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Paper Citation Record · LEDGER

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface

As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 2 inbound Pith citation observations for arXiv:2507.18546.

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

pith.paper-citation-record.v1
2507.18546 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:35:54.310541Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T21:17:32.100894Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:19:13.453750Z

Reference resolution

41 of 41 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f7fbbc95-e6da-491e-a15f-15b2ebb7d2e6 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:55.125092Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.125594Z digest=sha256:342448bd8c65a39c1e630c978309e0e0880283f503c726ce0e6888835b2ca8b9

Observation a2ab53dd-99f6-42e0-bc2d-df1e442e7b89 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.130734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.130734Z digest=sha256:17d85c9d1965a2364d12078ff1cee02b7a3a7593597e21d20e45e2169cecc73b

Observation 7da111fe-ef88-4412-b7ee-da8941339c0a · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.135994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.135994Z digest=sha256:3234121e686f57ca082352d858a5ef1a6a9b76722c6ca5081e62bafe2a2dc533

Observation c8514648-7451-4790-80c5-c1dfe3234136 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.141747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.141747Z digest=sha256:cc1a7ac27c625c876b5d6d4e7e98560ead5c3ea359f8ab7fcfe5c2f0fd92175c

Observation 80f87f5d-04e3-43a9-bab7-3d680f1c2144 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:55.111361Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.146007Z digest=sha256:a5f82c211add670ece257871ad18317a004bef9d4fbd5542804b2f8e3ad98a8a

Observation d9d65a19-e6de-4efc-815d-6d4652832223 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 6

Resolution
verified exact
doi, observed 2026-08-06T14:35:54.428967Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.150216Z digest=sha256:da3bc265a1f1d017a64583f8e87788d1221076dbe8214eb074541f2c97905bef

Observation e5f30a2d-fcfa-434c-982c-e6b2d88a37ec · outbound

This paper cites Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.155264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.155264Z digest=sha256:27b58f192e8c9fd1c4c6120d3914c3fb966e794aaa2ba771d0a46e0cc5c01bf1

Observation 29f0c9be-6dc9-4af9-a6fb-ea6fd30a683f · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.159887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.159887Z digest=sha256:e818a2ba379d7600cd2bec9521330dfe496ef25acab65abb53d1c6f644b86c4c

Observation 1b2cb037-5f13-4fad-be56-b5f598c6c4ae · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 9

Resolution
verified exact
doi, observed 2026-08-06T14:35:54.402576Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.164171Z digest=sha256:25988691b8ea4122008c87c76fcf07f5ca9b5ee8f4bf086930f67fa50dfe14ef

Observation 483159a3-476e-4f3d-81bb-ea033f65b641 · outbound

This paper cites MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.168354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.168354Z digest=sha256:1d273cdaa74a96bd299d20e0d5e230edc6372ee59ac1b0f769f877ce60c9014c

Observation 514851a7-6174-46fe-8593-23c2124d13ea · outbound

This paper cites An Empirical Study on Information Extraction using Large Language Models.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface An Empirical Study on Information Extraction using Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.172614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.172614Z digest=sha256:f3f68d4957ae099756734729bbebf24a7fa83a5fa63dbaa53f855ecff23bf494

Observation 3cb3d4ee-d6cd-4b5c-b1b8-906a8ee75b4c · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.177284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.177284Z digest=sha256:bf36044697512d46665d6811127ded6a87d228bc3d411ddcf4ae69e528e78007

Observation e0a6e3b7-2461-45f2-8711-758f58395d5c · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.181344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.181344Z digest=sha256:984495d4bc1ef070d783070aafdcad975ef48f61d079c3b2e48a80d54d84de4d

Observation 66f5b8a1-ccb8-456e-96a3-dc4337dd65eb · outbound

This paper cites Mistral 7B.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Mistral 7B

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.185547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.185547Z digest=sha256:9248fe7c82c95d1946ec3f0fdc76fca0779f2eff9e36609937f94cffb3b6d8be

Observation 431d8e4c-723e-4af3-aa19-8f002ca1cd82 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:55.086288Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.190246Z digest=sha256:0aaad4b67670d8fe616851ac0ac4dfe7a70bd4c3846be7d934f1b41f5c057a9e

