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Paper Citation Record · LEDGER

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs

As of 13 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2412.17131.

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

pith.paper-citation-record.v1
2412.17131 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:48:42.804375Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

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

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved36
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:41.814219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:41.814219Z digest=sha256:8f21bff44f48322c369af51bfbfc291db98571a48d1d8b58328823ccb3139322

Observation 0886f43b-04c0-4d71-9d72-d04f3c481d41 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.962069Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:41.898898Z digest=sha256:43a5daa7f10a4025fa58598d134690d99e94bfad1ec85cf2eff5b1d90e256630

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:41.975491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:41.975491Z digest=sha256:c6affa368970e92aa6576eb7a8f2fca62242916e680f8c2cdd29ab36d1037f1a

Observation 792ccbb1-4900-4c5e-8aff-f45a0918e3c4 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.951285Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.003320Z digest=sha256:cc4302f44ae20d6cc3167d0674b9a4c914f73ff147c72cd72c8aae1f5c12b739

Observation 1558273c-2693-467f-94fb-89b2c06fc3df · outbound

This paper cites Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding are Both the Problem.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding are Both the Problem

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:48:43.584783Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.007037Z digest=sha256:10d40ed5942f5bfcd5416fb04f24906fc65851d16587def0d42ba424fe1fb797

Observation 7c9f9838-c6c9-424a-a179-a0d6ef411efc · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.011628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.011628Z digest=sha256:66676b428bdab9945a71769d5cae19f188d34c92c8c9297ca255cee04d1bdbe8

Observation 33327b87-ab7e-4010-9b6c-210bea87db5c · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.015368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.015368Z digest=sha256:d16544ec7ada1caf7b1b512ee137dc995c522d00ca6e3e6969e0c37f266a3332

Observation 2713b8ef-d71d-4caa-81c0-a2b70cb58bab · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.934005Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.019082Z digest=sha256:8170754cf9e27872f84b71882359bffc24617ab88f723c6e56743b8d9ab9dd33

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.022283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.022283Z digest=sha256:7aa461d3a2e39a851fb37d2da1ac75e375a8ec4730b0b15a48d134c55a42c145

Observation cb441fa1-348f-4ab9-935c-64b4661bfe52 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.841302Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.026519Z digest=sha256:fc85693775fae9edfdef5c445f704d82a2b366258975b63f81507d73c245205e

Observation 749349c1-24a1-4094-aa16-1b770c519101 · outbound

This paper cites NUAA-QMUL-AIIT at Memotion 3: Multi-modal Fusion with Squeeze-and-Excitation for Internet Meme Emotion Analysis.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs NUAA-QMUL-AIIT at Memotion 3: Multi-modal Fusion with Squeeze-and-Excitation for Internet Meme Emotion Analysis

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:48:43.514914Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.030112Z digest=sha256:4b3df8c8e37cbdccec5d23c08de8c8d351a52f76be306b0f5f29493f7e0a8d70

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.034822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.034822Z digest=sha256:28c4d4ca540bed1fd3d31f59bc5a2e91b883f1364143f31f8843213e40f79dbf

Observation 82c73ce7-a2fb-4acd-9c92-ceddf51c7647 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.039153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.039153Z digest=sha256:f8d1eb0c8b78523661d48c8e0c56492bb75ee3c984e380fddbe7a41521dc326e

Observation 24fcb0eb-26a9-47c4-8b7b-921853ca78a3 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.043309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.043309Z digest=sha256:e5eff15a3cc61ae7c23904bc7ea5cd00e486d4dd4fe836d1596b14780a931270

Observation 3de2d91a-8a2e-47f2-83e5-763eabd3c12f · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 15

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T05:48:43.484805Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.047806Z digest=sha256:dc7f66901324f9ab94aad45281cc105a56276191580cd4c8b58843532e642f8a

Reference 16

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T05:48:43.413063Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.094967Z digest=sha256:bb81382f423409a4f371fbdf2bcdc2a7fde0953cd8fab12f228b3d1e0b00371a

Observation 4b2bd70f-9d4d-441c-bb92-9ea0bc0f2bde · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.188491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.188491Z digest=sha256:73a1b117eed534237597b2ba7936c1ad1e4795c142081bbc27d5877097bf50db

Observation 5edc104e-75ed-4538-8308-96d1cb27fb92 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.781122Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.259298Z digest=sha256:52d8709f0710c3a74703298a0b503dae91996fc3543597539c4ca74a12d52746

Observation b98ca1d2-af88-4508-a558-2d298f117ad0 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.323225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.323225Z digest=sha256:85881aaab984edfebc173968519c4a52d8576a315794b6c7d8066c71b218687a

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.343065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.343065Z digest=sha256:0a855a2610980b131b7e0e416cbf1c78827a4ca46b791c782b442cd003f50bfe

Observation ebefeda1-43b5-4cb4-b302-e551eaec835b · outbound

This paper cites Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.347234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.347234Z digest=sha256:435220483eb28b6051b341dca2aab9273d3a83c428166e44c59d5da503560adc

