Paper Citation Record · LEDGER

Unleashing the Potential of Model Bias for Generalized Category Discovery

As of 13 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2412.12501.

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

pith.paper-citation-record.v1
2412.12501 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:05:57.168285Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

verified exact3
verified fuzzy1
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 25211b2f-9bfb-42f4-877b-4c4acb150980 · outbound

This paper cites GPT-4 Technical Report.

Unleashing the Potential of Model Bias for Generalized Category Discovery GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.599113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8867fb-325a-49c1-97bd-9f5ac60046e3 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.961087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d2122dec-8846-4e2e-bfb8-124841a3b695 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.903476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b781e216-4ec2-44e6-9395-26cdbcd63ab2 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.857627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 72a97acb-3961-41f5-9f21-dc3235f3ff6c · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.823344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0323bfeb-444b-4d0a-acde-9cdfd8f5a832 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.772221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 93af172d-451e-4d94-ba5a-8d78697b7368 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.732340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0568b180-9543-4646-8512-eff228504f92 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.710891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9cee5ad9-e9d1-4d2f-a419-6b7e5d3fa144 · outbound

This paper cites Self-labelling via simultaneous clustering and representation learning.

Unleashing the Potential of Model Bias for Generalized Category Discovery Self-labelling via simultaneous clustering and representation learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.653296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43e13c0d-b2b9-4d32-8ba3-ae07ec3daafe · outbound

This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.

Unleashing the Potential of Model Bias for Generalized Category Discovery D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.659031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b71005dd-9dd9-49d4-bc7c-d49cf2423a3c · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.669979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c2d8e98e-e722-4869-a1aa-6ca5da62ad7f · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.694063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b105bae-617f-447f-87f8-4a4ca7fa9eec · outbound

This paper cites Efficient Intent Detection with Dual Sentence Encoders.

Unleashing the Potential of Model Bias for Generalized Category Discovery Efficient Intent Detection with Dual Sentence Encoders

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.706432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fddb3b96-0b11-4b56-aa01-0a2a8960fb3d · outbound

This paper cites Zero-Shot Logit Adjustment.

Unleashing the Potential of Model Bias for Generalized Category Discovery Zero-Shot Logit Adjustment

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-11T14:05:57.626720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 140e2a3e-cf82-4c29-b421-0c257bd859a9 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.730269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35d14c55-5560-4f97-a267-b70548fba61f · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.744351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea088915-fdf8-42e9-b3be-76250eafa92e · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Unleashing the Potential of Model Bias for Generalized Category Discovery BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.765815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 376a630b-01f1-42e7-82e9-ec69d9acb864 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.563627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c19138a3-af1c-4a54-b342-6c777a030276 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.790788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction.

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 572a2969-0c31-4564-9f8b-502fc9f9ce7e · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.486186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 58091a02-ed5a-4cdd-8faa-b99cebbea0df · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.447897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 45fcdfd5-8e13-4671-a5e5-6e46f2f5febb · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.418871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 496f9d32-6c3e-4bd6-bad4-062ddac0300f · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.383173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3d438024-3ebd-468f-bfa5-a006b763d674 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.355519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b7ca0b0d-5f45-46d3-a55d-fa95faf81165 · outbound

This paper cites Long-tail learning via logit adjustment.

Unleashing the Potential of Model Bias for Generalized Category Discovery Long-tail learning via logit adjustment

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.889961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8c01995-337f-48ad-bbf5-592026312385 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.908978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b498c8d2-7b36-48bb-9dc9-c8034aecc521 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.328515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ae842276-d0ef-471d-a613-0c279521c073 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.250373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 638e225a-7c72-4c22-9770-8c573e6ebbc7 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.194959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8917cd16-00b9-4143-b125-19f4aafe6d38 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.154025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 867b1eba-1630-45db-a936-6b1252f5a75c · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.974498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40033b59-5a1a-4afa-bf14-95f7812465f9 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:58.087432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6e1b43c0-317a-425e-b660-8da962f86d02 · outbound

This paper cites Parametric Classification for Generalized Category Discovery: A Baseline Study.

Unleashing the Potential of Model Bias for Generalized Category Discovery Parametric Classification for Generalized Category Discovery: A Baseline Study

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:56.989647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d25e6fb-57a8-4ab9-91c0-fd78e693a184 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Unleashing the Potential of Model Bias for Generalized Category Discovery HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:57.004509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8db190f7-e58c-4da3-8e17-a46f835ce2ca · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:57.012837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b51f6ac8-aa09-4586-a8fc-30284ecc755c · outbound

This paper cites D.; and Hong, M.

Unleashing the Potential of Model Bias for Generalized Category Discovery D.; and Hong, M

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:05:58.016856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ccb8a99d-bde0-4ac3-8c1a-dce07141c273 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:57.991582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 595d9ec6-1235-4c62-a3e9-d23f6ba9b200 · outbound

This paper cites Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning.

Unleashing the Potential of Model Bias for Generalized Category Discovery Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning

Reference 39

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T14:05:57.414886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d9dd6922-1eb7-4bf3-9625-623c49eed5ed · outbound

This paper cites RoNID: New Intent Discovery with Generated-Reliable Labels and Cluster-friendly Representations.

Unleashing the Potential of Model Bias for Generalized Category Discovery RoNID: New Intent Discovery with Generated-Reliable Labels and Cluster-friendly Representations

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-11T14:05:57.381638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2d180418-7cd2-46d4-b116-68f9bf348720 · outbound

This paper cites New Intent Discovery with Attracting and Dispersing Prototype.

Unleashing the Potential of Model Bias for Generalized Category Discovery New Intent Discovery with Attracting and Dispersing Prototype

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:57.085738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99410b46-ffe5-4fa2-b1ad-bd95c8693203 · outbound

This paper cites New Intent Discovery with Pre-training and Contrastive Learning.

Unleashing the Potential of Model Bias for Generalized Category Discovery New Intent Discovery with Pre-training and Contrastive Learning

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-11T14:05:57.302195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8c4c3973-cb53-4bce-b953-d7bd3e2b9a0f · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:57.105374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 765209e5-cb14-42b8-96b6-5a2fb5f7e9b9 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:57.910364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d8caf4f5-48f8-4aba-ba53-98af7f161489 · outbound

This paper cites an unresolved cited work.

Unleashing the Potential of Model Bias for Generalized Category Discovery Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:05:57.867957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 49eb94cf-f0d6-4cbe-8464-f283641f180a · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Unleashing the Potential of Model Bias for Generalized Category Discovery , " * write output.state after.block = add.period write newline

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:57.162447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e40968bf-c93e-47a5-8af8-a3d6fac5185a · outbound

This paper cites write newline.

Unleashing the Potential of Model Bias for Generalized Category Discovery write newline

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:57.168285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.