Pith. sign in

Paper Citation Record · LEDGER

A survey on cutting-edge relation extraction techniques based on language models

As of 17 August 2026, this Paper Citation Record lists 100 of 160 outbound references and 1 inbound Pith citation observation for arXiv:2411.18157.

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

pith.paper-citation-record.v1
2411.18157 v1

Coverage vector

measured 100 of 160 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:29:40.618056Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:15:30.460469Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:15:32.780952Z

Reference resolution

100 of 160 outbound references displayed

  • verified exact24
  • verified fuzzy0
  • unresolved70
  • parse uncertain0
  • malformed identifier6
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 812cddfe-5733-407b-b885-cafee0d47633 · outbound

This paper cites In: Proceedings of the second workshop on EVENTS: Definition, detection, coreference, and representation.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the second workshop on EVENTS: Definition, detection, coreference, and representation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.135141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.135141Z digest=sha256:f98058e4ec0add290df6994e9277d18dd982f69a9094064f8f9d5e5542b117e4

Observation 97c177f4-b2bb-43d0-9948-b63f04fd6af1 · outbound

This paper cites TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task.

A survey on cutting-edge relation extraction techniques based on language models TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.144180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.144180Z digest=sha256:953d4d09d5a07eee9ba79e74edebd7a2a5035a35d236979524f04e0a518cd6a9

Observation eb89f460-7b13-44c9-b496-b66cec5c8707 · outbound

This paper cites In: Proceedings of the 57th Annual Meeting of the Associa- tion for Computational Linguistics.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the 57th Annual Meeting of the Associa- tion for Computational Linguistics

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.149428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.149428Z digest=sha256:2fd515390b57329bbaa4bc568b0c0b21e8d357bbfca215f6b522d19a8dcecb93

Observation 57d0f532-76aa-4f8d-9611-81d209b0bb02 · outbound

This paper cites In: Hämäläinen, M., Alnajjar, K., Partanen, N., Rueter, J.

A survey on cutting-edge relation extraction techniques based on language models In: Hämäläinen, M., Alnajjar, K., Partanen, N., Rueter, J

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.153586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.153586Z digest=sha256:f8b457099b7e8f3a4a807edeb67cfedca2abf5302c8f252e2f9c482c9c7fe7a3

Observation 87100655-dd07-4e8d-8306-09f753a71588 · outbound

This paper cites Sensors 22(13), 4911 (2022).

A survey on cutting-edge relation extraction techniques based on language models Sensors 22(13), 4911 (2022)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.157931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.157931Z digest=sha256:c0e1a6e5deb5a0ae1e21986ff66242abd65c69d1d92e4c479447d0ff35c95f21

Observation 4fb9b435-bab1-4f89-bb9f-944f7c83454a · outbound

This paper cites In: Louvan, S., Madotto, A., Madureira, B.

A survey on cutting-edge relation extraction techniques based on language models In: Louvan, S., Madotto, A., Madureira, B

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.162686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.162686Z digest=sha256:0bc4cee41de96dd2c3e41208009d4a4f869efff7100b4fc43c9126f4b92091d2

Observation ef2813c1-6ab7-4f55-a33a-b1dcb6246fdf · outbound

This paper cites Nature ge- netics 36(5), 431–432 (2004).

A survey on cutting-edge relation extraction techniques based on language models Nature ge- netics 36(5), 431–432 (2004)

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.166451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.166451Z digest=sha256:3cb3407ada30d21b07d6a88343912b95f89570704ff2391fb492fd97ee39170e

Observation 40e5d3a5-e2a1-4bcb-8871-5dee9e9f57dc · outbound

This paper cites SciBERT: A Pretrained Language Model for Scientific Text.

A survey on cutting-edge relation extraction techniques based on language models SciBERT: A Pretrained Language Model for Scientific Text

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.169984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.169984Z digest=sha256:24fd1bb6c2ec4fe0c398bb85a6f73d09be9b78d9bb639b11e0962e6db3154268

Observation ddb61e0d-aa43-456b-bcf1-42a434232e92 · outbound

This paper cites In: Advances in Neural Information Processing Systems.

A survey on cutting-edge relation extraction techniques based on language models In: Advances in Neural Information Processing Systems

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.174037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.174037Z digest=sha256:b92f19d4d70a4085e06f3916ee3e01c7a1a63e9a2d320a78d5f757bd7fabb60d

Observation 5ef1924d-b527-4b30-9309-d8fb5cc887fc · outbound

This paper cites BMC bioinformatics16, 1–17 (2015).

A survey on cutting-edge relation extraction techniques based on language models BMC bioinformatics16, 1–17 (2015)

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.177746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.177746Z digest=sha256:69c0e81340eeab1e9d0abdcd0ee43eb9cf5e4e79d9fd7c0c141b7331f7c5ac85

Observation 95dcceb1-81e4-4181-b10f-63dc8d664e8b · outbound

This paper cites In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t.

A survey on cutting-edge relation extraction techniques based on language models In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t

Reference 12

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.803084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.181477Z digest=sha256:62848604e30c8546e636642c98284828877e2d4399a249a2b4bd65f63d94e5b6

Observation a2f22594-fca8-4e5e-b64c-0a799933b10c · outbound

This paper cites an unresolved cited work.

