Paper Citation Record · LEDGER

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback

As of 23 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2508.15456.

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

pith.paper-citation-record.v1
2508.15456 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:57:28.175444Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

47 of 47 outbound references displayed

verified exact24
verified fuzzy1
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 38ff1023-5f53-451f-8009-c00cdf8ce098 · outbound

This paper cites URL: " 'urlintro :=.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:27.070157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 968949f9-68a8-4ca2-8f3a-600b97b8eb26 · outbound

This paper cites write newline.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:27.231236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 842e9e0a-065e-489e-8683-6c92201a45e2 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:27.353353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42a547f2-1a1f-4615-8c86-50467064598e · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.622507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bb01562b-b581-40f7-b521-c0133e77813c · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.608174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8e54c263-049d-4f41-a8c2-4684ff235f32 · outbound

This paper cites Zhao, Yanping Huang, Andrew M.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Zhao, Yanping Huang, Andrew M

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:57:28.810537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1d71929c-5ff8-4145-9b21-eca8e7fb4162 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.594525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e1ebe01e-7567-4b8c-a84d-ce3f10580990 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.580450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 383fb932-8e52-4782-b815-0e96c9b4cd2f · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.566106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f144df6f-1f8f-4a94-a07c-c220d5f322dd · outbound

This paper cites Exploring ReAct Prompting for Task-Oriented Dialogue: Insights and Shortcomings.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Exploring ReAct Prompting for Task-Oriented Dialogue: Insights and Shortcomings

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:57:28.552566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d68eddff-c284-45ef-ac05-a8f06781250d · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.532700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 60138f81-8b52-4f85-be37-75c9455c9943 · outbound

This paper cites Finch and Jinho D.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Finch and Jinho D

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:27.798091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 465eaf39-005c-4f2b-9f6f-357cb5727ef1 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:57:28.796791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e0cd22e8-d47a-4e61-9d7a-5f8cfef93580 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.509240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8748a7fb-3dbe-4d28-92e8-582d28230b40 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.016149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1144be2f-7db6-4c08-88c6-fda56ee558c9 · outbound

This paper cites Smith, and Mari Ostendorf.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Smith, and Mari Ostendorf

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.050301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab61bade-48f7-444b-8a35-8a5b08db4d22 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.054483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c48d0e5-378f-4af0-8427-36df3ca4be7b · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:57:28.782467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3e88057a-dbf3-4670-8f6b-e377530eddc4 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.467787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 45747199-f0ca-4e6d-a833-8c0b390386ff · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:57:28.768668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5af542ec-4060-4d79-ae36-d29750a50844 · outbound

This paper cites CorrectionLM: Self-Corrections with SLM for Dialogue State Tracking.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback CorrectionLM: Self-Corrections with SLM for Dialogue State Tracking

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:57:28.454362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d6c9ecba-55cc-4768-be8d-badd51df22e6 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.434792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1b8bc573-d2f9-45f7-9544-154957e2c926 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.421693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 89adf925-9056-45ab-b14b-debd35485573 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.407532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fbdafcd3-1c19-4c2c-b839-686a0231d5f1 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.086225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 558e6c7b-ee4c-4816-a2e1-bd9003b080b6 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:57:28.754755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 911ca2d7-80fe-4017-acdc-8b0d2734a792 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.384494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 263fb9c8-7de0-4175-a4a9-3a60f1157948 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.370889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 96b63d17-0dd0-4f62-96de-03c8dc107cf8 · outbound

This paper cites ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.102393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2292ca10-ea5f-48a1-b4f1-b9486d456f32 · outbound

This paper cites STAR: A Schema-Guided Dialog Dataset for Transfer Learning.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback STAR: A Schema-Guided Dialog Dataset for Transfer Learning

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:57:28.712209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d142960c-e36d-4c30-86d9-977f3977a0aa · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.111244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f65f9463-8101-49f5-8b37-d8587d62c3e6 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.114974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf5e4a0-a2c7-4fe1-ba9c-c8b0b727b2ed · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.118618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0d558e4-35e0-4fd5-a258-3b5fa49f5aa8 · outbound

This paper cites Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.122546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e927f34-449e-4c53-8b49-762309497a12 · outbound

This paper cites Schema-Guided Dialogue State Tracking Task at DSTC8.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Schema-Guided Dialogue State Tracking Task at DSTC8

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.126463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e86ffc7d-6f6c-40c9-9c2d-c60bda5a45b5 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 36

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.342679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 20a6b3ea-9300-4749-807f-ee4efcfa8b6a · outbound

This paper cites Dialog2API: Task-Oriented Dialogue with API Description and Example Programs.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Dialog2API: Task-Oriented Dialogue with API Description and Example Programs

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.134897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d634828-9371-481c-a531-6726984ebd7a · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.314072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9162f6ed-3276-486f-b2c8-9b92f61e1fd2 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.143115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 747bbcb2-0c7e-4a34-a08f-f91fa59c5c02 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 40

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.288559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 89b0541d-5fc7-4ab4-ad98-bebf2d6e7ccc · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.273866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d5ea7156-8d9b-4f51-a8d7-9f9837d27677 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.155452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 299ee15c-4cfd-40a6-a481-f871d78697ee · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 43

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.260504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5cc8a611-c306-4a8b-9ba2-0dce136bfc11 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 44

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.246588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 40997668-190d-42d5-a27f-0147134e80be · outbound

This paper cites SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:57:28.233118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 167804c0-d385-4baa-90de-729851e96556 · outbound

This paper cites an unresolved cited work.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Unresolved cited work

Reference 46

Resolution: verified exact; doi, observed 2026-08-05T17:57:28.212780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 82cd7f00-9d95-48c6-a65d-a71d972bae04 · outbound

This paper cites Description-Driven Task-Oriented Dialog Modeling.

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback Description-Driven Task-Oriented Dialog Modeling

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:28.175444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.