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Paper Citation Record · LEDGER

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing

As of 18 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 0 inbound Pith citation observations for arXiv:2505.12970.

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

pith.paper-citation-record.v1
2505.12970 v1

Coverage vector

measured 100 of 103 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:26:56.787389Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 103 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved94
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea521a56-db02-4db1-b95e-992f50985f59 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:55.965814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:55.965814Z digest=sha256:58c4d3277a77f3e44eed305d345fbab4dba9101354ad4ed3ac4fd58452dfa142

Observation b7de22c2-1ae5-4476-8e46-ac6b7fb0797b · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:55.972959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:55.972959Z digest=sha256:be11123f1f965bcbaa9686c6bb990edb8489166af485e573e73df6a820b5b5f7

Observation 2b2739d4-3ef0-4022-816c-a18213f88ac8 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:55.980251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:55.980251Z digest=sha256:7be524d483ffade2b30a00388fce8b3e4001241abdeb1ff22513008428aec377

Observation e6a99174-96d0-486e-84dd-f7e4a24f73fc · outbound

This paper cites Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:26:57.109470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:55.994648Z digest=sha256:5a9c9076999ed3464d5e8e7d34131152fe96b20b00493b5d03a737acbdc3b0ae

Observation d2f1fb60-6bbb-4b58-8368-f6e25261b6bb · outbound

This paper cites Non-Determinism of "Deterministic" LLM Settings.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Non-Determinism of "Deterministic" LLM Settings

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.005227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.005227Z digest=sha256:fcc977764e510862759ccd10284ec3f6148ff91c4243d468b03f359db51950ae

Observation f4c11b71-572c-42e9-b88c-7a062426c611 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.011272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.011272Z digest=sha256:e67cb2596a7decf8afe1920c14bc87d0291674522d4749276b4c97bf1092717b

Observation 6ae44736-5aa4-4a4b-b20e-7bf886654810 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.017403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.017403Z digest=sha256:189b03ddd09cf058eb36d73d390fe4284c769cb8d7a8d56fc78a6d53c54e8076

Observation 8dd32a9f-ee3d-43fc-b9de-1ca0a8e886f8 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.022389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.022389Z digest=sha256:beb692428f4e6dd6d186d326abdeb9e0db69df181b88d5733d59115982aa1ebe

Observation bcd32771-9368-4955-93b2-70aa4dd67833 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.029359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.029359Z digest=sha256:b41c70f5090bd4ee8a3362cf86217069ea9a068beca06c3a599599f54f228165

Observation 9ed78ae5-93aa-4064-be44-88c7578d2a4f · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.037428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.037428Z digest=sha256:563478a878bfb639a80c7b1e398c845ce928f3732e94507610627fa3af04cf44

Observation 2ea92ab4-e226-46b6-9d79-2dab5c913421 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.043994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.043994Z digest=sha256:5f160ff0f2421073fe03140337046058f4636ad62a40641704af919578882ba9

Observation 469c4db4-b4fd-4a2e-a5ec-18ae7c546627 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.051984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.051984Z digest=sha256:aa66964e66da600e0a39ece481d706a0c526053a7871cb16c42b2b8fadac5020

Observation 0bca578e-6855-4772-85aa-5cb2769080a6 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.058089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.058089Z digest=sha256:91b9a3325ad1b39d9a90832420a0294650ef765472eae4c2d385ddd96b4f35fb

Observation 2ee74bb5-f43f-47c2-82f3-29e0225a7f14 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.085546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.085546Z digest=sha256:1b919bcd9e1f8780f5f5f0eeafcb093248d540766a9d610c8072b4b272738fcf

Observation 9da2094c-445b-46dc-8c18-a26ab1ed4a0c · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.091488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.091488Z digest=sha256:c0fea86b8a9cae90d67e8d63e54030d254572bd4cbb6555b86eaadd3b9162928

Observation 5fa1b842-5c77-40af-92fd-80f1085f20da · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.097368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.097368Z digest=sha256:c1868927170996d99305bc30b591fb8de2b709e631c536711cef5d4e18df08b1

