Paper Citation Record · LEDGER

Modeling Multi-Action Policy for Task-Oriented Dialogues

As of 20 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:1908.11546.

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

pith.paper-citation-record.v1
1908.11546 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:17:47.951680Z

measured 27 of 27 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

27 of 27 outbound references displayed

verified exact1
verified fuzzy4
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a36b9791-a066-494c-8128-3ab286a81310 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.386867Z

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 c81cbe21-159b-45b3-b0bb-185997bfbf5b · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.371828Z

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 d1426be0-2f63-42c9-82fe-a0ff20ecc13e · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.355215Z

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 fc41d9d3-e706-4def-a8e9-71f671ecc508 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.340917Z

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 f5133088-5293-4b13-9b2d-1da472d6d6fb · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.326012Z

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 9554f47d-cb67-4226-8c6e-a7e385f84985 · outbound

This paper cites Hakkani-Tur, Gokhan Tur, and Pararth Shah.

Modeling Multi-Action Policy for Task-Oriented Dialogues Hakkani-Tur, Gokhan Tur, and Pararth Shah

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:17:48.311593Z

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 9f701013-6c96-4f79-8c1e-22f11c4b8920 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.295193Z

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 2027066f-a572-4716-a37c-fef6f0bd5e22 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.280501Z

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 e8ee5f14-b1b9-47a6-a7af-57579c86a84b · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.265719Z

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 893c6c7b-8e3e-44b9-99a3-f45a3b23f934 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.249277Z

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 422a9be8-28d9-4514-9efa-e74bdeaa35bc · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.234253Z

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 7115d6e0-8a21-4c96-af26-444f8d5b73fc · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.218763Z

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 1d3902fe-3de2-4cd1-a2fa-a8947588a2f0 · outbound

This paper cites Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems.

Modeling Multi-Action Policy for Task-Oriented Dialogues Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T10:17:47.891698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9801511d-cff2-42be-a3f3-444e446b47ac · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.203859Z

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 338a439b-6d0f-45ce-8ea0-fa8f18953317 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.188797Z

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 e3b5801f-11a9-45fc-bee3-af63f650af91 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.174610Z

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 1d52a03f-4cd0-40bf-8486-e647a993089e · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.159569Z

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 a916cbd4-869d-4b70-892e-528bd27b5026 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.144344Z

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 b154d570-3982-4d44-9a00-f91951949f23 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.127896Z

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 0f918ec0-19ce-4294-9018-d8fee8b07a94 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.109823Z

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 075d405a-408c-4720-b876-549d60c5d9a0 · outbound

This paper cites an unresolved cited work.

Modeling Multi-Action Policy for Task-Oriented Dialogues Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T10:17:48.093789Z

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 25031ab5-9a6f-4fc0-8bf8-eb389ee03eec · outbound

This paper cites Williams, Kavosh Asadi, and Geoffrey Zweig.

Modeling Multi-Action Policy for Task-Oriented Dialogues Williams, Kavosh Asadi, and Geoffrey Zweig

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:17:48.079709Z

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 b105e4d2-1f5f-4a5f-b31e-8d02d41f935b · outbound

This paper cites Williams, Kavosh Asadi, and Geoffrey Zweig.

Modeling Multi-Action Policy for Task-Oriented Dialogues Williams, Kavosh Asadi, and Geoffrey Zweig

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:17:48.065913Z

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 2ecb1f8f-bdff-4944-9327-9683463dff57 · outbound

This paper cites End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning.

Modeling Multi-Action Policy for Task-Oriented Dialogues End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-14T10:17:47.998288Z

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 06391a8e-5d8f-47d8-99d0-98af7a06dc7c · outbound

This paper cites Young, Jost Schatzmann, Karl Weilhammer, and Hui Ye.

Modeling Multi-Action Policy for Task-Oriented Dialogues Young, Jost Schatzmann, Karl Weilhammer, and Hui Ye

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:17:48.050765Z

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 331b70f8-1b68-4498-96bc-010154a06640 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Modeling Multi-Action Policy for Task-Oriented Dialogues , " * write output.state after.block = add.period write newline

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T10:17:47.945679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df75b12-2283-4123-8956-e22008aa21bd · outbound

This paper cites write newline.

Modeling Multi-Action Policy for Task-Oriented Dialogues write newline

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T10:17:47.951680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.