A survey on cutting-edge relation extraction techniques based on language models Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.187032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.187032Z digest=sha256:fb82724ec63ef0a12f25aac00db500e5abd201713367faed6b9849e5dd46a603

Observation 88077c2c-0ccc-45fc-a0ed-5e2e4c66cd59 · outbound

This paper cites In: Toutanova, K., Rumshisky, A., Zettlemoyer, L., Hakkani-Tur, D., Beltagy, I., Bethard, S., Cotterell, R., Chakraborty, T., Zhou, Y.

A survey on cutting-edge relation extraction techniques based on language models In: Toutanova, K., Rumshisky, A., Zettlemoyer, L., Hakkani-Tur, D., Beltagy, I., Bethard, S., Cotterell, R., Chakraborty, T., Zhou, Y

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.190838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.190838Z digest=sha256:8785c32c6eedbd36f0adc3fa977732e97b35392b67b8b84356480781a3f9439d

Observation d7fd739a-31c7-41fc-a84b-476001a8c087 · outbound

This paper cites In: Rogers, A., Boyd-Graber, J., Okazaki, N.

A survey on cutting-edge relation extraction techniques based on language models In: Rogers, A., Boyd-Graber, J., Okazaki, N

Reference 15

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.791130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.194796Z digest=sha256:0b4143fd75d48b1d924b796779a213ee1fe34b3ca931e915e4bf13ae17e5e7db

Observation a5f0a094-e116-4233-b53c-695421eedc47 · outbound

This paper cites In: Wu, D., Carpuat, M., Carreras, X., Vecchi, E.M.

A survey on cutting-edge relation extraction techniques based on language models In: Wu, D., Carpuat, M., Carreras, X., Vecchi, E.M

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.202651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.202651Z digest=sha256:171e55edb7e4cbbccb0f5c5d6049e57da08c6f4a41c71d7e128cd9cd237a0e77

Observation d89d4f5d-5848-4626-b8cc-fe08eede0a71 · outbound

This paper cites an unresolved cited work.

A survey on cutting-edge relation extraction techniques based on language models Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.206629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.206629Z digest=sha256:791b2548a50f50a921534795bf63159d3a5430bc8a0a55b0c8f6bf813a83c5c4

Observation 4a0f1aa1-e4d0-4eb9-89ae-568ff7815ee2 · outbound

This paper cites Biomedical informatics insights10, 1178222618792860 (2018).

A survey on cutting-edge relation extraction techniques based on language models Biomedical informatics insights10, 1178222618792860 (2018)

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.210821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.210821Z digest=sha256:ffb9389630dc3ae4fcc2773481deeb9e2b4f8543f7894a9434af323744fbdd8b

Observation 4db3feac-bd63-4705-8013-0f4302b0e01a · outbound

This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.

A survey on cutting-edge relation extraction techniques based on language models In: Zong, C., Xia, F., Li, W., Navigli, R

Reference 19

Resolution
malformed identifier
no resolver link, observed 2026-08-12T11:29:40.214681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.214681Z digest=sha256:b210d14b10a79019e3cb159457f3292978b9066338375302eb8e63abb2b535a2

Observation 55a0ef1a-82ce-4759-a526-e335ad840e71 · outbound

This paper cites Two Training Strategies for Improving Relation Extraction over Universal Graph.

A survey on cutting-edge relation extraction techniques based on language models Two Training Strategies for Improving Relation Extraction over Universal Graph

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.220923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.220923Z digest=sha256:cf103091ab17f344f23f5b880834a3e0612eb6b6c083d1162d40e0b118621746

Observation 340e9c5e-e74b-4597-9139-43ce88a4e3b1 · outbound

This paper cites In: Merlo, P., Tiedemann, J., Tsarfaty, R.

A survey on cutting-edge relation extraction techniques based on language models In: Merlo, P., Tiedemann, J., Tsarfaty, R

Reference 21

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.764228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.225913Z digest=sha256:dad24dd89f3867f6467da240740efa5c9190ec9aa0341dc433a2b4f16bc960da

Observation 6042b3b0-38ad-4fec-85ba-00d12e48ccfe · outbound

This paper cites In: Precup, D., Teh, Y.W.

A survey on cutting-edge relation extraction techniques based on language models In: Precup, D., Teh, Y.W

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.230668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.230668Z digest=sha256:0397d78efd6dea4726886e58ba35ea1102aa60e4a218a6e4f2a2868eab062a37

Observation dd69a4ab-bb61-4448-9dab-1d0be7921199 · outbound

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

A survey on cutting-edge relation extraction techniques based on language models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.235301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.235301Z digest=sha256:a5e082e763724afa07983e8596944e89c7c028a468a262a10ae617efce35219b

Observation e9585534-820e-4649-8831-b8403ed44fad · outbound

This paper cites International Journal of Computational Intelligence Systems17(1), 93 (2024).

A survey on cutting-edge relation extraction techniques based on language models International Journal of Computational Intelligence Systems17(1), 93 (2024)

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.241070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.241070Z digest=sha256:a79338f113fa5a703d3df1b7ba92d14d86bb373c9dfefbf43631e3326e54b10f

Observation 4c386a28-28a5-49ef-afba-59423f739866 · outbound

This paper cites The Llama 3 Herd of Models.

