Paper Citation Record · LEDGER

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents

As of 20 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2505.12531.

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

pith.paper-citation-record.v1
2505.12531 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:36:18.058375Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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 exact0
verified fuzzy1
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de36bd11-9ed6-400a-94f3-3128d04b1a67 · outbound

This paper cites GenQA: Generating Millions of Instructions from a Handful of Prompts.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents GenQA: Generating Millions of Instructions from a Handful of Prompts

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:17.982647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c0a186-4789-41d5-b3ee-3e46a5f2412c · outbound

This paper cites Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:17.988544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c139b8c-16f9-489e-94b9-e98f523da059 · outbound

This paper cites an unresolved cited work.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:36:18.299247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a6aa8ff4-ca18-4c91-a5ce-2522aa8bd1f8 · outbound

This paper cites ChatCounselor: A Large Language Models for Mental Health Support.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents ChatCounselor: A Large Language Models for Mental Health Support

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:17.999346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809ebb4c-e7bc-41bf-9ece-a42057c5af9a · outbound

This paper cites an unresolved cited work.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:36:18.283087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3d43a880-ae00-4fdd-980c-60e8982e7de6 · outbound

This paper cites Steering Conversational Large Language Models for Long Emotional Support Conversations.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents Steering Conversational Large Language Models for Long Emotional Support Conversations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:18.013859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 826b70c1-bc3f-4361-b8bf-946a783862b2 · outbound

This paper cites Stade, Shannon Wiltsey Stirman, Lyle H.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents Stade, Shannon Wiltsey Stirman, Lyle H

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:36:18.266642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 94224c7b-d757-4415-a7b6-7f0e3d3d1209 · outbound

This paper cites ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:18.028109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b6defc2-d782-404e-948a-512013501321 · outbound

This paper cites an unresolved cited work.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:36:18.249803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7fd50ac7-edb6-447b-ad9f-209d01a830bb · outbound

This paper cites an unresolved cited work.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:36:18.232578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d35445e7-0e9f-4635-926a-3e27c7fd38c8 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:18.043160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e26a35bb-df58-456c-9287-6f3a76896dfb · outbound

This paper cites Building Emotional Support Chatbots in the Era of LLMs.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents Building Emotional Support Chatbots in the Era of LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:18.048003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98a031b4-2da6-463f-be97-73c4035c2a0b · outbound

This paper cites online" 'onlinestring :=.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents online" 'onlinestring :=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:18.053041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79b65a71-e2c8-4cee-83f2-334b9b2ec5d4 · outbound

This paper cites write newline.

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents write newline

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:18.058375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.