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Paper Citation Record · LEDGER

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning

As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2507.16424.

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

pith.paper-citation-record.v1
2507.16424 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:16:03.333557Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

66 of 66 outbound references displayed

  • verified exact5
  • verified fuzzy17
  • unresolved40
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5a38b4aa-3d9b-4bf4-832a-14ebbf63d05e · outbound

This paper cites Zhang, E.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Zhang, E

Reference 1

Resolution
malformed identifier
no resolver link, observed 2026-08-06T15:16:03.021833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.021833Z digest=sha256:2dd8db3b0363ee434ecd0c78ab6184d771f21363df00eed3ac7747a97bc64d17

Observation 318ef021-5ec3-4ba3-b9e8-82eda0950aa8 · outbound

This paper cites Culotta, A.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Culotta, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:05.058444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.028491Z digest=sha256:ae0a0174d14d2a32f49fd49d7370f281d4b4f495083d8fbec3398d10bc78846d

Observation cbc0c2d1-680e-4b6e-a97c-77d3b0391c14 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:05.040207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.034846Z digest=sha256:579f810bea1e94e4d3f99dd42367116806462d1e890b62d35a7fb2db5de7a7e0

Observation 14cd91e4-6386-42d6-94cc-f0a43974c098 · outbound

This paper cites Margatina, G.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Margatina, G

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.041838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.041838Z digest=sha256:bcb2e7082c9cc284d950da9828546589d5e31dfb4c4b8735414321c0865a3a0d

Observation 3cc93bc3-875c-4113-9dd6-9e537e1f79ad · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.047640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.047640Z digest=sha256:ea943a6ed7c7d33f32b429b6cd4b5d61f77a5e87fa6a4be48017d957830136ed

Observation bc2691b4-2be2-4a4e-8454-eb2dded5de97 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.052429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.052429Z digest=sha256:6c41da368372cfe95a551e7f318b3f9ee7c9e0963ca4a5776d55fdf3a6dd4d9e

Observation 81858090-1e7c-4c76-aa9d-c25b8d8144e4 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:05.010206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.057778Z digest=sha256:1e07475982cf6a5cccb79f44e827042bc4b3bd50869add5900c142b675943bd4

Observation 1c39503b-330b-45e0-9116-465dd6516a4c · outbound

This paper cites Dasgupta, Two faces of active learning, Theoretical computer science 412 (19) (2011) 1767–1781.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Dasgupta, Two faces of active learning, Theoretical computer science 412 (19) (2011) 1767–1781

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.988527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.061948Z digest=sha256:bb2f7f21377d24962785fa7176c79681e94b539eaa69adc431335241ff6557e1

Observation 8f1232bd-9c65-404c-90cc-fb68f7444c98 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.970224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.066605Z digest=sha256:aa7e9058b1a44a7e3e39faa1f7b87fcb8427d41586d2e7f7fe889c88f0febd31

Observation 8d96f4e9-9a0e-4096-be44-9609e48d2092 · outbound

This paper cites Maekawa, D.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Maekawa, D

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.952191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.071413Z digest=sha256:5d90d7af89714a335079914a364513f3d7c003f048f8ccfe60b9ad8abb2dc430

Observation 809d0d8e-8b81-42bd-a353-10e87f92848e · outbound

This paper cites Chang, X.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Chang, X

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.931261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.076122Z digest=sha256:ede66eb432f6f742bfc9199c6fee442b60899ed5c513f72c03324e2d01d556cd

Observation 59ed9e50-9726-4db0-8c65-b5feb71dfcd4 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-06T15:16:03.524086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.081027Z digest=sha256:6b818c35397bd0b07542b6a7dc008f80a95bb090d2cce5cd43393b41f0a52fe0

Observation 757861db-a271-430d-9015-08b91399026f · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.897672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.089522Z digest=sha256:3ace133dc979a19dccca7357df46c8b51b965ad43b894b3efd14be06e4f89719

Observation f7005014-d932-4547-a023-53be0aaf5a2b · outbound

This paper cites Diverse mini-batch Active Learning.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Diverse mini-batch Active Learning

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:16:04.440993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.093805Z digest=sha256:2d3d2ad7f5b3f713b1aadf481ae48df5cd52d273318d096f8f8f79c4714c919f

Observation eb0fb2cc-928b-4c48-9365-b2a7fa7226ac · outbound

This paper cites Yuan, H.-T.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Yuan, H.-T

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.098297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.098297Z digest=sha256:d6c9e50297320a4898cd5a134b01fd33909320c7c2f80b98d427e78b31e2b84d

Observation 393355d9-9805-427d-a85c-5723734cd1f7 · outbound

This paper cites Köksal, T.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Köksal, T

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.879333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.102735Z digest=sha256:07000517fa37da9a0b2a8d85f8bdc3f054bef2fe901989eb4b14dcd1b41c3989