A survey on cutting-edge relation extraction techniques based on language models The Llama 3 Herd of Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.245330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.245330Z digest=sha256:d7149b7b776f00d4765e523ae9c62ed101e3cffcf04abab0b7d0aae31c12af35

Observation 99c76f2f-6207-4746-8ac8-5adfd6fefb32 · outbound

This paper cites In: Merlo, P., Tiedemann, J., Tsarfaty, R.

A survey on cutting-edge relation extraction techniques based on language models In: Merlo, P., Tiedemann, J., Tsarfaty, R

Reference 26

Resolution
malformed identifier
no resolver link, observed 2026-08-12T11:29:40.250373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.250373Z digest=sha256:db5081b1fb7d8a15e76cd2893723e6c8d01ecf573e2b79172c73d28f1e656fdd

Observation dbbc2e18-8645-4275-b012-09cdb2e4acb6 · outbound

This paper cites In: Merlo, P., Tiedemann, J., Tsarfaty, R.

A survey on cutting-edge relation extraction techniques based on language models In: Merlo, P., Tiedemann, J., Tsarfaty, R

Reference 27

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.742774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.254794Z digest=sha256:e68470888e71bf8da5269ec4368e859c386443c98f2ee35835c284b4923d9313

Observation 2677da56-b1b8-4558-b9a3-0721b7b629e5 · outbound

This paper cites In: Merlo, P., Tiedemann, J., Tsarfaty, R.

A survey on cutting-edge relation extraction techniques based on language models In: Merlo, P., Tiedemann, J., Tsarfaty, R

Reference 28

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.729792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.259208Z digest=sha256:af1b9ab62fa8bd5d08489e404d53d7df918236f3e15da7e6780232259ef93cd6

Observation cf43e011-9918-49ba-b893-1fbad38674e0 · outbound

This paper cites In: 55th annual meeting of the Association for Computational Linguistics (ACL) (2017) 40 Diaz-Garcia and Amador Diaz Lopez.

A survey on cutting-edge relation extraction techniques based on language models In: 55th annual meeting of the Association for Computational Linguistics (ACL) (2017) 40 Diaz-Garcia and Amador Diaz Lopez

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.263951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.263951Z digest=sha256:21dc58099c9ffabb7b56da0a14f1405ce4ed77207b28dd8fabac286504abe954

Observation 14472836-c890-4081-95ac-bbf1618ce66c · outbound

This paper cites ACM Trans- actions on Computing for Healthcare (HEALTH)3(1), 1–23 (2021).

A survey on cutting-edge relation extraction techniques based on language models ACM Trans- actions on Computing for Healthcare (HEALTH)3(1), 1–23 (2021)

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.268052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.268052Z digest=sha256:beecd9099a3cd1bc8d3f5902aca0dba0d0ddabfd3e25e2a02c7f29e84fa88f26

Observation 98330e35-5120-4a09-9d96-4faf39e58b9f · outbound

This paper cites Journal of biomedical informatics45(5), 885–892 (2012).

A survey on cutting-edge relation extraction techniques based on language models Journal of biomedical informatics45(5), 885–892 (2012)

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.275959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.275959Z digest=sha256:539a505b0b1db9b3b27ecf87b930c3d75c97397b7d22b8febcb030aa94854944

Observation 2ea37f57-1581-4da8-a613-4633b2035854 · outbound

This paper cites In: Rogers, A., Boyd-Graber, J., Okazaki, N.

A survey on cutting-edge relation extraction techniques based on language models In: Rogers, A., Boyd-Graber, J., Okazaki, N

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.279969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.279969Z digest=sha256:b10640339878df30545ba83ef538e893aed75f3e261b4c81b2137458ae48e4c6

Observation 74a6584b-2705-4108-9d12-fbbe1c47d275 · outbound

This paper cites In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t.

A survey on cutting-edge relation extraction techniques based on language models In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.284379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.284379Z digest=sha256:090c00d2712364cf6b01b31ff75081ea49fcdff480488c7ef7d155bb8479aa79

Observation 783317ab-d888-4580-9c10-b504bc380c8c · outbound

This paper cites In: Goldberg,Y.,Kozareva,Z.,Zhang,Y.(eds.)FindingsoftheAssociationforComputationalLinguistics: EMNLP 2022.

A survey on cutting-edge relation extraction techniques based on language models In: Goldberg,Y.,Kozareva,Z.,Zhang,Y.(eds.)FindingsoftheAssociationforComputationalLinguistics: EMNLP 2022

Reference 35

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.694027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.288863Z digest=sha256:eb5d730408950eaf396fb912b4772560385cd20c56eaae8491a96a6bfadddbf7

Observation 0514c244-8f60-4ba2-97d5-66be388ca360 · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the AAAI conference on artificial intelligence

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.293148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.293148Z digest=sha256:5319eb7b9b7382f069041ebccd851fdd10c645ebd64008210f574f01c8f24be3

Observation c945068f-6e93-4bf4-ad97-8e817b165905 · outbound

This paper cites In: Wong, K.F., Knight, K., Wu, H.

A survey on cutting-edge relation extraction techniques based on language models In: Wong, K.F., Knight, K., Wu, H

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.297757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.297757Z digest=sha256:38ba924c20e37a96a3dd145b87d86aa857a6798ee1762da617db8776a24533e4

Observation 20a4e8b5-6750-46bf-88f1-e6d11fb12d24 · outbound

This paper cites OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction.

