Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:36:39.980217Z
Paper Citation Record · LEDGER
Enhancing Customer Service Chatbots with Context-Aware NLU through Selective Attention and Multi-task Learning
As of 8 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2506.01781.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
2 of 2 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a6d3ca47-ecf9-480e-b60e-57cbe31d3a57 · outbound
This paper cites IntFormer: Predicting pedestrian intention with the aid of the Transformer architecture.
Enhancing Customer Service Chatbots with Context-Aware NLU through Selective Attention and Multi-task Learning IntFormer: Predicting pedestrian intention with the aid of the Transformer architecture
Reference 2020
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T11:36:40.117313Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 708fd336-c629-4def-919a-0abde578aa23 · outbound
This paper cites GPT-4 Technical Report.
Enhancing Customer Service Chatbots with Context-Aware NLU through Selective Attention and Multi-task Learning GPT-4 Technical Report
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:36:39.980217Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.