Pith. sign in

Paper Citation Record · LEDGER

Improving Generalization in Intent Detection: GRPO with Reward-Based Curriculum Sampling

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2504.13592.

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

pith.paper-citation-record.v1
2504.13592 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 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:41:09.118396Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T05:25:55.273196Z

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 533c1db8-0404-41d5-8bbf-c9e4ded8795b · inbound

Empowering LLMs in Task-Oriented Dialogues: A Domain-Independent Multi-Agent Framework and Fine-Tuning Strategy cites this paper.

Empowering LLMs in Task-Oriented Dialogues: A Domain-Independent Multi-Agent Framework and Fine-Tuning Strategy Improving Generalization in Intent Detection: GRPO with Reward-Based Curriculum Sampling

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T15:41:09.118396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:41:09.118396Z digest=sha256:9838dd607f6c3b91b85f1523fa2c2c108241b72a57d0a5431071aaedf951ba25

Observation 901aa660-df41-4966-b35a-74d43da5560b · inbound

Deep Learning Approaches for Multimodal Intent Recognition: A Survey cites this paper.

Deep Learning Approaches for Multimodal Intent Recognition: A Survey Improving Generalization in Intent Detection: GRPO with Reward-Based Curriculum Sampling

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T14:36:33.472905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:36:33.472905Z digest=sha256:f46819870bd0669cc12b694813e07dbc71fcd4fa6b1eacad0f73ee7b6ab0ef94

Observation de94a82f-3c89-4211-b622-d7e63762e435 · inbound

Rethinking LLM Parametric Knowledge as Post-retrieval Confidence for Dynamic Retrieval and Reranking cites this paper.

Rethinking LLM Parametric Knowledge as Post-retrieval Confidence for Dynamic Retrieval and Reranking Improving Generalization in Intent Detection: GRPO with Reward-Based Curriculum Sampling

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T23:34:30.240056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:34:30.240056Z digest=sha256:b6d012589239735eebd2fb6ee672c94d3756c4c32c62eb14c74362ffe107167f

Observation ce3bad8a-3be7-4e88-8930-c3eaa31225be · inbound

HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment cites this paper.

HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment Improving Generalization in Intent Detection: GRPO with Reward-Based Curriculum Sampling

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-10T05:25:55.274469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T05:23:08.478393Z digest=sha256:bcc9956acbf28c7c6d18bf104f06fe82ea17e193c696a63c7a57b9a85e295556