A survey on cutting-edge relation extraction techniques based on language models OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.302698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.302698Z digest=sha256:ee4c25d523f618d6a0b50534d9f7bdac845529043dd9609ffb4b44e2ef0d2f87

Observation 088d3001-4e20-4c95-b644-f62143e66ec6 · outbound

This paper cites In: Riloff, E., Chiang, D., Hockenmaier, J., Tsujii, J.

A survey on cutting-edge relation extraction techniques based on language models In: Riloff, E., Chiang, D., Hockenmaier, J., Tsujii, J

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.307435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.307435Z digest=sha256:7838fc88c71d39a5ef5a3c955e696fcfd2e7fcdfc71f12f7b17cd522573f8f3a

Observation 5ecd943d-c4c6-45f1-ae79-d9e90b6fb9ac · outbound

This paper cites In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t.

A survey on cutting-edge relation extraction techniques based on language models In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.312350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.312350Z digest=sha256:ca18a77211975c7407e04fd8b3c323b9f977509236d776b6dff8b3264d62f241

Observation 50cc9b0d-ba43-43c9-b48c-d5a1206c6de1 · outbound

This paper cites SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals.

A survey on cutting-edge relation extraction techniques based on language models SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.322019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.322019Z digest=sha256:3b5b3239dac297f7c8120288d416eeb36f571b20f725ddf671b595543546e6c6

Observation 54cb442b-7f4e-4bba-8c2a-7bb9b2d769d1 · outbound

This paper cites In: Rogers, A., Boyd-Graber, J., Okazaki, N.

A survey on cutting-edge relation extraction techniques based on language models In: Rogers, A., Boyd-Graber, J., Okazaki, N

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.326081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.326081Z digest=sha256:dc8b80ca75c4a1ecac6991740714931eabb07888d8dbe6ead417ffffa6b7d763

Observation f8ad0191-bd28-44a0-8cb5-f487bfe3dd3f · outbound

This paper cites Computers in biology and medicine155, 106649 (2023).

A survey on cutting-edge relation extraction techniques based on language models Computers in biology and medicine155, 106649 (2023)

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.330217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.330217Z digest=sha256:3a9e722fa0cae2d3171ca2ea278ab882a6a40332f2df0dc6577fa930022c9d84

Observation 084b32f5-718d-4fc6-b95e-966df6bf2c5d · outbound

This paper cites In: Rogers, A., Boyd-Graber, J., Okazaki, N.

A survey on cutting-edge relation extraction techniques based on language models In: Rogers, A., Boyd-Graber, J., Okazaki, N

Reference 44

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.654380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.334628Z digest=sha256:8f032c7d0add9cc1b790e3abee231889e3c4e285aab6927b9c62d31838c1f350

Observation 02ab5b28-2649-4bdc-ba00-becea4078658 · outbound

This paper cites In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t.

A survey on cutting-edge relation extraction techniques based on language models In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t

Reference 45

Resolution
malformed identifier
no resolver link, observed 2026-08-12T11:29:40.339317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.339317Z digest=sha256:9ea604415095e948b1fb1af8e5f5c6d99b061c9bef3d2124ef2b263be497bc10

Observation 320634f2-1553-457a-9f58-b60eec49a515 · outbound

This paper cites In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t.

A survey on cutting-edge relation extraction techniques based on language models In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t

Reference 46

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.633185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.344398Z digest=sha256:105287287068e74d9a8a3559bcdd509df230afa55c427c67bae5877c69c13f15

Observation 0882b478-2db1-4707-ad52-0a21ea20e198 · outbound

This paper cites In: Carpuat, M., de Marneffe, M.C., Meza Ruiz, I.V.

A survey on cutting-edge relation extraction techniques based on language models In: Carpuat, M., de Marneffe, M.C., Meza Ruiz, I.V

Reference 47

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.619529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.348830Z digest=sha256:7b625a907db19c59cf7bf525e3d5b3a345cd5b68da0e8bf9d50bb7fd8313781c

Observation 99f79c29-7b3a-4904-81a4-b3420e82f434 · outbound

This paper cites In: Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021).

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021)

Reference 48

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.609052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.353021Z digest=sha256:ace1a1c21b31954695bec923f2dbe76ffd3a5b74abb8d46d08f6e0c64c5f259f

Observation c8a64177-0d00-4ec2-99c4-e3163d075c76 · outbound

This paper cites an unresolved cited work.

A survey on cutting-edge relation extraction techniques based on language models Unresolved cited work

Reference 49

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.598816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.357289Z digest=sha256:21a064aa80b55c95bf82e164fdb7e54668d877ddc87003daefbc3ba555674c18

Observation b06da7b2-322e-45f3-a185-e977ce85d695 · outbound

This paper cites In: Rogers, A., Boyd-Graber, J., Okazaki, N.

A survey on cutting-edge relation extraction techniques based on language models In: Rogers, A., Boyd-Graber, J., Okazaki, N

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.361322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.361322Z digest=sha256:80b889d1ac2bc4ad8ff7363178a0d590221c8a5e67c886354c535606d83ae4d9

Observation 02fc8566-853a-4745-9746-5129c27a2518 · outbound

This paper cites Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention.