Observation 374aa085-bfb3-471c-8cfe-554659e28ade · outbound

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

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.118272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.118272Z digest=sha256:9da25f98454cb981067722a47694cbcd2746e7742b8ec2c55f7b6ed5462da2f0

Observation 5e6300c4-dc7d-4d14-a73d-5cbfdbd2fc06 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 19

Resolution
verified exact
doi, observed 2026-08-06T15:16:03.479224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.111029Z digest=sha256:ad53bdc91a2141a6d565a40f4f07cdeceafc28b2dc0be1c6cf3d244befcfbae9

Observation d16c1495-2ad7-4c02-b8b2-97c36320adeb · outbound

This paper cites Jawahar, B.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Jawahar, B

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.860652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.128549Z digest=sha256:80c6ed5c9d7d49a6df9ac8a0bb3875bf205cb20302cb6f35884dcfb716e6de24

Observation 972fc26f-6998-42f4-8e97-349505043523 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.123023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.123023Z digest=sha256:5f432183e4e44e820ae81d46ef3f2cd9038b7f910d1d53c73847ea7b9238578f

Observation 6d18e282-f1ad-46ca-9142-6259b8d3cb1c · outbound

This paper cites Hewitt, C.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Hewitt, C

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.819351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.137296Z digest=sha256:122051f9bf144d1d31974ed10c3323e417956bc6fbc12539a873c4dbf42fda4e

Observation f9aaecd8-4fe9-4ed3-ae8b-f1ac40872599 · outbound

This paper cites Yenicelik, F.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Yenicelik, F

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.838179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.133031Z digest=sha256:814bf4097cfc2a1c1c50c2c66aa8a3e07b5bfdff61896848f499f7bdf1b29dff

Observation 37af96bf-1bc7-4f69-954f-eb2484176302 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.146274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.146274Z digest=sha256:33768c8a9a23e129a6363823c7427ff5a6174e8809618b1aa1dd563f2127d302

Observation 3cdc4c08-f7ed-496f-9762-285dafc36339 · outbound

This paper cites Language Models as Knowledge Bases?.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Language Models as Knowledge Bases?

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.141573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.141573Z digest=sha256:03f5929717e9a1ca4e869728f314955918ab0464fa7f85b779bd7b487a32b687

Observation b4f3d92e-bddd-4121-88e2-702e90ca0f34 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.155806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.155806Z digest=sha256:92e5e362b49c88b58284a852d65e596e99eb58d5da6038f619582c41509842d6

Observation 23f791fe-979c-4f24-9a9c-dffe92799033 · outbound

This paper cites Schick, H.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Schick, H

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.151145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.151145Z digest=sha256:88f601ef528993ca5049f24497a3e33e631e39c5478e2cc4b3a3aff086c11371

Observation a4a66c6a-4cf5-4787-b1ba-838622f6d997 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-08-06T15:16:03.411363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.165651Z digest=sha256:befaba74a613381c05dc4e60752d79dd380bcd01bca465661e80e2aa60ce1e18

Observation 88d661fe-a22b-4ea0-8883-87a4c5df3213 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 29

Resolution
malformed identifier
doi_truncated, observed 2026-08-06T15:16:03.427550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.161297Z digest=sha256:69ab4c6aea53523923f0a06d3d8e6a765383c46caddc6b782da295356ba2a95d

Observation b751dd01-2996-40d3-8a8a-3436e46c627c · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.786675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.174019Z digest=sha256:38bd5dd4642c22e6628d2bec4eeaa445f9acc8b6ec188bb2aa163257594c9a3e

Observation 8fabcf9f-b325-4f2e-a567-e116c8e8bf10 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.802876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.169848Z digest=sha256:bf9703570f9b00a42606093aaa55feaa027fd27e9e73ec4e6a2d6e3e23fed2c5

Observation d6577b24-3ed4-4545-a8c9-af14768758b9 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.772597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.182490Z digest=sha256:132581bd29d73121d18198904d391bb1e0b6124e099cc70567b571409a33c325

Observation 02e9afe6-5d94-4aa2-95af-c307fe8c4cc6 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.178290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.178290Z digest=sha256:07199a374a7c2316de34a64a5ec2f7581b4ecf69cfc326ea0913722e22f3e589

Observation 0eafe4d6-9fe2-4c3d-a20e-3e90c375901b · outbound

This paper cites Arthur, S.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Arthur, S

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.757441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.190789Z digest=sha256:9b0bd796b47699ad613092b4b9630daa0bf5be7dfb453ffcb91fa0d939f49630

Observation 64824c51-d98f-4c36-95bf-210e42d77cfc · outbound

This paper cites Jiang, J.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Jiang, J