Observation 2bc5ffc8-78b0-4f2f-8188-de21178ca111 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:55.071744Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.194262Z digest=sha256:bcae3bc18abdf62ccf8befef531bb632f84f3bf7aea9f36b4e64e2bab7e2e904

Observation 6082834a-ca7d-4037-bc8a-e50de78edb41 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:55.057637Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.198580Z digest=sha256:bb3251b69c1024b9329ba3d539620e4b2e4158f42909fb6973cbbb3c3ba827f2

Observation d3b2ad4d-476b-4c80-8271-06a02f4ec6a3 · outbound

This paper cites Building Efficient Universal Classifiers with Natural Language Inference.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Building Efficient Universal Classifiers with Natural Language Inference

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.202665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.202665Z digest=sha256:9d40d40b368c8f662fd8472cd0ff82002f7a3704a310cc827a7313df17b7a46a

Observation 651075a1-c000-4f49-a063-d362eb1a209c · outbound

This paper cites CrossNER: Evaluating Cross-Domain Named Entity Recognition.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface CrossNER: Evaluating Cross-Domain Named Entity Recognition

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.207047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.207047Z digest=sha256:ef49378c623b261dd74c97d80ff5540477f4982052f2d99da038923e5788245c

Observation 5ff2077e-d2f7-4982-88dd-69953d98bfd9 · outbound

This paper cites Maas, Raymond E.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Maas, Raymond E

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:35:55.042814Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.211832Z digest=sha256:de87ae659ead96e964e16c926a23d24f6254ebb89706818fdff1bedc01bf7e22

Observation 4029a658-86ed-4e99-b61e-663000d0aa11 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.217287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.217287Z digest=sha256:7c39ecef708a699894c28daa2de5d373f1e600e6b6634b98f9684274f4b85020

Observation 9bfc09bc-eefc-43c3-a148-867f54adce4e · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:55.028448Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.221716Z digest=sha256:c851934ce22f117013fa81af7dabd7248e6bd292ae20e61bbf46ebf8b071124c

Observation 78c07a3e-f8e9-44c1-8c24-75ec049aa240 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 23

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:35:54.823543Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.225884Z digest=sha256:a16197bc86965d6cf794a3aa95eb486f405e9c96a41080be8cbccc7e69629583

Observation c45e920e-0f87-4dd0-80e1-133185009467 · outbound

This paper cites GPT-4 Technical Report.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface GPT-4 Technical Report

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.230530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.230530Z digest=sha256:83da6b862f0f598be2d9591b993668e330eae0a88ef75e7fdf7d5a5aef4c0186

Observation 0bafc86f-e96e-4329-939c-f469ad4def33 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:55.012470Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.234898Z digest=sha256:c3d4b4e46bbd9ffa233d73d52ddc94b5d000cd5aab1be42ce7b8873309fc8fa1

Observation 8a70fc5b-22c3-4f9e-98b7-78d28d820c19 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.239393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.239393Z digest=sha256:66278d0444bb8565b91d88f6b40f63b93ebee4706a5d1112d4c03f01ab8035c7

Observation 8b85b6dc-34f8-4aa7-b700-83bb842695b1 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:54.995836Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.243950Z digest=sha256:ff0ceb4dcae1456d1f06cff5e85c7480bb265ccb18c24a5b11fb4f11cff468c9

Observation d6cd14be-60cc-4f5d-a664-52f135e51ded · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:54.981275Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.249802Z digest=sha256:9354df61ff2672968bb003b7a0d476a33d3cdad04e77408a8ffaaea22a8e81b8

Observation 8e5bf8c5-89b8-4dc1-8b70-5697ab39fbb6 · outbound

This paper cites Manning, Andrew Ng, and Christopher Potts.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Manning, Andrew Ng, and Christopher Potts

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:35:54.966702Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.253854Z digest=sha256:5849e75dc7cec172e4b2d8af348df236d29df89b8d52c58fad18f1ebee34ce01

Observation 34733448-e6d9-4684-9c91-d2582fd8e995 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.258094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.258094Z digest=sha256:d88642db2fdb4a49f8d19f3bf961643afc4d587a49364a9c4b2003a1267d9afe