A survey on cutting-edge relation extraction techniques based on language models Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.366655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.366655Z digest=sha256:e51e130b487d8b1c66eafdf390dd861cf0c0f0065b04350fcd433ff40cd1341a

Observation cc08337e-3893-43f5-9d0a-f9ac5e8edc53 · outbound

This paper cites In: 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW).

A survey on cutting-edge relation extraction techniques based on language models In: 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW)

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.371024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.371024Z digest=sha256:e3f0c17490c9dd6db4a2947d433e27716275d675ac64b3e4f5a9a31f648950d0

Observation 412da529-6132-474d-9148-55cd321f9ffe · outbound

This paper cites an unresolved cited work.

A survey on cutting-edge relation extraction techniques based on language models Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.374976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.374976Z digest=sha256:4c1754eb5b89d1c5c85cafb5e40d6f731939c59740f4f5041b1f8652bd1a5010

Observation 10f6378c-7e91-47f8-8e2a-170f2e9bbd0c · outbound

This paper cites Transactions of the association for computational linguistics8, 64–77 (2020).

A survey on cutting-edge relation extraction techniques based on language models Transactions of the association for computational linguistics8, 64–77 (2020)

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.383305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.383305Z digest=sha256:ec61c25567bbbabe9f34e8f46097a30d77e52d94a1dbeb9ebc08a697934198d2

Observation b7c30032-2b05-497b-8426-883a0fb563a5 · outbound

This paper cites In: Erk, K., Smith, N.A.

A survey on cutting-edge relation extraction techniques based on language models In: Erk, K., Smith, N.A

Reference 56

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.571161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.387058Z digest=sha256:26663469fcc52627c3041a01cd225942291c87320d5fe1d42090446fe86e26ab

Observation 06212e7f-b179-466b-b1db-2d47a00e2f1c · outbound

This paper cites In: Proceedings of the 18th BioNLP Workshop and Shared Task.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the 18th BioNLP Workshop and Shared Task

Reference 57

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.559348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.392714Z digest=sha256:afc69bbb8bddfe41838fe92593c56db985a286cc0fec4c27c700dd3573171e43

Observation 87fd1b24-a53c-4f38-a5e1-bb86bca3eb3b · outbound

This paper cites Nucleic acids research41(D1), D464–D469 (2012).

A survey on cutting-edge relation extraction techniques based on language models Nucleic acids research41(D1), D464–D469 (2012)

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.397477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.397477Z digest=sha256:8563f5c4d988fc8e7646d7cdebd0839ab67a63b61e5e184a4bb71c515efdcd6a

Observation 9e77adc2-301b-41af-8309-8cbb4ef3fa8e · outbound

This paper cites In: Pro- ceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

A survey on cutting-edge relation extraction techniques based on language models In: Pro- ceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.401939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.401939Z digest=sha256:409ecb3ccb00ca7408775977614d40271a961091b4139ba7ec078153f1843b5e

Observation ccd918c0-4ac0-4005-8662-2e6414b64da0 · outbound

This paper cites In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

Reference 60

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.545837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.406238Z digest=sha256:63f00c21f55a3ee99b508631e72675044f2cb9c7850fdbc351ee067d74c3b9a8

Observation caacfdba-ae1b-4218-80da-f61e1dc50918 · outbound

This paper cites BMC medical informatics and decision making 21, 1–12 (2021).

A survey on cutting-edge relation extraction techniques based on language models BMC medical informatics and decision making 21, 1–12 (2021)

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.410433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.410433Z digest=sha256:6d05b45ba91306688b48d49c9807a2e6b4c807abe31b07f3f8afdd431f7a5187

Observation b18e5081-9b2a-451a-931f-8977e32537f9 · outbound

This paper cites In: Riloff, E., Chiang, D., Hockenmaier, J., Tsujii, J.

A survey on cutting-edge relation extraction techniques based on language models In: Riloff, E., Chiang, D., Hockenmaier, J., Tsujii, J

Reference 62

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.533996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.414149Z digest=sha256:aca1522c02c37ccbe6acef6fe6acbe374a84ca82db07ae8e5501254816420993

Observation 5cd15a34-6153-406b-adbc-013b99d7f4e1 · outbound

This paper cites Bioinformatics36(4), 1234–1240 (2020).

A survey on cutting-edge relation extraction techniques based on language models Bioinformatics36(4), 1234–1240 (2020)

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.418310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.418310Z digest=sha256:b80529707289ba6aa478d54c53ef43684f028fd365e7175278aea4665351e370

Observation 51a5f3e2-7d1e-4447-8d80-cf51f30dd08c · outbound

This paper cites In: Levy, R., Specia, L.

A survey on cutting-edge relation extraction techniques based on language models In: Levy, R., Specia, L

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.424008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.424008Z digest=sha256:fb6ba698e17807b73cabaf5ec6ebc154899c7664172753bbbb60991f61788b3f

Observation ca60a71d-42b0-482f-ad76-9d034b037e36 · outbound

This paper cites an unresolved cited work.

A survey on cutting-edge relation extraction techniques based on language models Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.428462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.428462Z digest=sha256:2dedc5993b4d33146949ec87750ca3dba468b37303af84cf55eab9a10d04784c

Observation 0a1c4809-ed38-4639-9744-db8ac6be4897 · outbound

This paper cites In: Carpuat, M., de Marneffe, M.C., Meza Ruiz, I.V.

