Pith. sign in

Paper Citation Record · LEDGER

Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.19759.

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

pith.paper-citation-record.v1
2502.19759 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:17:46.712902Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:34:53.222958Z

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 5173b979-b90d-4214-9f37-faf421e5fba7 · inbound

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey cites this paper.

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-22T13:34:53.225459Z

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.

source=pdf_text observed=2026-05-22T13:32:57.771753Z digest=sha256:f84c11b2d53a9963baf64d0b11904655aca9095c5460efcb09b83188414e0553

Observation 9ae3e467-9d03-44b6-ba4a-c83248bd1599 · inbound

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations cites this paper.

A Survey of Automatic Evaluation Methods on Text, Visual and Speech Generations Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models

Reference 142

Resolution
unresolved
no resolver link, observed 2026-08-07T10:17:46.712902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:17:46.712902Z digest=sha256:99bb1afefe74c0b441d6af2a5f1aac78a642837177952bc7cd15c2da180a1e0a

Observation b4d8b431-ba2d-4faf-942c-680c8a6114be · inbound

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise cites this paper.

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:50:22.423011Z

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.

source=pdf_text observed=2026-05-15T22:47:12.521942Z digest=sha256:9c2457485887192f906e34068c2a2448d2e9bdd697df3ad8a10b4d5d087833b8

Observation bb33c3d7-f6b0-41d8-b275-4da27772f0b5 · inbound

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise cites this paper.

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T23:46:59.051971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:46:59.051971Z digest=sha256:8418f4c44f7006a728521213d59cbda554cc807fcdeabb09954c95c3208c78d5