Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Are LLMs All You Need for Task-Oriented Dialogue?
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2304.06556.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T01:00:24.978197Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T05:30:23.456663Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
16
pith, observed 2026-08-10T05:30:23.456663Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation c73e1495-cefe-434e-af8c-9346d1485ed1 · inbound
The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs cites this paper.
The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs Are LLMs All You Need for Task-Oriented Dialogue?
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T01:00:24.978197Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 989c6fbf-5f0e-43f1-9417-0eb97ab1645d · inbound
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users cites this paper.
ProfiLLM: An LLM-Based Framework for Implicit Profiling of Chatbot Users Are LLMs All You Need for Task-Oriented Dialogue?
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:30:01.299264Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88163b3e-a3da-493b-9cd0-4e168d3b56ac · inbound
Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality cites this paper.
Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality Are LLMs All You Need for Task-Oriented Dialogue?
Reference 63
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T15:38:55.771718Z
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.