A survey on cutting-edge relation extraction techniques based on language models In: Carpuat, M., de Marneffe, M.C., Meza Ruiz, I.V

Reference 66

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.515468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.433480Z digest=sha256:b9565d89235590c449aa1499cfa8a78585bba5637312f1be91a431450f7dfdcf

Observation 416de470-4629-4dcd-8ec0-f2e41e3165e2 · outbound

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

A survey on cutting-edge relation extraction techniques based on language models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.449157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.449157Z digest=sha256:626f3741011d630b532bd5d26c1d3009dada72ecf4bf83106e5f610ce687cfa3

Observation 7f041737-566f-440d-baea-7c9d01f442e1 · outbound

This paper cites In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.454119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.454119Z digest=sha256:c3a99298fc9d481a532b129fe4b5613f9d21ea4106affd28c4cc8104dd53ea75

Observation a5152d13-0f1c-43dd-88af-c2c4ea504070 · outbound

This paper cites In: Riloff, E., Chiang, D., Hockenmaier, J., Tsujii, J.

A survey on cutting-edge relation extraction techniques based on language models In: Riloff, E., Chiang, D., Hockenmaier, J., Tsujii, J

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.459208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.459208Z digest=sha256:4fe4fd0fb93f9bb4b9dd8ba99a9945173bd416ccbb381d07c09a5e5137c9be2f

Observation 3079e1e4-d444-45e4-8f09-f8c487e9dbc5 · outbound

This paper cites Briefings in Bioinformatics23(5), bbac282 (2022).

A survey on cutting-edge relation extraction techniques based on language models Briefings in Bioinformatics23(5), bbac282 (2022)

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.463614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.463614Z digest=sha256:8016ceadee7582fb38ef35a8b58502412d701567c0ec6a6196df5884090e080a

Observation 62d91d56-e57d-4802-bbbe-577c12e404ef · outbound

This paper cites Briefings in bioinformatics23(6), bbac409 (2022).

A survey on cutting-edge relation extraction techniques based on language models Briefings in bioinformatics23(6), bbac409 (2022)

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.468919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.468919Z digest=sha256:3db39a6e3e178f4c2e93881c600368654b19cb076d4e1fddae015817866c6a64

Observation 49a1d2f0-7c81-46d9-98da-c05d7e0e6013 · outbound

This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.

A survey on cutting-edge relation extraction techniques based on language models In: Zong, C., Xia, F., Li, W., Navigli, R

Reference 74

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.486630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.473069Z digest=sha256:91495bb99397b44b8068fb9d8e2b9033be58c22eabb77c728c276dbab841b968

Observation 4a0fc282-95e1-4497-90f4-ace1f2567965 · outbound

This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.

A survey on cutting-edge relation extraction techniques based on language models In: Zong, C., Xia, F., Li, W., Navigli, R

Reference 75

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.450654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.477514Z digest=sha256:522a80809bd8c93ede37691bcfd6ac9a6713cb464d6aae0d150d298bf9b7af7d

Observation 85a7011a-1e4e-48fd-be05-60366517c3b1 · outbound

This paper cites an unresolved cited work.

A survey on cutting-edge relation extraction techniques based on language models Unresolved cited work

Reference 76

Resolution
malformed identifier
no resolver link, observed 2026-08-12T11:29:40.482401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.482401Z digest=sha256:22eb91b332606454b597564b9053c639e2bb0ef7f3340bcc82157ac11b7fa71f

Observation bf2305be-2c10-42da-b7aa-9d99ced7f6ac · outbound

This paper cites an unresolved cited work.

A survey on cutting-edge relation extraction techniques based on language models Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.487039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.487039Z digest=sha256:7b550d89a926f96dffdb89bc01001b01ddf26f83d522ad7e72535f1919476e9e

Observation 669b8002-63fd-40e8-a418-7e04e24c94ea · outbound

This paper cites In: 2012 IEEE Workshop on Spoken Language Technology, SLT 2012 - Proceedings.

A survey on cutting-edge relation extraction techniques based on language models In: 2012 IEEE Workshop on Spoken Language Technology, SLT 2012 - Proceedings

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.491789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.491789Z digest=sha256:ca10050e8209d011bc9afbe5e0f7dec2c39c7164bb77625a895dfea9464f43e3

Observation 91920ec4-19ca-4742-b618-c6074767d6a6 · outbound

This paper cites In: Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.495987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.495987Z digest=sha256:affc7f138842bd4b85440fdc629aeb77fa89cb5902d15e3865268bbae2d47aa2

Observation 5c72ca87-6de1-4bba-82be-28ad220ec047 · outbound

This paper cites an unresolved cited work.

A survey on cutting-edge relation extraction techniques based on language models Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.500898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.500898Z digest=sha256:7accb9f92ff3f9084b7d85a76081333c24f423bf85c11ce0419165e22403f150

Observation ff7848c1-30ea-4779-91e0-90c5fc8bcf19 · outbound

This paper cites The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures.

A survey on cutting-edge relation extraction techniques based on language models The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.504987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.504987Z digest=sha256:4a8bc3d47aa6fd08a3b39eec17e54826f77ee11084a0d014f845fa768c14cb3f

Observation fcf08394-9297-46b3-925d-2389e4439ee5 · outbound

This paper cites In: Vlachos, A., Augenstein, I.