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.186730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.186730Z digest=sha256:1bba3d44e6b0e42af98f439f3233d6f067324fb16469e6ee2370a27ad2cab783

Observation 41590a45-2438-48c3-b069-77c8358878c6 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.741113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.199277Z digest=sha256:c10e26586dddc4c1537bd6d46f7449ca5059a14b51413ca10db4a4ad821c87bc

Observation 3a26c094-ee0a-4e25-927d-2de2138d5773 · outbound

This paper cites Cover, P.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Cover, P

Reference 37

Resolution
malformed identifier
no resolver link, observed 2026-08-06T15:16:03.194980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.194980Z digest=sha256:fbd5ca71e4745c9cb84ae32fec0cdd6ed385d8bcef00fda5dd74c55a3b58fd02

Observation 18bc24cc-bf6e-48f9-8f9d-0e5f3843e452 · outbound

This paper cites Lehmann, R.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Lehmann, R

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.704126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.207242Z digest=sha256:906e2721fc283b4a099354a1b94c8098378d4b9bf2b047a940a615c946f27257

Observation b828a1d5-c001-4c5a-a425-fad0cf8468f6 · outbound

This paper cites Zhang, J.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Zhang, J

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.722037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.203127Z digest=sha256:bf33793ae9869ee02515432a5ffa9e981b4edd5af3c9bbcb6d261678878f2105

Observation 13a10a6c-a9ce-4761-b131-51c1fa352776 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.670513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.215674Z digest=sha256:dab625bc7dbc1c337d322787fb58b75f834e7e239c23c548812f66e021486290

Observation 19ab3911-d567-497b-bbbe-4291067592b8 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.687244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.211470Z digest=sha256:30ff192332b18ed9e5862ad0fdc2651ce1399d46f254cac38fe7769f9e7a8ab3

Observation 740c09f9-f557-42a7-99a1-059876e23d53 · outbound

This paper cites Gardner, Y.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Gardner, Y

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.638204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.224549Z digest=sha256:083c6c69fcc872dc0ec63583726c1a38264ffb0063b76813161d6b77b473a6e2

Observation 4979b444-9aed-4bea-ab3c-e59bc778cb37 · outbound

This paper cites Socher, A.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Socher, A

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.654478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.220217Z digest=sha256:4437efa6144794856b42bab443a264ba70c63e14cd0c664749fd0347634c86d3

Observation c6afede5-b919-4467-ae94-7850d4974e54 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.601427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.233860Z digest=sha256:27794245ac5740e23e64b612de8a8e2df925c9585d478de1fb70c982b6e370bd

Observation 02f385c0-fa2d-4a8d-9a1d-9d543b55c5e0 · outbound

This paper cites Kaushik, E.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Kaushik, E

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.616684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.229355Z digest=sha256:8ff482a104b869aabc38986dafb2496edc8107a8e2cf4ce135ea2be8fe8c45e9

Observation 04a0dcaa-581b-4681-9b60-62a55945f35e · outbound

This paper cites Bayesian Active Learning for Classification and Preference Learning.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Bayesian Active Learning for Classification and Preference Learning

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.243069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.243069Z digest=sha256:581cd09d84747b428c781617fef200121482e6cc92ce4a9ab6298dd7156c68c1

Observation b08c6729-19a0-484c-8153-687c2792f4aa · outbound

This paper cites Decoupled Weight Decay Regularization.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Decoupled Weight Decay Regularization

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.238074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.238074Z digest=sha256:b17f0ec33576f27aad1f46edf83c6ddcc234c89dbae271070271e8756e041b41

Observation f788b85c-add6-4ad6-8449-497d044f0381 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.252904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.252904Z digest=sha256:e0f15e97ab96e12b7888cd53973dcdbe15875bd4e52290cffdbeaabdb241d93b

Observation e258926d-050e-4ca9-87c0-fc6f06d15399 · outbound

This paper cites Sener, S.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Sener, S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.913961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.248371Z digest=sha256:7b80cd2ad6ce87cb403ebc1f1c23e7e1f1f8098df7ebb7b2441ffc9eba1a39d3

Observation 65203c72-411e-46ef-aa99-3239119749fd · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.570595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.261448Z digest=sha256:1e96cc87c4ab112bc8fbb494fec9f8d1ef015ee9478bf69ae0957540b55bf1b1

Observation 11876fb4-54c0-48eb-90ef-20c708856728 · outbound

This paper cites Lin, Divergence measures based on the shannon entropy, IEEE Trans- actions on Information Theory 37 (1) (1991) 145–151.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Lin, Divergence measures based on the shannon entropy, IEEE Trans- actions on Information Theory 37 (1) (1991) 145–151

Reference 51

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T15:16:04.585936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.257192Z digest=sha256:e5703edf28306e28d18a7bfaa7f15e3260a5347a6e041d903d9f6561005f4440

