Paper Citation Record · LEDGER

A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2305.02750.

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

pith.paper-citation-record.v1
2305.02750 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 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 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:55:29.537372Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0a5baa0f-d4d9-4540-bfee-7d05bd193adb · inbound

Proactive Conversational Agents with Inner Thoughts cites this paper.

Proactive Conversational Agents with Inner Thoughts A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:55:29.537372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23691e36-9b45-4f94-b571-cb2eda72378e · inbound

ProactiveVA: Proactive Visual Analytics with LLM-Based UI Agent cites this paper.

ProactiveVA: Proactive Visual Analytics with LLM-Based UI Agent A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:42:25.341339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1488f6a0-6dac-4903-baec-166ef8650141 · inbound

DiscussLLM: Teaching Large Language Models When to Speak cites this paper.

DiscussLLM: Teaching Large Language Models When to Speak A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T22:10:42.315161Z

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 878172f5-b1b5-4964-983c-4e26aea38a20 · inbound

ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents cites this paper.

ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T14:43:16.287432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26617b68-8107-4344-9b55-91986f4ac06d · inbound

Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement cites this paper.

Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:56:32.945895Z

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 a22a6659-2985-4771-bf51-547ea386b69f · inbound

METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues cites this paper.

METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:06:01.316403Z

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 a878118c-5dd1-4e8b-aca0-4055363dda4c · inbound

Proactive Dialogue Model with Intent Prediction cites this paper.

Proactive Dialogue Model with Intent Prediction A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:01:27.673809Z

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 cb70763d-3926-4131-88d3-3ee931fedb20 · inbound

An Empirical Study of Proactive Coding Assistants in Real-World Software Development cites this paper.

An Empirical Study of Proactive Coding Assistants in Real-World Software Development A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:21:11.747926Z

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 28a9d5f9-41ca-4bed-8f2b-030e19909e7a · inbound

ProactBench: Beyond What The User Asked For cites this paper.

ProactBench: Beyond What The User Asked For A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:16:16.069367Z

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 143b1060-81b0-4008-907d-6b137d387992 · inbound

OnePred: Next-Query Prediction via Recursive Intent Memory in Multi-Turn Conversations cites this paper.

OnePred: Next-Query Prediction via Recursive Intent Memory in Multi-Turn Conversations A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:15:19.741494Z

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 3f636322-c3f4-4c3a-8477-2ee23922ad1f · inbound

Context: Proactive Goal-Directed Intelligence via Composable Sandboxed Programs, Declarative Wiring, and Structured Interaction cites this paper.

Context: Proactive Goal-Directed Intelligence via Composable Sandboxed Programs, Declarative Wiring, and Structured Interaction A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-05T07:50:47.760433Z

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 95d1c2f2-88ec-4c67-b1ad-01f24c4426e9 · inbound

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents cites this paper.

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:04:00.597219Z

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 2974852d-2cbd-4d13-88a7-74c853850b1b · inbound

MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents cites this paper.

MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:53:26.498794Z

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 96ff909f-ce32-4d54-8af6-774416cbc1d5 · inbound

See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence cites this paper.

See, Infer, Intervene: Proactive World Modeling for Goal-Oriented Social Intelligence A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:56:29.723682Z

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 c7eded3b-45f3-4d1b-a462-31f684e27a66 · inbound

Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos cites this paper.

Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T05:01:06.200663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55a9b6e6-b4ae-4254-b22c-f0420a5b3fd1 · inbound

CallBench: A Benchmark for Dual-Goal Coordination in Phone Call Assistants cites this paper.

CallBench: A Benchmark for Dual-Goal Coordination in Phone Call Assistants A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T10:30:56.044746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.