A survey on cutting-edge relation extraction techniques based on language models In: Vlachos, A., Augenstein, I

Reference 82

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.418245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.509131Z digest=sha256:207554aec137029d614bb0e9b683be30f51a13ca619b30c55dad69c27a59d75a

Observation d41ff59c-3ea9-4de6-a4b9-7a846a6490a7 · outbound

This paper cites In: Proceedings of the 58th Annual Meeting of the Association for Com- putational Linguistics.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the 58th Annual Meeting of the Association for Com- putational Linguistics

Reference 83

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.402337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.514293Z digest=sha256:dd3cdfca7533accc48f451ef864b60bf73344e0c6af8abd856ec7653f8bea17a

Observation eb68936b-9f96-429a-8445-6bb012cc4cd0 · outbound

This paper cites Applied Intelligence 53(9), 10602–10635 (2023).

A survey on cutting-edge relation extraction techniques based on language models Applied Intelligence 53(9), 10602–10635 (2023)

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.518373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.518373Z digest=sha256:7e80115656387a92ec4b6438fd6204977cf040cd32ca9b6a8d0dbb62cd3fe07d

Observation f5441aef-6af6-4417-bc5d-5fd781be96c3 · outbound

This paper cites A Multi-Axis Annotation Scheme for Event Temporal Relations.

A survey on cutting-edge relation extraction techniques based on language models A Multi-Axis Annotation Scheme for Event Temporal Relations

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.523543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.523543Z digest=sha256:5002395a7608e7fd734a80e5aa8fa1aed5704d7d43ae87b4b5583d44d09994ce

Observation 6d532873-115c-495f-8ad2-414cff76cbb5 · outbound

This paper cites GPT-4 Technical Report.

A survey on cutting-edge relation extraction techniques based on language models GPT-4 Technical Report

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.527613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.527613Z digest=sha256:68e74ca0e724a147a1b7e6c0b7acf0d4df0e55dbabe9776e595ab16eea3e83b6

Observation 4bb463b7-e205-403e-858c-b0e488cb87cc · outbound

This paper cites In: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.531819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.531819Z digest=sha256:ea0fce08e0c952a0b7fb1ef2164ff9970217b51a7dca2139b2ea72cfff3b1db0

Observation 48aaf254-30a5-4f08-8e24-60c9e8454acd · outbound

This paper cites In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.536854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.536854Z digest=sha256:80f6f5acc2d0b8fa2e74b0f2a8cfce6440820fc0615a6e421c11be1ddd8bfeed

Observation dfb58e97-c772-4438-9016-fb397ebb70dc · outbound

This paper cites In: Demner-Fushman, D., Cohen, K.B., Ananiadou, S., Tsujii, J.

A survey on cutting-edge relation extraction techniques based on language models In: Demner-Fushman, D., Cohen, K.B., Ananiadou, S., Tsujii, J

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.541477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.541477Z digest=sha256:ef4f0410ebbe3ee9520736b86f115cf31737427d250025159587108a29c01309

Observation 8aa7191b-f4e8-4626-87a7-189dcb28bcbb · outbound

This paper cites In: Carpuat, M., de Marn- effe, M.C., Meza Ruiz, I.V.

A survey on cutting-edge relation extraction techniques based on language models In: Carpuat, M., de Marn- effe, M.C., Meza Ruiz, I.V

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.546475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.546475Z digest=sha256:e0801359be637cf7693d64294e22dec2c2b9b581b8ae5c6c899c2c88ed18526d

Observation 76387987-4614-4f68-a4ce-4c0f30a08b11 · outbound

This paper cites In: Muresan, S., Nakov, P., Villavicencio, A.

A survey on cutting-edge relation extraction techniques based on language models In: Muresan, S., Nakov, P., Villavicencio, A

Reference 92

Resolution
malformed identifier
no resolver link, observed 2026-08-12T11:29:40.555334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.555334Z digest=sha256:3308f324c178df363bfa3979f71da902e007c1ade75fdee91a491937f381eab5

Observation d628f403-748c-46a6-9287-8cfbd33faa93 · outbound

This paper cites an unresolved cited work.

A survey on cutting-edge relation extraction techniques based on language models Unresolved cited work

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.559083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.559083Z digest=sha256:0e54b1837df15fa03300783cb16a80f5cd3408d18ba388d0d13c6f2648b50aaa

Observation e11632e2-d4c5-413a-a22b-e61d84267b9f · outbound

This paper cites The Journal of Machine Learning Research 21(1), 5485–5551 (2020).

A survey on cutting-edge relation extraction techniques based on language models The Journal of Machine Learning Research 21(1), 5485–5551 (2020)

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.562923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.562923Z digest=sha256:a77f7b1baa0c3b0eddc32a7a0ec8320f1e02e3f6519963aa9e67f711b1e1c026

Observation 46353b73-06aa-4a84-83c7-7094744f642e · outbound

This paper cites International Journal of Computer Applications134(8), 6–9 (2016).

