Pith. sign in

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.028491Z digest=sha256:963b422d830124abe0020102a284fbd76bbda8081ac073d1bdfec4f0507300af

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.034846Z digest=sha256:0f2b68953db5e5c7bb4009b948639363cd1a4f07ec967bc09a5579fdcab633dd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.057778Z digest=sha256:2273188199b92572a06a7633b6102a5800b1c135e89ac9e9ac405b0255793327

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.061948Z digest=sha256:f2836e857d88dce9758c8307cd9df77eb1368bb98c70f31098e789647658d03b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.066605Z digest=sha256:36a8a3c64d63755192d990118e71db218b73f8396b3f70166c8f2faf58e8bbdf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.071413Z digest=sha256:04b7c2bc84d6e3dc85c78313c4c0d9021b224a4aedfe4cfbe66b064dda470b88

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.076122Z digest=sha256:a3e153d439ead6f5fa32ce35c01ce8cfbaf0e99e315c96a8c7224eaabc5aff14

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.081027Z digest=sha256:df91f9cc3b3f3dbdd6bc4d34a39cba74a5920ce2fb9685ad202f9901b469d620

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.089522Z digest=sha256:3cef36f0763218326f2868c7529b0635b9bf7d1c4ec3040245d43899cdddbdb9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.093805Z digest=sha256:1db562770d96db6ee28d4cede7583c2e1c3fd48814b28357104114f8f9886540

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.102735Z digest=sha256:3ddc5af22363c0745c05a4edbeb7f6ae559117bd64586b1460320cf2aedfadc0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.111029Z digest=sha256:6092fa8dc3c4c010c3f1ca0e4428281df82d874a19f4ea591874b6e6c4d70dde

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.128549Z digest=sha256:2110ef7ac48d151e56bc7d55e49c82319942134b274dade39f052a15c4c1bd82

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.137296Z digest=sha256:e2c82b71b883592024a6fbc51497a1901e237ff69ba8c5dd9677e696f995d4e9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.133031Z digest=sha256:0569f554332c13b22cd0cf2a4654fea1ce56725a1715739ae6d8d60704b3bda2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.165651Z digest=sha256:d6c89d963eb49575899a12bb47c34b6ab4c9309b092035a8220db89f41dde025

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.161297Z digest=sha256:4c8882733b993743dde2c55a59fb5c325fc35efc4e5cae7b207e009355074db9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.174019Z digest=sha256:d56c975a1208790f5bef048c34951b4938ea06ce9eae96b8dd268b234afdbf17

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.169848Z digest=sha256:ac21a753398ba4670acfa19aaad3b1864d70d96dacf5671fcdd672424a62981e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.182490Z digest=sha256:40bca6dd04d61f79fe8aa020d10b6b2fa12c2d6c6cf3d3c8762807ebece07e9a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.190789Z digest=sha256:e6dc026498c8e8fecf0678ad7f1938ba7f7533d287c610642adc34a5a4efe2b9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.199277Z digest=sha256:edbf96273e495fe2c3db4538b4e67acef0cf231b2868028d4e148ba1972dc6df

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.207242Z digest=sha256:eb24991fae86a61f46d7c105ff70637d93df32010ed462f60c2a609cb5e3d9ab

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.203127Z digest=sha256:9693421758c8aa494f5fa5762704266724c650c368dbfd1aaf3b21f0b6892abb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.215674Z digest=sha256:4125194fe31a817d157ce256a4748fa29b57ae0bbb5c4fca8d8b928e078c6aad

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.211470Z digest=sha256:9f058e428646663c11b9029e0540568ef35bd15b7a8ba9c42c534bd273550ce3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.224549Z digest=sha256:65a33f1d1798d7ef4ae6704e17a6d5c20ed331cde2f33fc83d8a1a6a26717451

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.220217Z digest=sha256:cabef0ca2bd51ebc9f0ce5446de2facbcf224d649c07b2b379fdbfc75c39ead2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.233860Z digest=sha256:1753abd287c06f94ae940b956c4222d5ca693487cf4e8d036f0d996390bceb3c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.229355Z digest=sha256:de87c62780d561605cbde8aa4977ece883bd2f35e7a4ebd0233fd153443444ad

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.248371Z digest=sha256:19f3f296d3e75043968e6c3c7d3962faca9b912c45df1f847f1a8ea9a096d46d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.261448Z digest=sha256:b0878d436dea7c1e13c290d0136faddce1b0e417ddb4142a627b9ef0b8f06174

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.257192Z digest=sha256:bf32b1f7fb15c3d4432f86697f9d47ec7dbcf5c541851bae97d49df77fac3e95

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.265646Z digest=sha256:a68b18896b2ed02eb4996c7706042716640c4eba85c9cb7ea6fc39ab27edfff5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.298801Z digest=sha256:a6b64f77bb6ddbd156f83debe24e7e096a482d2f5f4116cf36d36cfa4e0ae98e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.294295Z digest=sha256:71b5b0d65bbf77e62284a8b0f492ce0ae71867fb7ec211603a3e974184a9a6e8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.318082Z digest=sha256:c17575f2119243ec11ba9dca7ed4af4f4ea89a71207255fdc77e6ec7a0628210

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.327796Z digest=sha256:895b1830c7d373ffb0db6d91fe0506d7ebef3d09aaea6e440f7b23690cf9d454

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.323074Z digest=sha256:38cf8dfac02f6ce0a64a0aad005d7ebe9bfd4e7bcb01bc29916d1a1862027580

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:16:03.106796Z digest=sha256:d3e76fb24a7e276f716e15e8f08c378a2ab21919a6e426e9345a91e9a0b9f747

Pith citing papers

No inbound Pith citation observations are available.