Observation dc4f17a4-69b9-4c79-bac1-b92c42bc6b42 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.769093Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.351194Z digest=sha256:9b9500a84d457614ed3c3ba1d075b5b6100d8819644d7ecbe89cc101e8b51d3d

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:48:43.302097Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.354445Z digest=sha256:d9b801f9f4fad20fdcfab04aa035f349760c9b4a970470f056ba0aeb8fe41262

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:48:43.288555Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.358758Z digest=sha256:94b4c48a6a12635ceaa14f40ca648a9f667b09bf88e99b0b61e7eec9e21b9f2c

Observation 6349834e-4099-43a3-b1a2-31dbd69cfff2 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.362825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.362825Z digest=sha256:ba3ee409c5d84d78624dc56d0a96d1e75ebc61b7e3642edc0f4d8156b7c20cf1

Observation a44997e2-26c5-407e-80ed-df082943016b · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.750095Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.366021Z digest=sha256:08f9c0e3ebc0414ec08a4d181fa036a8fd60a2b8e65c5633c398efc53654f626

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:48:43.274076Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.370827Z digest=sha256:f43f25f59a6f7cd614c2005ffdadf7a6f7356463f29e678e49a96c841e1c5eb9

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:48:43.150876Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.374383Z digest=sha256:0b8c66887dfc5b3f79e7c9589e45420d8d179ce6b672b796bfc661c686da426f

Observation cf42a87b-52f8-4beb-a904-0363f7534c6c · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.378681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.378681Z digest=sha256:617e7f537d8666310e8dcc3a1679ade2c5845abc40d5c09d6020f4b8013a92a6

Observation af79fe98-0b90-468d-84f6-30e01ee07b9b · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.731565Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.381898Z digest=sha256:e3ca8387fd84be8bcab8010cc91c1aec4542d8ab40800a8f1af24d9fdad5523a

Observation f96fcbe3-ac0a-4629-8fb0-f8130941e33a · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.385071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.385071Z digest=sha256:1116f5e5e86d1cae65adc713f4ba3a1fa9da79382734eea167fd002016dd3c2b

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.388121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.388121Z digest=sha256:7f36aba8fe26da2fe32934726f84b89d8e2062d6f479d814b82087a1dcb86c2d

Observation 65f6faf7-3cb0-4be8-93c0-77d6504b3fb4 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.391839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.391839Z digest=sha256:d9bdf341730ee029f2e7ed16ba4423f84df766cd85d557cf1eb84d3a543084e2

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.395110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.395110Z digest=sha256:758f48cd8c35dfd4ac7757269a4bdd58b39fa187b9b9aa2e3995e6ad8a037f55

Observation d5a7a686-1259-400d-9204-35368190c74c · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.398422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.398422Z digest=sha256:26d7d98bcd54038adb9bd7b0bfbe70e4e22b8c09b78b93afe7b1946032c10363

Observation 52e3fbb1-b513-42ad-ad79-a0e3d1ef4af1 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.401937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.401937Z digest=sha256:a09497b5cf8ed53c1aa643e4c0ef1d1704791abdf588fc2d10eab85d4b2a0590

Observation 738775c3-a45f-42f3-bb0c-d8ba38ca7657 · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.697935Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.405154Z digest=sha256:25f5132f7a544d52d585b991a362b9a9cdb8ecfc589b95aeeda07b2a629f0373

Observation 7dd1e18d-79fb-4560-8374-8052fdd0590e · outbound

This paper cites an unresolved cited work.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:48:43.685650Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-11T05:48:42.460170Z digest=sha256:a426dabfd5e8fd0c12dde2ffe8fa3bddd51b3475863a6a10917224c5c8509868

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.533506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.533506Z digest=sha256:89ffab78f00ce6082de5e294f8df533abf5e7d90505d95980696e27b66f0ed15

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.642989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.642989Z digest=sha256:5b8984df962960f3a72430b89394eab66de56d0bd04c2d2565839f48437a8467

Observation dbfd61d8-e87c-4224-95bb-1fb021a120e4 · outbound

This paper cites Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.743671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.743671Z digest=sha256:3c4726513bdf8f58d4c0a6c07cf178d72601e59d06fee3d645a10659722a08af

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.795229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.795229Z digest=sha256:4784fb2328e317b68ae123db39a7e93f6153f81bb66883b88cc4da4c545ca8de

Observation 82dd3307-a01c-4136-9554-7e09f05b4b36 · outbound

This paper cites online" 'onlinestring :=.

LLMsAgainstHate @ NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs online" 'onlinestring :=

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.799736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.799736Z digest=sha256:68367035e58b2596a1b8457497ce507b646d171b209413eb9b87347937281eb5

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T05:48:42.804375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:48:42.804375Z digest=sha256:1ce43e236e83a25e080a4f97d37d0207767815e7dbca92e3dfa796173d20de36

Pith citing papers

No inbound Pith citation observations are available.