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Paper Citation Record · LEDGER

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning

As of 12 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2412.16963.

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

pith.paper-citation-record.v1
2412.16963 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T06:00:00.293808Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

49 of 49 outbound references displayed

  • verified exact4
  • verified fuzzy6
  • unresolved38
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0ea9695f-244f-4ef7-a2be-4fbce9f1dd87 · outbound

This paper cites Preventing Manifold Intrusion with Locality: Local Mixup.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Preventing Manifold Intrusion with Locality: Local Mixup

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-11T06:00:00.705564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T05:59:59.983205Z digest=sha256:9a137e38714719e52c8768b297a99c9751969376ed6598e1ba3b1a71c6765899

Observation dc731dc1-1d9c-4f3e-9926-5ff5b498c8e0 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T05:59:59.988554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:59:59.988554Z digest=sha256:9315dee1e1dfbfe42e06d75666e48966a9cea207245baddd19170156fdf0e445

Observation efd5dd51-3a96-4cf3-b746-e5d3aa81b396 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T05:59:59.993076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:59:59.993076Z digest=sha256:822d96607707b024ea87749f6c7b4abc3ba206bfcacef3e94f6cadf9b9eeccda

Observation 7aa2ff78-298a-42cb-9cda-774b8b7844c6 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:01.106394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T05:59:59.997424Z digest=sha256:89ae1ee5c65077c2607e9846dbda43534c7483eacce2341fffb60a96d90d5691

Observation 76f61862-fd51-498e-a7ff-4d56aa80017d · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:01.093865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.002015Z digest=sha256:5a05783a7d739ecbfe98629a94a384e82576ba3bff15d2225e9d92b4e101ba10

Observation 4db59634-990a-40f9-a14b-c0a0934dafa6 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:01.080604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.008086Z digest=sha256:ffab82a01e54a25e31a8956e82eafc748305cc1997c8cc2c63689db16827b9b4

Observation e67743a0-5441-410c-90dc-718d1084c395 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.015494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.015494Z digest=sha256:042ce528caeae8cd17c5a0bc42957f49e88f9874356f1fc196bbe26fba7ed4be

Observation f07a97e0-6686-4350-82de-c00ee4b92927 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:01.067638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.023940Z digest=sha256:bac642f347d0858cec009c8b40a6cff78bfb292964ee3902dd735ccc85fc0fa2

Observation 89ae9a04-0b7e-4848-a9f0-7100309d3807 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:01.043155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.037271Z digest=sha256:215ea446c12912b812ccbf7796238f424e913feb028060a6e27657d446850f73

Observation bc7e94c5-e958-4982-aa73-d46665b72db6 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 10

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T06:00:00.684824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.048474Z digest=sha256:809e785c151596a99d01f9341501d407ba6cfdc5b7721978877108d130d4ee56

Observation b537944d-fb25-4eb9-acbe-3ce672c17d19 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:01.029767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.055711Z digest=sha256:983fc7a67424e84fea70608b9813d428dff9b17585b1bc63d779464a516fdc80

Observation d1461d57-202c-4351-a676-23a0f04ac080 · outbound

This paper cites Augmenting Data with Mixup for Sentence Classification: An Empirical Study.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Augmenting Data with Mixup for Sentence Classification: An Empirical Study

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.060873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.060873Z digest=sha256:58c9ab6a774dbae4deb8ca116840aa81ac7c16d877cd5c6c0b781d50939c3741

Observation 06c1af48-84e9-42dd-8334-e4170345d8bf · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:01.016521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.067830Z digest=sha256:d2695dd565ba29ca67991b4d6a3511020b16fa110197ea7244d3722f3953a796

Observation 141b3247-a069-47af-8bfe-180486ccb224 · outbound

This paper cites Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-11T06:00:00.536144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.073392Z digest=sha256:bae72cb0892567ff813271eb4c59054df5630d4166afd3da26e954fbbfe4c9ec

Observation 2e0597f0-aee5-4d0f-b99a-f42617daf306 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:01.002873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.080097Z digest=sha256:45cb394e486c0170f7a552c7f722cdf95159bd409aeb82a07ca0c3e8f3df6be2

Observation 96128083-54ff-4b75-ae28-227453427f1e · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.977907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.091179Z digest=sha256:bd0660cd9fbc5f015f644d6c2d05bd8b96d83e65346214033010d786d6d2ad57