Observation adc439ad-ad1a-42da-9db1-84b258332881 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.262186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.262186Z digest=sha256:cab3f73502c2e7e66d4677df88fe6249d7bcb0b7a798da386b0fc4eeb791e366

Observation ec7b74e6-f92d-4e08-8c2d-78a3dd6e40a2 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 32

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T14:35:54.635524Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.266676Z digest=sha256:bf9037f1b7a0948e1321df965b15a28915d7504b64a668aa8bb0e5fa90bd1987

Observation 97dc14f0-c3b5-48dc-8590-2f6e223b4bc2 · outbound

This paper cites An In-Depth Investigation of Data Collection in LLM App Ecosystems.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface An In-Depth Investigation of Data Collection in LLM App Ecosystems

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.270900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.270900Z digest=sha256:6684dbafb7d3fc8f616a9bf4b17abc8ea263615e4f3e5bde102a289e7662157b

Observation bb5192cf-8583-4135-8b66-29ae6f282e85 · outbound

This paper cites Qwen3 Technical Report.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Qwen3 Technical Report

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.276423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.276423Z digest=sha256:8427b5b151112c08c9baf61651008793483b28e14f721a1c092f82eb39d53203

Observation 98801d29-1ed0-45e6-a34d-2a3bb86a6e65 · outbound

This paper cites GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.281433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.281433Z digest=sha256:f96eb97f68a03f55d2475784b02a66110bf624827f7d8edce248bd7233396a08

Observation 490971cd-91b0-4b21-8bb3-f49fb5487085 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.286704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.286704Z digest=sha256:e6a97e6c76ecf47f4f6c7d2ee028aacde0a299adf98655766863274735ab2ac6

Observation 5fa4dbf8-8fdb-4206-ba06-2dbd87add2a7 · outbound

This paper cites Right to be Forgotten in the Era of Large Language Models: Implications, Challenges, and Solutions.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Right to be Forgotten in the Era of Large Language Models: Implications, Challenges, and Solutions

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.291600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.291600Z digest=sha256:9952ff15286cbf59ded129bc942d032d89a891a467d58c50cd5bc5c4935e5b34

Observation e11c9a14-324b-452f-8b29-cf2740dc369e · outbound

This paper cites Character-level Convolutional Networks for Text Classification.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Character-level Convolutional Networks for Text Classification

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.296145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.296145Z digest=sha256:9265f7811bbcc88323b341144f749d6c6f6a0d097839817f158d4042f2998926

Observation c3d1dc1a-5a62-4c47-b1d4-ccd227f0f1b4 · outbound

This paper cites an unresolved cited work.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:35:54.952488Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-06T14:35:54.301035Z digest=sha256:3c95a1593d2f2b548e353fb7d7fd5a0f8a3e886d011bf911e6b97b1e3ab36855

Observation bd03e0fd-2c0c-4561-acb8-1510ea6b7dd1 · outbound

This paper cites online" 'onlinestring :=.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface online" 'onlinestring :=

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.305694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.305694Z digest=sha256:3a8d1d79d1aa9ebec614c19bf9d8e0836010dc9ad163e53c2621fa78126863e3

Observation 84e28211-f179-4343-a88c-08a05517dd5b · outbound

This paper cites write newline.

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface write newline

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T14:35:54.310541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T14:35:54.310541Z digest=sha256:fa398290c036266806131307228e399445e98ced87660e2ce859a4afd40ec920

Pith citing papers

Observation b045acb2-a581-4572-a4e3-e06f1f3cb3d5 · inbound

GLiNER Guard: Unified Encoder Family for Production LLM Safety and Privacy cites this paper.

GLiNER Guard: Unified Encoder Family for Production LLM Safety and Privacy GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:01:05.762986Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-08T16:49:28.684979Z digest=sha256:1551a5633f5fdd9d4e893b87482f6f0dedaadd6520a4d379e0cafe62534898e8

Observation 981a8261-fc42-4986-a6c6-f728994f5134 · inbound

RedactionBench cites this paper.

RedactionBench GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T00:19:13.455688Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-06-26T21:17:32.100894Z digest=sha256:57f831651b9912af9d95375286aa4c571695580eebf27b3c248434b53e559ce1