A survey on cutting-edge relation extraction techniques based on language models International Journal of Computer Applications134(8), 6–9 (2016)

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.566807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.566807Z digest=sha256:0d800c73c96932fdb21cae581fa24481388f4e7f6f759b6eb42987569782124d

Observation 6927c23a-cade-494e-ac03-1e89c3a1877b · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

A survey on cutting-edge relation extraction techniques based on language models Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.572417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.572417Z digest=sha256:36c841a2016a131a4df56b751db131e747d8c332fed8544e67f672654557b1c0

Observation 378a069b-dfc1-4467-9752-7795f9ee154c · outbound

This paper cites In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III 21.

A survey on cutting-edge relation extraction techniques based on language models In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III 21

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.578035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.578035Z digest=sha256:79d49af0971013fbabc4fcef994aa72f135533d0a6a51b89ca3ef02dcd95d08f

Observation d2278250-4c19-4c32-b7b4-c35bf1aedc3c · outbound

This paper cites In: Pro- ceedings of the 2021 conference on empirical methods in natural language processing.

A survey on cutting-edge relation extraction techniques based on language models In: Pro- ceedings of the 2021 conference on empirical methods in natural language processing

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.583215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.583215Z digest=sha256:b35d37b64f5433a3b6283b26d941def88621f888e4384fb3690e6ec715be1194

Observation 392cb77e-8ec3-4494-947a-49502822af03 · outbound

This paper cites In: Merlo, P., Tiedemann, J., Tsarfaty, R.

A survey on cutting-edge relation extraction techniques based on language models In: Merlo, P., Tiedemann, J., Tsarfaty, R

Reference 99

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.365530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.589124Z digest=sha256:1aa9dc10ea4e8e94796e38ada633fe3c838f0640260b41739b8c6ce077cad409

Observation 3cdfeaf2-288c-4a04-8f1b-599bcd95a868 · outbound

This paper cites In: Proceed- ings of the 58th Annual Meeting of the Association for Computational Linguistics.

A survey on cutting-edge relation extraction techniques based on language models In: Proceed- ings of the 58th Annual Meeting of the Association for Computational Linguistics

Reference 100

Resolution
malformed identifier
no resolver link, observed 2026-08-12T11:29:40.593963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.593963Z digest=sha256:998510f067e762065eecd90ce1b547a190fa8fc87db758b34c0082dd6ebd74c5

Observation 6a8a4773-1acb-49d6-8d57-5dce640de50f · outbound

This paper cites In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t.

A survey on cutting-edge relation extraction techniques based on language models In: Moens, M.F., Huang, X., Specia, L., Yih, S.W.t

Reference 101

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.350044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.597829Z digest=sha256:f1b651a982d6c27afb0e6100811f372f7a356b42badd21229d10f172a5698400

Observation ba58aa00-0d2a-4e59-94f7-0038ee4d885f · outbound

This paper cites Journal of the Association for Information Science and Technology 73(2), 268–287 (2022).

A survey on cutting-edge relation extraction techniques based on language models Journal of the Association for Information Science and Technology 73(2), 268–287 (2022)

Reference 102

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.601679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.601679Z digest=sha256:9d3ea68881ba2741c9711d8af03a7ff4fa558fdd0bbda21d00dfb95cb7c73d9a

Observation 4f9c41f6-0067-4fb7-aa5d-f2cd20e894df · outbound

This paper cites In: 2018 International Conference on Asian Language Processing (IALP).

A survey on cutting-edge relation extraction techniques based on language models In: 2018 International Conference on Asian Language Processing (IALP)

Reference 103

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.605686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.605686Z digest=sha256:473685bab27e48ad9d8dc91d2d5b987a5fdf24527ea2059adac7e9de05ef19d1

Observation 92f86f75-0219-4cce-83a3-80114cc6813c · outbound

This paper cites In: Rogers, A., Boyd-Graber, J., Okazaki, N.

A survey on cutting-edge relation extraction techniques based on language models In: Rogers, A., Boyd-Graber, J., Okazaki, N

Reference 104

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.337405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.609619Z digest=sha256:d8d064ba3ac3967cb1f177651cede6526f21387c01e26b6aecb0f9205aa0a900

Observation c44ea897-b998-431d-92f9-43bfb13bfc01 · outbound

This paper cites In: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing.

A survey on cutting-edge relation extraction techniques based on language models In: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

Reference 105

Resolution
unresolved
no resolver link, observed 2026-08-12T11:29:40.613620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:29:40.613620Z digest=sha256:c50fb6cd7f01d2e5de5ff7791150c4c25f7e304fd1b275d8dc9de7405d5b6eea

Observation 5c957a30-15df-462d-a931-f69e4be9707b · outbound

This paper cites In: Vlachos, A., Augenstein, I.

A survey on cutting-edge relation extraction techniques based on language models In: Vlachos, A., Augenstein, I

Reference 106

Resolution
verified exact
doi, observed 2026-08-12T11:29:41.323770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T11:29:40.618056Z digest=sha256:635be4d620f9e5c9306e822cb6702d3103fc7ee440ffc91bd13e4ea01aefdf5c

Pith citing papers

Observation d811a6ef-6d01-40cc-b5b0-f9c858105bce · inbound

DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations cites this paper.

DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations A survey on cutting-edge relation extraction techniques based on language models

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T19:15:32.844097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:15:30.460469Z digest=sha256:5cf23295ff38d2ac4487a030dee1f5d36afbca58dc540d8c3137b842c6671a41