Pith. sign in

Paper Citation Record · LEDGER

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

As of 19 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 2026-08-18T06:34:40.430872+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=sha256:3b8c17e04f3856165b4b52aaf154e28d6a849c48217314f0d5772c50a158fbba

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.028491Z digest=sha256:dcb84e01eb04107a3888b253bd69adc11c4d105e00dbb9e11dd4a92861856b2f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.034846Z digest=sha256:806e0f56e9ba15b365d0888b20dc149bb24dab67ef27a26d60a9b280d53b2f9a

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=sha256:802d54a781d5b68753b80f193426a3826bf14cc4980626ce333b6a3611f6726d

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=sha256:4a94cbf671f4d6a85c61fefd6fa16fc95a1c0b118ef06809b0d498054530920e

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:bb4d9765c180f647e8bed044221127939ff10ca8073272df1fe42839114a9475

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.057778Z digest=sha256:62434f94f88f4916301b3abbdacbbbeddcf1092c2d31e4efd9ad3e6f269f7805

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.061948Z digest=sha256:269d0c47ccab71c9f07fe864a12a2a569cb89ed24b454732efe01fb7631e6a6e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.066605Z digest=sha256:1fd5e06835606bd2123b8e5a748d9b6aba2116f1d9fe304b50f77daa0617abcb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.071413Z digest=sha256:1120de510c3809201f1c51485c940fc2b4044d6739f8bb611cdb01d760c28efd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.076122Z digest=sha256:04fd77814ae6b9a319c30b920dcf79d2f2a8712125dae2dce8687aefa5bef586

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.081027Z digest=sha256:e7cd0a99cf1d39e54c2e57c8c5ab73d5f2c63f8420043d322afc5fd37193f926

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.089522Z digest=sha256:7129d79d998def22b0109acbc5e34736f8db574fb4d07990e3ea8fc011f0e3b1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.093805Z digest=sha256:ef01b39afe82a86a16a88f7c40ef392c6959bf520ebe52f5b11a7b20692060e0

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:b93bf80706e05bf0d11ba222f8b79418f700e77c9d2782ced8323d94f3ac50e5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.102735Z digest=sha256:1fe097064dac2dc4575b88cd9e45a9698acd032f2a1de460936c9e925948f545

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=sha256:213128fbf6f96917749b42e83d6a38a7a4f0eb38828a07eb73304ddfa5b8790d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.111029Z digest=sha256:e70c93dcfaf143b147c3741db2bfc860c2d0199c10ab9639c1af856f26a399a7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.128549Z digest=sha256:11106523aa54b79a16d2fe7d99648901d2619a9efe39de9bc0fe0d55b61c605e

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=sha256:5a50e2ec1c35e6d88be855296c72ccaf6729dcce823dbff419efe93a40b123fd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.137296Z digest=sha256:190ed61b6f5904f3c51fbf6f46c2d14bfabceb287833b0f965c88656c2a3452b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.133031Z digest=sha256:c800aa824e7bba223f150915fc7a047170ccfaa3e7e1eff098b1073cc62b2db1

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=sha256:4be23825afe1f6df12ff1f4d33544fdf2b0060f0b14f2e769828aa073866baf4

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=sha256:473a826d5feb46dfc2d9e329dceade8c978beb260fdf82cd78ab609907f428e9

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=sha256:02ebb359bdb20d617216a83262c42b229b3785b6c4ccab547bfe92d72e8b216c

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:e57526aca58e46b57bf83d021ea4c4da0f867d9c6274bbb069daaa4bfa7d0c9d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.165651Z digest=sha256:7aff20b0465d62cbc7afb49025f15f38076194e1f6ec6873119bdf0836d01c6d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.161297Z digest=sha256:348b6555ba43b6b5d5ee2b8d8228d567f391f57b468585296c81dfa9203a5c9a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.174019Z digest=sha256:d61ca4480d800065b5f51af7d42f5806e5a00879add86e3e398b0623c352b590

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.169848Z digest=sha256:520a2f764832fa27a813014f41ac2934802388de2f18f41d5c11319e20696d70

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.182490Z digest=sha256:fa16d678a963196799408165cbfd9f5798ce6a5ccefcc9935efabab59e0d5d7b

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:bd7b626f10d653e9c6e6236d3610514d67a30e275261a4fde68e7a67b1e2ce95

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.190789Z digest=sha256:7d5b62e458390138e4fd48174b14a819f593b9ced7eb118569d185e201f68d26

