Paper Citation Record · LEDGER

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems

As of 13 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.04492.

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

pith.paper-citation-record.v1
2412.04492 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:37:30.902239Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

38 of 38 outbound references displayed

verified exact2
verified fuzzy19
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ce6827b-40d3-4a07-abfb-1129a083883e · outbound

This paper cites Galland, C.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Galland, C

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.694460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4b5155e1-9408-4878-8e80-2fff324bde82 · outbound

This paper cites Vanel, A.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Vanel, A

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T12:37:30.733832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 284c5e46-2480-4bdb-ace7-1341f8aab312 · outbound

This paper cites DeVault, R.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems DeVault, R

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.679648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d411bfea-95c1-4c44-aacb-f11f526b1e3e · outbound

This paper cites Clavel, M.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Clavel, M

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.665036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 19c864c6-3de2-49dd-928f-bdc61bbbca66 · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:37:31.649946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 957ce12e-99dd-4e89-8ab5-8e213235b33b · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:37:31.635165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f44fec9b-f878-4f20-aaa2-5f081e9676ad · outbound

This paper cites Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T12:37:30.758763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a58c0930-f89c-4268-82d9-b5b969067ad4 · outbound

This paper cites Abulimiti, C.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Abulimiti, C

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.619863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5eb024bc-85a8-403b-bca8-20d15f2fb943 · outbound

This paper cites Enhancing Empathetic Response Generation by Augmenting LLMs with Small-scale Empathetic Models.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Enhancing Empathetic Response Generation by Augmenting LLMs with Small-scale Empathetic Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T12:37:30.768599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90ae2938-1b95-4c3e-805c-afb75cd0c90e · outbound

This paper cites Rashkin, E.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Rashkin, E

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.603855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c2ba4d03-aa80-4e89-861a-f1851032c811 · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T12:37:30.779257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 111e4885-8240-420c-907c-36eaa658dd4b · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:37:31.589746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 97e277a4-2d5c-4fc2-ad66-4baa33c89835 · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:37:31.574800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 08841544-7e79-4f54-b27c-9bdfee22cea0 · outbound

This paper cites Thoppilan, D.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Thoppilan, D

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.559864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4a5f7ec5-8196-44e4-bd4c-620be05bcbba · outbound

This paper cites Lee, C.-G.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Lee, C.-G

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.544109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b9304bc2-ea1a-4e1c-a5a3-e728dfc720e3 · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:37:31.529597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 357a1d3a-1b8b-4f07-bff4-0a6eff8443e9 · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T12:37:30.806105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 204da19b-51c0-46ef-89e8-f87df17a90bb · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:37:31.515066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bd947103-c9ee-49f3-bd58-7ebf6a777b54 · outbound

This paper cites Welivita, Y.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Welivita, Y

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.500494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0095b8d2-6e80-4c96-afed-b2ab131a81f6 · outbound

This paper cites Vanel, A.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Vanel, A

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.485924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ef142b72-4224-4316-b89b-36b24ae7a1d6 · outbound

This paper cites CAiRE: An Empathetic Neural Chatbot.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems CAiRE: An Empathetic Neural Chatbot

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-12T12:37:31.017391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b762d37b-2751-4b73-b4c8-8f78c194c78f · outbound

This paper cites EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-12T12:37:30.995810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 81d798e7-dd7c-45a9-bec0-34248057bf11 · outbound

This paper cites Towards Emotional Support Dialog Systems.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Towards Emotional Support Dialog Systems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T12:37:30.833998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7172e5ff-3d1e-41fd-9a92-6d21fc6f12f4 · outbound

This paper cites Radford, J.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Radford, J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.471093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4278c634-9375-4585-b706-f8049c7889f9 · outbound

This paper cites Zhang, S.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Zhang, S

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.456103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f30c886a-ad04-4dc2-975e-48c75b2932cf · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:37:31.441117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a9a0c5e6-e29f-4786-a5bc-10938d86d2a3 · outbound

This paper cites Post, ``A call for clarity in reporting BLEU scores,'' in Proceedings of the Third Conference on Machine Translation: Research Papers.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Post, ``A call for clarity in reporting BLEU scores,'' in Proceedings of the Third Conference on Machine Translation: Research Papers

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.426256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8b25dba6-27f9-44e0-ba90-f6b174967d03 · outbound

This paper cites Lin, `` ROUGE : A package for automatic evaluation of summaries,'' in Text Summarization Branches Out.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Lin, `` ROUGE : A package for automatic evaluation of summaries,'' in Text Summarization Branches Out

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.411129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6516ec5e-4e11-437f-b801-fafee24ffec3 · outbound

This paper cites Popovi \'c , ``chr F : character n-gram F -score for automatic MT evaluation,'' in Proceedings of the Tenth Workshop on Statistical Machine Translation.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Popovi \'c , ``chr F : character n-gram F -score for automatic MT evaluation,'' in Proceedings of the Tenth Workshop on Statistical Machine Translation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.396452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 87ec0bfa-46dc-4692-bf0d-2b4534cfebaf · outbound

This paper cites Zhang, V.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Zhang, V

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.380955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5f1241bf-e73c-4233-8d2c-0c8200c174fa · outbound

This paper cites Jelinek, R.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Jelinek, R

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.363839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 60b06ffd-663f-4c92-a466-84c070ba2a84 · outbound

This paper cites Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T12:37:30.875454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f786ea85-491f-4568-a12f-2b114be1ac3a · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:37:31.348260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7983ccf4-be03-4cb7-9a21-5bf4b7f82c11 · outbound

This paper cites Ni'mah, M.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Ni'mah, M

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.332717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cea20e11-f258-44d7-b74e-33967b0b6fa7 · outbound

This paper cites Devlin, M.-W.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Devlin, M.-W

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.317233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e63c5caa-b5fb-4dc3-9317-989550d69444 · outbound

This paper cites Lewis, Y.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Lewis, Y

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:37:31.302022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 00e48da5-8329-4f70-8c4f-858f2e3cd77d · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T12:37:30.897795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba3265f3-3b4c-46a3-9594-6040e26834b4 · outbound

This paper cites an unresolved cited work.

Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T12:37:30.902239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.