07.710425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d8c2654d-f12f-413c-a8c6-ecd33a40cfb6 · outbound

This paper cites How to Fine-Tune BERT for Text Classification?.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach How to Fine-Tune BERT for Text Classification?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.623928Z

Source-reported events for the cited work

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Observation 302abfaa-9b91-4cbf-953b-594dc8c60416 · outbound

This paper cites Large Language Models for Data Annotation and Synthesis: A Survey.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Large Language Models for Data Annotation and Synthesis: A Survey

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.631314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e044091f-f434-469e-8442-754c9f3e2ebb · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61a44cc-5bcf-4c35-b027-078e9e7a3a30 · outbound

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Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Graph Attention Networks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.646272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a19e5774-322f-43f6-a0f2-0a33303472cb · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.653615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7032c57e-91e1-4446-a8fd-0ec35787dbac · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.660191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d61a4cb-29a3-4560-8257-a591f6336b28 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.667053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90aebd3d-2ea7-4314-bbc7-8854b8971f6f · outbound

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Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Graph Convolutional Networks for Text Classification

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.675637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 944a444a-7a6b-471a-9296-fcb7f78ba17f · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72a9cba9-a431-40ff-bd2f-b7d981800d55 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 916c0b2c-f162-4225-84a8-c73f09e6ebd5 · outbound

This paper cites an unresolved cited work.

Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.704275Z

Source-reported events for the cited work

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Observation 4dbbd3e9-7edb-4bf9-8b35-ab19d8cb753b · outbound

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Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach online" 'onlinestring :=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.709332Z

Source-reported events for the cited work

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Observation c605aaab-6dbf-4a19-ae6c-7efb65c0dd42 · outbound

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Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach write newline

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T13:20:06.715120Z

Source-reported events for the cited work

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Pith citing papers

No inbound Pith citation observations are available.