Paper Citation Record · LEDGER

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2509.02611.

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

pith.paper-citation-record.v1
2509.02611 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:26:38.289549Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy1
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f37228b1-4411-4c24-85cd-93ac187d2697 · outbound

This paper cites write newline.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T13:26:37.066566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f21e90e1-aae6-4380-a979-12393749dcf5 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.591191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad11b206-8f1b-4a27-baa6-255174c062ef · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.581549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b38e69a2-9cdb-4d01-91bd-6c3353b242ab · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.571747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f869fd0a-3f49-4a21-aa3a-9ce39424494c · outbound

This paper cites Racial Bias in Hate Speech and Abusive Language Detection Datasets.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Racial Bias in Hate Speech and Abusive Language Detection Datasets

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:26:38.365363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0ae572c-3863-4ee8-9c68-9ba1aa36d5c0 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.561334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6461e85-d01b-4f9d-9c69-843a3b550ab0 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.549863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 69ef6e0c-5f6e-405e-aef0-16abf2a621ac · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.538682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4aaac70b-d50c-49bf-b175-055c1c32c6f6 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.527273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 82a3b1f7-0040-40bc-a261-9dc7e786b2ae · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.516574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cc7ad39e-3d61-4d12-8e15-e7f2511c0abc · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.505979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1027dad8-b2d3-4662-b13f-b5497c504aeb · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.495649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d1f2fe33-6729-454e-935a-031cc3256d18 · outbound

This paper cites A Survey on Bias and Fairness in Machine Learning.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues A Survey on Bias and Fairness in Machine Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T13:26:38.245796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19e352aa-3f88-4f26-9b27-963581c36248 · outbound

This paper cites S.; and Dean, J.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues S.; and Dean, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:26:38.485067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a532385c-2990-420c-b625-3ebff117c73d · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.475165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 293eca3b-7408-4f37-aafb-afd53049ef8e · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.464731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 91739d6a-a20e-478d-82db-28d5ec6bc1d2 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.453961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a6d7dd05-919e-4ae8-9a58-58b2ef8da078 · outbound

This paper cites A Deep Reinforced Model for Abstractive Summarization.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues A Deep Reinforced Model for Abstractive Summarization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T13:26:38.262699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b728235f-5cb9-4fd3-b0f5-fe024ace6840 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.444362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 35967ee2-e9c4-4337-af9a-2d7126edc853 · outbound

This paper cites Detecting Offensive Language in Tweets Using Deep Learning.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Detecting Offensive Language in Tweets Using Deep Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T13:26:38.269531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2ad99a3-d1dc-4d95-b3dc-bf22a01b0344 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.434291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b532263-a4a0-47c6-92dc-e3d37fb3c002 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.423622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 00524d9c-eaea-4ba9-912e-66b874f0d40f · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.412831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9035043f-85aa-4e1b-bcef-4ef5ff2712aa · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.401546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9b74254b-3479-42fb-b454-86570db53c28 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.390015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation abf53cd0-778e-4986-b882-a5c2f3faad46 · outbound

This paper cites an unresolved cited work.

Chatbot Deployment Considerations for Application-Agnostic Human-Machine Dialogues Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:26:38.377764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.