Observation d87140b2-69ed-4b65-9b04-c88bd510e254 · outbound

This paper cites van der Maaten, G.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning van der Maaten, G

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.269850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.269850Z digest=sha256:69d95cdd82ac0190c72893f890d4c628dd70ef02c42fdb4bd8aa4b5a961591ac

Observation 55825bf8-d4f2-4209-8a63-811da39408e3 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.554558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.265646Z digest=sha256:b6bab8d613818bb59235fb79c1e15aa233ff26fbf989c070058e964b3a2e76db

Observation 5cda1966-b917-464e-ae97-0ee81b93c528 · outbound

This paper cites Qwen2.5 Technical Report.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Qwen2.5 Technical Report

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.278727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.278727Z digest=sha256:30481e412b54f46f3021aa87e315cf52f339c4abf879b827759417f5bc80f278

Observation a06e06bc-a41e-4c69-9a7c-5df90f0783d3 · outbound

This paper cites The Llama 3 Herd of Models.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning The Llama 3 Herd of Models

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.274088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.274088Z digest=sha256:c1e42a51f28e8a3e3ada1654809ab88f2973e3e99dc814820690172b700f137a

Observation 5197e919-93b9-4fe3-ade6-c9313044c241 · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.288449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.288449Z digest=sha256:f60d5dcdc698b07539dfc2237e28ba1c350b1284c79e49dfbf828e401278494e

Observation a47b4fd9-d5c7-4c0e-af0c-0942068ec84f · outbound

This paper cites DeepSeek-V3 Technical Report.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning DeepSeek-V3 Technical Report

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.283848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.283848Z digest=sha256:2f562689be22c1e4cce0bae69319daafe23ccadac5db013661bfbb451f6705d5

Observation 87e9ca06-2b99-479e-aa0d-fe9283934e87 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.508878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.298801Z digest=sha256:175cd6bd8b675658d673bc26b9dcf70bfdce892e00fb1afc2ca99af061ff7725

Observation fd546914-ada6-4971-8b11-21aafe282460 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.524937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.294295Z digest=sha256:1f97e23520e31d4d9b588f0777bddc76eaee50d594cf232bf307dc710a5dfc65

Observation f3a48149-9881-49c2-928c-9aee70226afd · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning On the Opportunities and Risks of Foundation Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.308263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.308263Z digest=sha256:d59204fcbd4e34eb1f42c93d3781d40d20c6dae193d5ad4df685514e2794c17e

Observation 31f7374f-ec5c-4229-9900-eeecc0ce7255 · outbound

This paper cites A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.303482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.303482Z digest=sha256:b43b5f02d6abe403bd67367b24d490e9ea536c5a1bec39ac76980d39c10930e1

Observation 1118d024-05e8-4aa4-b9bf-0b2125916731 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:16:04.492914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.318082Z digest=sha256:6b4292d34eaefb78a2b772e81ad2514cc075b7aa64e433adfe17502e2d91845e

Observation 42f24328-cba1-497a-90cc-5fbbd063ecd0 · outbound

This paper cites LEGAL-BERT: The Muppets straight out of Law School.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning LEGAL-BERT: The Muppets straight out of Law School

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.313236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.313236Z digest=sha256:d9cf1b6c903a12f32de8ca0eb5a14a4a09e02c9246bd2fe2d54ace4eb96aac40

Observation dbac6da9-b81d-4133-aae1-cb7e57fee9fa · outbound

This paper cites URL https://api.semanticscholar.org/CorpusID:268232499.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning URL https://api.semanticscholar.org/CorpusID:268232499

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.458269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.327796Z digest=sha256:11f8a8439213a6537662d60628e15244630e406a82912ec3a46431e55241d9a9

Observation 3023bbfd-25e2-4777-a4b5-867e67a773b6 · outbound

This paper cites URL https://openai.com/index/hello-gpt-4o/.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning URL https://openai.com/index/hello-gpt-4o/

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:16:04.475395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.323074Z digest=sha256:230cc7a8cf82ac41612581a637abf5935b39100cd9cdbd96c2bca7474171f287

Observation 5f55babb-c480-41eb-8bc7-ecaab829693d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T15:16:03.333557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:16:03.333557Z digest=sha256:c24222b9d1a2a41401788bab5fe300d6cfa55a21362e323b6413381e43945e1c

Observation 27c3a2cf-c12d-4140-ad78-ef0c32474b72 · outbound

This paper cites an unresolved cited work.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning Unresolved cited work

Reference 517

Resolution
verified exact
doi, observed 2026-08-06T15:16:03.495404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:16:03.106796Z digest=sha256:affc4f4811435ba8e1aa25480f22a47bb25c9c96337e3bece233213e4d175415

Pith citing papers

No inbound Pith citation observations are available.