Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2406.00222.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T19:10:14.508867Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T11:34:38.186112Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 509f33eb-2240-4117-903c-35c65e1be5a3 · inbound
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms cites this paper.
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:10:14.508867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6db383a-17d5-45bd-9c10-1b389e4a8a6b · inbound
Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling cites this paper.
Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T10:57:01.149273Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a63bb22-c815-40c0-a088-7fa74d40f15c · inbound
A Survey on Multi-Turn Interaction Capabilities of Large Language Models cites this paper.
A Survey on Multi-Turn Interaction Capabilities of Large Language Models Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:32:43.806122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d762a95-9df7-415e-b11a-dbc079f45cbd · inbound
CollabLLM: From Passive Responders to Active Collaborators cites this paper.
CollabLLM: From Passive Responders to Active Collaborators Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T18:18:09.070887Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c8220db-6f4f-42df-8d9c-8da05ecac456 · inbound
Teaching Language Models To Gather Information Proactively cites this paper.
Teaching Language Models To Gather Information Proactively Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T12:53:23.992372Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77ecd0f9-2c9a-4da4-b53f-e885b5af7843 · inbound
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows cites this paper.
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:32:39.321486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fcfb446b-97ef-4b70-98fb-d486bd2572fb · inbound
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows cites this paper.
$\pi$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T21:13:44.631832Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a551b374-3b29-4537-8e28-c52901ceb19c · inbound
Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA cites this paper.
Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T11:34:38.187598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 24014257-205f-4796-8a0b-aeeebde3f183 · inbound
Bridging Compute- and Data-Optimal Pretraining cites this paper.
Bridging Compute- and Data-Optimal Pretraining Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T03:02:00.398724Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.