Paper Citation Record · LEDGER

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction

As of 20 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2505.18731.

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

pith.paper-citation-record.v1
2505.18731 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:32:03.582920Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

42 of 42 outbound references displayed

verified exact2
verified fuzzy5
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 77c52dba-9d7c-418d-8e55-160275370412 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:09.165073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac8d17e8-5569-4d0a-899a-65c776263809 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:09.039940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 44216b73-adfd-4216-a2c9-6b29ab57f44e · outbound

This paper cites Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:32:04.250659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ee755560-3cd4-48c4-9a81-4eb001e2cb27 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:08.969751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0bb8c533-942e-4f4b-8244-617f3e7aa706 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:08.785097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e4f0cf9-6bf9-4f1e-8abb-1e140bfbf7c2 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:08.686036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2d7d2f21-e6d6-4a73-b13f-714b8f27e6e8 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:08.548825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e03e075-176b-4f0f-9027-340ef86cc356 · outbound

This paper cites Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:00.017232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faf1080c-d907-46cd-940e-d0b07e0bcc57 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:08.377978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b4711845-2a8e-4a4a-aabb-51253b094d49 · outbound

This paper cites SimCSE: Simple Contrastive Learning of Sentence Embeddings.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction SimCSE: Simple Contrastive Learning of Sentence Embeddings

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:00.284209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a6bb26f-7e68-4000-aae9-5b6a729c0e43 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:08.074439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 99d98203-37e3-4df5-a771-f50eb9491b8e · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:00.535428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d56e5db-04aa-473c-bd74-6070d9f4b5bb · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:07.766122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bf73ace7-82bf-4868-9c62-4ced0fea8f1b · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:07.658905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d4c11afa-436e-4c1b-a120-9ac23de8e2c5 · outbound

This paper cites Convolutional Neural Networks for Sentence Classification.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Convolutional Neural Networks for Sentence Classification

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:00.852226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae574dad-fae3-4306-9d13-e0c0c63ba740 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:07.520884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9f4184d-2d01-42aa-ab4a-84b2cc99dd98 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:07.387653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e573e38a-32bf-4609-8cc7-3ee4b25e49de · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:07.195352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b6b7b904-dbdb-4d01-9b31-2aa8f145955e · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:07.138002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8dd7027d-c885-4541-b5ac-80efd5119f06 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:06.980630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 60531688-3e0c-4851-84d0-6bd3c62de25d · outbound

This paper cites AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:01.611838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19ac1bd1-b510-48f7-b9e7-1b190090eb58 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:06.795954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a11a29fe-5247-47d6-bfcd-b361582ebdb9 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:06.623238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 337ff085-8644-42b0-b8f5-78107cfa1576 · outbound

This paper cites Non-Autoregressive Neural Text-to-Speech.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Non-Autoregressive Neural Text-to-Speech

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:32:03.859967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 80188c56-b256-45ea-ad03-e33966c7394e · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:06.470550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fbb8812a-e61e-458a-a63f-fa21689867ef · outbound

This paper cites Sainath, Rohit Prabhavalkar, Anjuli Kannan, and Ding Zhao.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Sainath, Rohit Prabhavalkar, Anjuli Kannan, and Ding Zhao

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:32:06.105050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1b533cfe-4c4e-42d0-a178-9ee3358a0497 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:05.893314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8b277d85-0a32-4643-a438-962358fd5ff6 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:05.705550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 82945053-a0b1-49a7-88d8-620f3661382b · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:05.383971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26bdf3b6-7999-4466-bd54-31eb8ff5a683 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:02.824319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bfb4b8c-9a1f-445a-9ef4-382dcd4b839c · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:05.183625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1d575cd-4c50-4ef5-9589-d11fe6b7bcac · outbound

This paper cites A Network-based End-to-End Trainable Task-oriented Dialogue System.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction A Network-based End-to-End Trainable Task-oriented Dialogue System

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:02.999272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d151c2cb-4b88-4ac8-b0cc-9b1c8090603d · outbound

This paper cites In Proceedings of the 29th ACM International Conference on Information & Knowledge Management.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction In Proceedings of the 29th ACM International Conference on Information & Knowledge Management

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:32:05.517519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 11a83b7f-a335-4fc2-8106-10f191493b74 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:03.230664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32ba565f-ca03-423f-bd54-9051fc9e1342 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:04.800310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02dc123a-912e-4fc3-86b4-a9c091cd26c9 · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:04.627084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a68b074-7f4c-4ae4-8da0-53f04d7fd33b · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:04.478267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 606d4a79-8b85-4b4f-970c-bb629a4f02ec · outbound

This paper cites an unresolved cited work.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:04.982325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 06fbac25-bfdc-44ea-b14d-12ca13511682 · outbound

This paper cites In Proceedings of the 57th Conference of the Association for Computational Linguistics.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction In Proceedings of the 57th Conference of the Association for Computational Linguistics

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:32:08.254536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f4ca9b1a-ccb4-4009-8b1f-453f9d2c2a4c · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence, Vol.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction In Proceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:32:06.279200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation df068feb-60d4-46ba-a0b4-80aa6fdafe37 · outbound

This paper cites Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:01.859160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb0b722-211b-418c-91a3-d149ebc22a51 · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence, Vol.

Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction In Proceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:32:07.985857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.