Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:09:11.112966Z
Paper Citation Record · LEDGER
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification
As of 21 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2504.21398.
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 2026-08-20T06:33:59.587034+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
36 of 36 outbound references displayed
- verified exact1
- verified fuzzy2
- unresolved32
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 04b0e779-f702-4d21-b7d3-cc0d27a66fa6 · outbound
This paper cites de Vries.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification de Vries
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:09:11.946285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c90be658-c62a-4c95-9004-b4ecbd7d7370 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.931994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation badcedcb-d899-453c-a37a-f1faaf0a7b90 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:10.922884Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4bd72f8-4a44-4f5a-8b96-7446b03c4406 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.907013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ea826b5d-9b7f-4f21-8c94-774e5230e6ea · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:10.934723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cd7d75d-3ada-42fb-95d7-62ecbca66711 · outbound
This paper cites The Llama 3 Herd of Models.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification The Llama 3 Herd of Models
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:10.947670Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a075fb9-e7ed-486a-a510-f2869e4176fb · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.866953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5b8af35d-900e-4277-8f39-fa17a3ac29cb · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.837363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e578c33e-9821-4556-a228-370621d9f1af · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 9
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-16T05:09:10.973100Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6166196-65c0-4163-a7c9-feb936dbd05b · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.819130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 89cbe9a4-dfe3-444d-b134-faa2c555de30 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.803378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c65fc4fc-1dc5-4e41-853f-e698d7b2841b · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.787972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 78e8b683-cf2a-4c8c-959d-baaf99896967 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:10.995064Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 639a3dd7-fbbf-4210-910b-fead3c3899eb · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.649573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 04dd440c-a4d7-465f-9e59-e507411f40a7 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.631619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d2546e34-4cbb-4ae2-aa33-d31ea58dff92 · outbound
This paper cites We're Afraid Language Models Aren't Modeling Ambiguity.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification We're Afraid Language Models Aren't Modeling Ambiguity
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.010818Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df082cbd-44fd-40ae-8e04-2cd57bb827b8 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.017090Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43979d9e-492f-4d77-bc2a-b1d13ac2c613 · outbound
This paper cites What Makes Good In-Context Examples for GPT-$3$?.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification What Makes Good In-Context Examples for GPT-$3$?
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.023069Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4c20206-6300-4c0e-9a72-7f8412de7743 · outbound
This paper cites Enhancing LLM-Based Text Classification in Political Science: Automatic Prompt Optimization and Dynamic Exemplar Selection for Few-Shot Learning.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Enhancing LLM-Based Text Classification in Political Science: Automatic Prompt Optimization and Dynamic Exemplar Selection for Few-Shot Learning
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.028649Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60fd1611-51bf-4c24-936f-9938c87cac70 · outbound
This paper cites Language Models are Few-Shot Learners.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Language Models are Few-Shot Learners
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.034257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ba4e5b1-abc0-41a4-9946-9b3e52dc77ca · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.603021Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d327af9e-871f-4b6c-b7df-573be9ea792a · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.585159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 41777f3f-fd36-4f56-a952-09c23603a1c1 · outbound
This paper cites Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.050708Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dc92dd1-9f6c-47fd-8b61-1477c722e039 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.056886Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 200185dd-1b0f-45a1-b176-251839ca4e91 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.557087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8871ac02-ede7-467d-95f9-fc3539142177 · outbound
This paper cites Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.067625Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cab66807-54dd-4a30-a9d8-03cc3f2c3208 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.538219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c6fb4e46-4178-4a87-84c2-dcbe9093d8ba · outbound
This paper cites Text Classification via Large Language Models.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Text Classification via Large Language Models
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.077717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32acdf66-561e-4b91-9954-de4e9c2fbef8 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.083160Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e75ff5e-3ca6-485a-8490-b0601b2b412c · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.095022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5fc1de3-2c3e-46c8-bf95-0b4519f30e56 · outbound
This paper cites LLMs' Classification Performance is Overclaimed.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification LLMs' Classification Performance is Overclaimed
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T05:09:11.188618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e751c8d2-bb57-476f-8a57-4f6a515ed75d · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.489344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a698e3ac-d0d5-45cb-a5a4-4040a7df42c4 · outbound
This paper cites CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.112966Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72e745e0-d122-4c9d-9d9e-235929836791 · outbound
This paper cites In Proceedings of the 29th ACM International Conference on Information & Knowledge Management.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification In Proceedings of the 29th ACM International Conference on Information & Knowledge Management
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:09:11.881359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5549873d-702d-4438-a8d2-d6f12fd1a55d · outbound
This paper cites InInternational Semantic Web Conference.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification InInternational Semantic Web Conference
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:09:11.089117Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c9188c9-3b8d-4efe-86e6-7b9db09ea252 · outbound
This paper cites an unresolved cited work.
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification Unresolved cited work
Reference 2024
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:09:11.852598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.