Paper Citation Record · LEDGER

Appropriateness of Empathy in AI: A Signal-Cost Perspective

As of 7 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2605.31340.

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

pith.paper-citation-record.v1
2605.31340 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T20:55:04.834312Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

12 of 12 outbound references displayed

verified exact2
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df4295b7-d605-46a9-b9c4-3896f2f487bb · outbound

This paper cites ChatGPT: Optimizing Language Models for Dialogue,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective ChatGPT: Optimizing Language Models for Dialogue,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 995b85b2-88df-4273-9fcb-bd695e5fc589 · outbound

This paper cites Towards a Multidimensional Evaluation Framework for Empathetic Conversational Systems.

Appropriateness of Empathy in AI: A Signal-Cost Perspective Towards a Multidimensional Evaluation Framework for Empathetic Conversational Systems

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:36:12.071288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 710802f5-09c8-4158-8ca9-c1153da46825 · outbound

This paper cites Assessing empathy in large language models with real-world physician- patient interactions,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective Assessing empathy in large language models with real-world physician- patient interactions,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c613f61b-1b8c-4563-ad34-8b8dbed77f75 · outbound

This paper cites Measuring perceived empathy in dialogue systems,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective Measuring perceived empathy in dialogue systems,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69787a1f-6a3c-44e2-9f9e-299f0d464dc5 · outbound

This paper cites The illusion of empathy: How AI chatbots shape conversation perception,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective The illusion of empathy: How AI chatbots shape conversation perception,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdc9ee28-c803-41e0-ac51-088f389da35e · outbound

This paper cites From adaptive heuristic to phylogenetic perspective: Some lessons from the evolutionary psychology of emotion,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective From adaptive heuristic to phylogenetic perspective: Some lessons from the evolutionary psychology of emotion,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abd014e9-b481-4895-b954-2ca35c21c7bb · outbound

This paper cites These things called empathy: Eight related but distinct phenomena,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective These things called empathy: Eight related but distinct phenomena,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89fa4e2a-9dcf-40c9-b3ad-c1e659e843ce · outbound

This paper cites Situational determinants of cognitive, affective, and compassionate empathy in naturalistic digital interactions,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective Situational determinants of cognitive, affective, and compassionate empathy in naturalistic digital interactions,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d50b8a-d7b6-4d71-9d2f-5748b6ac0317 · outbound

This paper cites A computational approach to understanding empathy expressed in text-based mental health support,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective A computational approach to understanding empathy expressed in text-based mental health support,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01c0e947-1e22-4272-8e06-465441c402f3 · outbound

This paper cites Findings of W ASSA 2023 shared task on empathy, emotion and personality detection in conversation and reactions to news articles,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective Findings of W ASSA 2023 shared task on empathy, emotion and personality detection in conversation and reactions to news articles,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b40504d-0978-4aee-85b8-09af821a0358 · outbound

This paper cites Development of the therapist empathy scale,.

Appropriateness of Empathy in AI: A Signal-Cost Perspective Development of the therapist empathy scale,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T20:55:04.834312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a868e58f-6405-43d5-be0f-8698b19dfed3 · outbound

This paper cites Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset.

Appropriateness of Empathy in AI: A Signal-Cost Perspective Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:36:12.068401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.