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=sha256:38a2e9dd16756b7b82d249c6084bbee7004280bb437d0126fb1d6809c25ec7ea

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.199277Z digest=sha256:1ef4ff0b01ceeefda23a23e46699dcf0ac042e76225351ed3568631e8f48a16b

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=sha256:9cd4b42fb63eb3755a4647ecf72a312dc917d7f3ecdebaf8725a7ae5c5cd0a94

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.207242Z digest=sha256:cd951681b0669576f90fe2b16a1df690debb1e3be05bed22e1257d81fbdab3f7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.203127Z digest=sha256:d06c5ede64cca9f98caa877152d456370a6f6b6984df4e4c93519c39421206b5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.215674Z digest=sha256:ff41117be4c587dfd77632f849c7658e0896b2b945c74a3354ff8fec33a62a35

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.211470Z digest=sha256:ab72cfb51e6336c10765663f1abb7231200c386b58c7f0742854e9503c7d5272

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.224549Z digest=sha256:ed2369a3d09623ebee0f1c5738b479e979edebee6178ab00ed126dc51596f922

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.220217Z digest=sha256:f39c019ca36a0c7545a27b44b52250435f58d99e1a55db9f0e34322b25b793ee

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.233860Z digest=sha256:4ecb01dc7377bcd6bd03fa380881865c0bf3bb8336cd36fc7c90a928da689432

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.229355Z digest=sha256:b3867f9bd4cc5589840b0f9c73f99d299a19be04176296ff900e20876cd2bea5

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:cd62bae52f90ffb0f0bcfd9cba9c4728ac0ccb144b0d59b7a459f00a9b2bd8cd

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:bc46390fc8f2b17f469334ac049af047a34c9c510c16f0b78557ce25ae60a50f

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:fafd8524a7d6b72f1fe33063c71fe0cd5c9f4895094d50833b30ff04cd1699af

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.248371Z digest=sha256:a3227f82e67f8a0956052be829700604880c7671e441dd2b2a3748756d2ac15a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.261448Z digest=sha256:e5f473febb14dc250b506880a212b89dd3c3dd3395afdebce7038c1f875424e0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.257192Z digest=sha256:c4cb02559120954703ba64c6f71ee4b3f346687c205935bb6c1ae27c372f5bd3

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=sha256:48b9894dbbdf0e1a94f6a209653f97c46a9e7b0c3a91f3519169d5d6a7650b29

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.265646Z digest=sha256:dcb41408a1cdeca823b4780e00129a910f2d2641856bd73bf6d3cbce3771db14

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:ab11baac086fc5bf4cf422b04fd00de7f3689b6ab6b84cbcf1c5f8be255c906b

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:bae6361d39dd9a151c31947b6d6d74264629093789cda1c46437bf5622f1e9bf

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=sha256:0537b1bc06650429a8f8673044a12a22e25363b85c7ac42aec10e1a46b3ed93e

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=sha256:1df722d7f1cdf956947b4a49bdb179458b0f4764367c2b8d3f2648969e8afd9a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.298801Z digest=sha256:2ed89fc16dab3aa07b40f8fea1278071ae7539b9382334dafa28c6bde83572c1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.294295Z digest=sha256:8860a14e8dab00597bbc0a928c419b0b68781e3e8eb7dde2828b737bd1d6d944

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=sha256:1059b292646cda47800b62a5f3200c2e4950fdae20ab8e6e5e7845b5622df1a6

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:b82718e8136c2f8c095b2cd7eaae8c5d5d06588f2e3c900809b07562c8a049f4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.318082Z digest=sha256:18df91aeb718dce9daaec25deee0197160d6bfc5174e8c39e3fc672ce5890a9e

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=sha256:8cc93a78f3f5f798f6ad8a9341bcf75906f4e83e832fc749d598f29c1d96f3e1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.327796Z digest=sha256:558c17b54e6919fd8693d4dd47a9095e9a2ad9d1c586df54e2dddac1c3181f01

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.323074Z digest=sha256:97c2b4ea1acd8893f1669cb0b7b3b0465b964ba1c38a6b61f12207ff5960d577

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=sha256:60dcefaf2652ff4ad942f6172685fe2d546cbfe81b0e3f4e20026120ad17005d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:16:03.106796Z digest=sha256:1c374ee2979a31bd68055312f25f868caad1e4fb22644ab7909970120dfc6a9c

Pith citing papers

No inbound Pith citation observations are available.