Observation 4f149dad-19dd-48cb-b92b-27ba3b3b0dc3 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Adam: A Method for Stochastic Optimization

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.096045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.096045Z digest=sha256:4bfaa7eb97d11e47d533366880968c1a5a2283f9247e6080bcba10343c201cce

Observation 3b2723a2-0e6e-4a16-bd1b-7d2b916aa958 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Semi-Supervised Classification with Graph Convolutional Networks

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.105734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.105734Z digest=sha256:535aa193afd461fd148e0c8bb41ac78cc28197fa2c4177552f33b97a75112a42

Observation 8ece2c6e-615a-4d14-b9c4-7218ace86dd9 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.110827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.110827Z digest=sha256:5e7231445f85f0af61cb9210744a2fd43ccc635e0b400ae0c0da3a94c4c26195

Observation c952f7e6-331c-4705-ab29-302d48a21062 · outbound

This paper cites Lewis, Yiming Yang, TonyG.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Lewis, Yiming Yang, TonyG

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T06:00:00.957046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.115417Z digest=sha256:78583f64997f688e667892b51491bd4a0287a4a172dbdbacfc1365bd29cad0b4

Observation 6ab33012-b131-4b1f-a03a-47a8cdd2f237 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.944058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.121679Z digest=sha256:1387511ef1d92a89fd5ab4f96d807d40643b99ef7ae0fffddd66297eef03b039

Observation 00ccee8b-e14d-4f15-b2c2-cb2c84aa45bc · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.131182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.131182Z digest=sha256:177416d1022e5269e8802f0aaccff6a656b5175091a5d43011a04eb093af9f6e

Observation ef4cfecc-d5b5-4a68-96e8-493896275a0a · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.932150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.139205Z digest=sha256:1f3193f74554dfb71e50c408ccbc9e6b0d2e8ab517525192c854689c451c1fb4

Observation d4b48f45-b5c6-4d14-a35a-0ca29d1cb134 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.919916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.149418Z digest=sha256:66ab74290cd7062393ce00f059879671098103c20213aa301e7843eb35925b67

Observation f1c30c77-2d72-4a62-9a8b-773e0ff1b883 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.157821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.157821Z digest=sha256:4eb31169fc5ba3c3e5dd28c7e5f10d34710e59371b477c433d15dc60956a422d

Observation c0736c11-15e3-4c18-8f03-a2ee63efab2c · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.907875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.165117Z digest=sha256:6011214ce0b711239a3ddb91120e9716c008afb92501f238e3344dd272338b3d

Observation 146aa1d0-0b58-40c2-8abb-728a4e063b9b · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.895748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.172031Z digest=sha256:0554596d2926d0781c6aab7be8c4e7d6d5c3c7b2ff8563b67e4fb6bb5094243f

Observation ad08885a-6d2c-4ed3-bf9a-3fabb44323b5 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.177732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.177732Z digest=sha256:41d24b3d1286067bd9168d37b4b7acb41a4393b7126c7ab7fa028288aca18174

Observation 4a4c3906-3627-4f97-8d74-39bc87077ac7 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.182559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.182559Z digest=sha256:2acdbf929d8a801c533c1f7990bdc37da528a2dab8317709c0bd1b89079d7fd0

Observation f2d30d8a-d8e9-441a-a6b6-6472799a14f6 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.875788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.191740Z digest=sha256:239c4f8108ae2d1f996b8f11d92131c7141d653c674811b192706e594fbc4fc3

Observation 96141bcc-280a-44cc-b0a9-6986e9d80a42 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning LLaMA: Open and Efficient Foundation Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.197329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.197329Z digest=sha256:793dacada32ce92ff5d7a6d2b5b56265fc7e66001db3975f175a41e3c13034a9

Observation ee772daa-69c3-430e-91a0-56887f2875b9 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.202698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.202698Z digest=sha256:53219c4846429e274a598c89c5d958246515830a0fde60af527c156eb78a64d1

Observation f0210c66-6e12-4571-b3cf-e1e28742b2f4 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.208908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.208908Z digest=sha256:33e548b6cfb34ea4e0ecadff182f699b26f8e9b60612840d6be7bb6749889370

Observation 39216ed5-ab86-423b-acee-e253d134b8c1 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.848902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.216105Z digest=sha256:7a614d3a105d5f9dde3a6a2cd912676bd3a10c13a8008c709c30986c7d315b59

