Paper Citation Record · LEDGER

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback

As of 9 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2605.30273.

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

pith.paper-citation-record.v1
2605.30273 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T05:24:14.838926Z

measured 14 of 14 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

14 of 14 outbound references displayed

verified exact1
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06a925f6-eb3a-443e-b426-a2dc1ce2b0e2 · outbound

This paper cites Modeling Empathy and Distress in Reaction to News Stories.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback Modeling Empathy and Distress in Reaction to News Stories

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T17:13:45.290755Z

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 251b8f4d-f6a4-4112-8319-3310fb5bb239 · outbound

This paper cites J.; Yoo, D.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback J.; Yoo, D

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:13:45.287968Z

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 1caa59ba-e207-4cf0-97eb-b91adc482cf3 · outbound

This paper cites CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T17:13:45.287471Z

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 02a3f9fc-99ef-4512-8055-99578f351326 · outbound

This paper cites CALM-IT: Generating Realistic Long-Form Motivational Interviewing Dialogues with Dual-Actor Conversational Dynamics Tracking.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback CALM-IT: Generating Realistic Long-Form Motivational Interviewing Dialogues with Dual-Actor Conversational Dynamics Tracking

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T17:13:45.278979Z

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 46adaa13-cc13-4d29-99f8-fc7dca1cf3c4 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T17:13:45.278082Z

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 66d48bc7-8e84-423d-ae23-a969ac5c655a · outbound

This paper cites an unresolved cited work.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T05:24:14.838926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a9890d5-04ac-481f-8478-582a7a33d8fa · outbound

This paper cites Gemma Team, Aishwarya Kamath, Johan Ferret, Shreya Pathak, Nino Vieillard, Ramona Merhej, Sarah Per- rin, Tatiana Matejovicova, Alexandre Ramé, Mor- gane Rivière, et al.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback Gemma Team, Aishwarya Kamath, Johan Ferret, Shreya Pathak, Nino Vieillard, Ramona Merhej, Sarah Per- rin, Tatiana Matejovicova, Alexandre Ramé, Mor- gane Rivière, et al

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T17:13:45.284595Z

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 8c6264e5-8d66-49b3-846b-3b2d58b6dda5 · outbound

This paper cites InWork- shop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA), held in conjunc- tion with EACL 2021, pages 92–104.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback InWork- shop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA), held in conjunc- tion with EACL 2021, pages 92–104

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T05:24:14.838926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bec8733-9c29-4c9b-8d9a-46a5b7f974bc · outbound

This paper cites In Proceedings of the ACM Web Conference 2023, pages 2677–2685.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback In Proceedings of the ACM Web Conference 2023, pages 2677–2685

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T05:24:14.838926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 779d2210-3c04-421a-a2ac-ee57fc518574 · outbound

This paper cites - Avoid overly formal, clinical, or``therapist-like''language.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback - Avoid overly formal, clinical, or``therapist-like''language

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T05:24:14.838926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae842dc3-90b3-4c86-87b9-09a9b7ef8824 · outbound

This paper cites - Keep it concise --- avoid long, repetitive paragraphs.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback - Keep it **concise** --- avoid long, repetitive paragraphs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T05:24:14.838926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a326b2eb-e927-4605-b35e-f6e1f9d4582e · outbound

This paper cites - Avoid overly formal, clinical, or``therapist-like''language.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback - Avoid overly formal, clinical, or``therapist-like''language

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T05:24:14.838926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee4585b-de92-4def-884e-38c043e894e0 · outbound

This paper cites - Offer encouragement, gentle advice, or shared perspective where appropriate.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback - Offer encouragement, gentle advice, or shared perspective where appropriate

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T05:24:14.838926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fed71b9c-eb21-4dca-9548-cb9510aa7011 · outbound

This paper cites - Keep it concise --- avoid long, repetitive paragraphs.

LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback - Keep it **concise** --- avoid long, repetitive paragraphs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T05:24:14.838926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.