Paper Citation Record · LEDGER

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

As of 19 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 11 inbound Pith citation observations for arXiv:1909.02027.

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

pith.paper-citation-record.v1
1909.02027 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:07:56.687331Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:56:37.848728Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:58:33.197777Z

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy4
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 470b89ad-6cdf-42ed-a5fe-419174047bd8 · outbound

This paper cites URL: " 'urlintro :=.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T05:07:56.619930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63feb85-0c3e-4f7e-971f-c4e1f20af1dc · outbound

This paper cites write newline.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T05:07:56.625328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3efa9787-12cd-4705-b801-d88340576de2 · outbound

This paper cites an unresolved cited work.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:07:56.942371Z

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.

Observation 4ae7b315-4331-496c-b160-9a77537f7907 · outbound

This paper cites John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Brian Strope, and Ray Kurzweil.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Brian Strope, and Ray Kurzweil

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:07:56.930853Z

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.

Observation 23248678-1848-4c86-b998-b06b750d0851 · outbound

This paper cites Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T05:07:56.642248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7902516a-ed00-4013-867c-3a97aae8338e · outbound

This paper cites an unresolved cited work.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:07:56.918227Z

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.

Observation 9d60a1ba-a982-4825-9936-ee64dccd14d8 · outbound

This paper cites Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T05:07:56.650660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d8185f-a040-48b5-beeb-004a441e8ebf · outbound

This paper cites Williams.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Williams

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:07:56.905760Z

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.

Observation 1f7441d6-a91b-4625-8019-832851d40d26 · outbound

This paper cites Williams.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Williams

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:07:56.893642Z

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.

Observation 9c13e4d3-4cc8-49c8-9b20-a8904d11e492 · outbound

This paper cites A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T05:07:56.662768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38e37c8a-e03a-4533-ab10-194764a466a1 · outbound

This paper cites an unresolved cited work.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:07:56.881305Z

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.

Observation 5b5bdc30-c29b-4914-9edc-7f4ceb1dfd48 · outbound

This paper cites Kummerfeld, Parker Hill, Johann Hauswald, Michael A.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Kummerfeld, Parker Hill, Johann Hauswald, Michael A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:07:56.869836Z

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.

Observation b60823cb-2e21-4016-87b2-056b4c4377c5 · outbound

This paper cites an unresolved cited work.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T05:07:56.673825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d44c660-09ef-4f01-910b-858fb3021872 · outbound

This paper cites an unresolved cited work.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:07:56.855780Z

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.

Observation a3a35b00-ec91-4a1a-956a-9a75069f7118 · outbound

This paper cites Benchmarking Natural Language Understanding Services for building Conversational Agents.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Benchmarking Natural Language Understanding Services for building Conversational Agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T05:07:56.680910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61c3e43c-f3b2-4455-a9bd-dbab9767bbdd · outbound

This paper cites an unresolved cited work.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:07:56.841771Z

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.

Observation 792b3dee-4721-46cc-8160-95e578ebe6ae · outbound

This paper cites an unresolved cited work.

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:07:56.829528Z

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.

Pith citing papers

Observation f3d20f1f-c32a-45f1-89ef-4f2d0d4fd81e · inbound

Predicting User Intents and Musical Attributes from Music Discovery Conversations cites this paper.

Predicting User Intents and Musical Attributes from Music Discovery Conversations An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T17:48:46.295276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82cdb982-6c88-43af-87d4-5cd95ed0f5dd · inbound

From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn Classification cites this paper.

From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn Classification An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T15:26:39.737725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 928f26ec-2e4d-49bf-ace8-82828674ccb2 · inbound

Comprehensive Audio Query Handling System with Integrated Expert Models and Contextual Understanding cites this paper.

Comprehensive Audio Query Handling System with Integrated Expert Models and Contextual Understanding An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:41.926809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f4ba2e0-a2bd-43c1-a727-b0d2c2181a85 · inbound

Unleashing the Potential of Model Bias for Generalized Category Discovery cites this paper.

Unleashing the Potential of Model Bias for Generalized Category Discovery An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.806452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d05f3c53-96ab-4c3d-8a55-b5bdbdc99ee6 · inbound

Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework cites this paper.

Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:16:23.179186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbd2193e-118d-4d9c-bd11-fc22c1d5cc00 · inbound

Evaluating LLMs Without Oracle Feedback: Agentic Annotation Evaluation Through Unsupervised Consistency Signals cites this paper.

Evaluating LLMs Without Oracle Feedback: Agentic Annotation Evaluation Through Unsupervised Consistency Signals An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T20:11:41.630126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a6299e2-c05d-4b3b-a547-1d5c889e6f43 · inbound

KITE: Kernelized and Information Theoretic Exemplars for In-Context Learning cites this paper.

KITE: Kernelized and Information Theoretic Exemplars for In-Context Learning An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T15:56:37.848728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a56c821c-19db-4383-b59b-39715df9a6aa · inbound

Whose Story Gets Told? Positionality and Bias in LLM Summaries of Life Narratives cites this paper.

Whose Story Gets Told? Positionality and Bias in LLM Summaries of Life Narratives An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 217

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T01:04:50.284070Z

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.

Observation 492e19e5-8223-4af7-911f-c432c8f89a59 · inbound

Task-Adaptive Embedding Refinement via Test-time LLM Guidance cites this paper.

Task-Adaptive Embedding Refinement via Test-time LLM Guidance An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-13T04:02:13.142524Z

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.

Observation 3499cb68-8b23-41ec-8df6-7673cacf4ea1 · inbound

SENTINEL: Failure-Driven Reinforcement Learning for Training Tool-Using Language Model Agents cites this paper.

SENTINEL: Failure-Driven Reinforcement Learning for Training Tool-Using Language Model Agents An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:58:33.199055Z

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.

Observation ce0c06ab-7f15-418e-b466-7e78c55559e9 · inbound

SUM: Unified Geometric Surgery on Spatio-Temporal Adaptation Vectors for Federated Class Incremental Learning cites this paper.

SUM: Unified Geometric Surgery on Spatio-Temporal Adaptation Vectors for Federated Class Incremental Learning An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T09:17:57.420968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.