Observation cb571778-bc80-4d39-98fd-a0f08affab96 · outbound

This paper cites HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.225111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.225111Z digest=sha256:cb5b0d1b8223d9024112ed12ad7dd0d05a351ecd5b0e5e5bb988182d4da3605e

Observation 16e2aa23-dd71-40be-82b2-9cb940cc25a3 · outbound

This paper cites Barros, and Ricardo Cerri.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Barros, and Ricardo Cerri

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T06:00:00.837249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.237785Z digest=sha256:737d55024afc6f035dcc5cd4dbea38aa149bfefa028ef9609a4869c911c87f87

Observation 0aacf5c5-32f8-4438-9085-aa32ffd82beb · outbound

This paper cites Combining Ensembles and Data Augmentation can Harm your Calibration.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Combining Ensembles and Data Augmentation can Harm your Calibration

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-11T06:00:00.430230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.243298Z digest=sha256:53b097f513dbdbd543c837799962551d3e2906ac4502cb52c38d2410bbc6de44

Observation 0db41766-93f2-4d53-9503-9abf3ba50138 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.825476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.249181Z digest=sha256:743256f5b0927dbdacf7f5105506941a8cb716de02168743931bd61323c168eb

Observation 8abb0cc9-4028-4690-ba77-f797d2cb9551 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.813231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.253695Z digest=sha256:2b3306ad5f710c2bdbc0b5e7e66fdcfee2fd074785a5a72220757c11a3b667ce

Observation 1bba3918-1552-4211-b2d5-961cb544d1aa · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.258897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.258897Z digest=sha256:e995d077e86462d9ef2f98450c371ce1e7cfc76ea142f361d98f18eab2dd26e6

Observation 05b222f2-a599-40dc-8ad1-e32294c33249 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.789450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.263358Z digest=sha256:b151837dc45d70e10f35021e7bb21a1c4d6ac20feb1695a820d06734f0750f13

Observation d32e5da8-a0c8-490b-873d-65bd89f94736 · outbound

This paper cites Dauphin, and David Lopez-Paz.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Dauphin, and David Lopez-Paz

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T06:00:00.775954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.269378Z digest=sha256:0e0379527e6f074027b4d46526692638be29daa7221407c7fa8008df61ed9b28

Observation 3510d7c2-0d82-47ae-8f23-9d04bc91c752 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.761738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.276501Z digest=sha256:0bbb34f19be9d7726314af19da0685399dd171f0db6b8736ebd68309fa2b5f53

Observation ab7d669e-61eb-4b53-a3ff-850dc1df45c1 · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T06:00:00.280829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T06:00:00.280829Z digest=sha256:49281ecdcfa34f239eee3c8d3f00a4bffca86a8aad5bafe102f64c559b5521ff

Observation 01e32de8-3829-406d-b4d3-d6cb4d76638c · outbound

This paper cites an unresolved cited work.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T06:00:00.722462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.289488Z digest=sha256:297866d6c34e7292a70c1ab05ec4ade38dc6d5a7f6ee73cfb3cf541b39497756

Observation 7b466196-bcd6-43f6-bb4e-26cb185cf2d1 · outbound

This paper cites HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-11T06:00:00.394284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.293808Z digest=sha256:c7fd16befec5bf6541f07b067756a734f74a3c263b5d1aeeb8167e929f842779

Observation e31d3a69-c1c9-41d6-bdc3-448417155734 · outbound

This paper cites In Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020, Proceedings, Part VI 16.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning In Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020, Proceedings, Part VI 16

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T06:00:01.055139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.031955Z digest=sha256:b4df86adc28d1f63a6e3e136df18ed3ad4e6ea323edea48c25f689a76cb7c277

Observation f1c3ed11-42fd-4335-aabd-2e0c13cebe3e · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence , Vol.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning In Proceedings of the AAAI Conference on Artificial Intelligence , Vol

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T06:00:00.736162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.285295Z digest=sha256:dd059510593ab04d20ee38317615c44b12b00c8d671c29a4812874fe0a79c44c

Observation ffbe548a-206b-4874-a1d2-9cba9d4a9598 · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence.

LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning In Proceedings of the AAAI Conference on Artificial Intelligence

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T06:00:00.989952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T06:00:00.085445Z digest=sha256:1a7f87a951804533b9c4be744371a26b34c87d51978f85829e387d1fb698d431

Pith citing papers

No inbound Pith citation observations are available.