Observation 9de87113-ba8c-445b-bf46-f3da7728bbd7 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.108876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.108876Z digest=sha256:e6f5fb19067333d3bdb27fb954fa338ff575b57b280852a22d51c16acd5de89f

Observation baf7564d-cee7-401b-8618-b30ac371f54d · outbound

This paper cites Intelligent Systems with Applications, 19:200244.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Intelligent Systems with Applications, 19:200244

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.103301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.103301Z digest=sha256:4e93a425232178f87a4faac2c3bb18a11bf793014987578f8737dfe98e5cf2f6

Observation 8fc1994e-ebb4-4f8d-8b6b-37d4d3eb4ac7 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.120663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.120663Z digest=sha256:ff286c66c52211d2d4429c2949622cd13df79e0f8e8653b4d072a2f31d7c17f2

Observation f9ef84db-e78c-4cca-90ac-b2b67dd711b4 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.114443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.114443Z digest=sha256:fab15e3396e9652dfc0901ca753fb8f79f0afcaf839d6ed0f2284765f785f294

Observation 584ae949-6b1b-4cca-a3c5-16ad9de8a420 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.129848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.129848Z digest=sha256:4991ff67d08327710ae4e843dd320204dffe6e774f12ab03381e1ae3654479fb

Observation 6dd53903-e0a4-4bd9-8995-4108d5bb121d · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.125294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.125294Z digest=sha256:5cbed0f800563e54c494cc00ba9504047b6da806826c93cecc2ed3856d26ed44

Observation dd3c5a6f-8698-40b4-9b17-5910b4b842d5 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.145932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.145932Z digest=sha256:e519b94e4b62029de5992aaf6fad1aa97dbd9be531e5722a5e666ab205bd09ce

Observation d8948295-97fa-432a-b4c4-63f4e33ea216 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.140971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.140971Z digest=sha256:75dc4a8658bcc503b6222de863087c9a6f5dd38aabcafb9659aef51de1c01fa1

Observation ed95395e-95a2-4f14-9d91-b3cb22e78dcc · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.323739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.158258Z digest=sha256:a080a11c82a2abd69e5949efd5aa7a9b7a5d2657e585098034404fbfa59606c0

Observation fb2a4596-a246-40f4-ae45-91b8d20a78ad · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.338873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.150746Z digest=sha256:d101c3b02ee9821b8f7a81d097a22ce51a61ee737decd432dd639be55171747a

Observation 15d38bca-314b-4263-b7a5-89d9883c519a · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.284341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation b0529d60-6206-47df-aaeb-1619c3b94043 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.306205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation af300a8b-44df-4a8c-ae40-78f779960adf · outbound

This paper cites Analyzing the Performance of Large Language Models on Code Summarization.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Analyzing the Performance of Large Language Models on Code Summarization

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.189277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.189277Z digest=sha256:a6e0e57ccb4dbfeee02f5ead9136787a22ebc43c74903e3e552703dfbc753820

Observation a79bc308-62c4-4aeb-b2f9-305c1a5e6c14 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.268461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.182871Z digest=sha256:b9786fe0b934bb239ab64d1102d2280320860eb84e5307eb71e73512bd5bfc7b

Observation afcd7546-1e42-4158-af27-66c9391db17f · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.254000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.209087Z digest=sha256:2950cbf2303121ba2e1a632b1004d6c08412bf5444db840b8b0c8d0d4b819b86

Observation 6f89a94c-b89d-4d08-a437-585bb8849a85 · outbound

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

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing An Empirical Study on Information Extraction using Large Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.199103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.199103Z digest=sha256:fa26103367c9b31be8b78105db48ab33aab8e76b07a1a27d6292dfb928e1b7cc

Observation 51cb9a08-80cd-4d23-9ded-3295a85c981a · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.226598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation a6f75c5a-bfaf-4db8-a4b9-4b47215b331e · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.239836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.214877Z digest=sha256:0f789c1893087205839506dfb63d8aaf187cd4fea59a8edbb40bd3dbef2f2508

Observation 8731a291-465c-405f-b4e5-8383c5e5b2be · outbound

This paper cites DEGREE: A Data-Efficient Generation-Based Event Extraction Model.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing DEGREE: A Data-Efficient Generation-Based Event Extraction Model

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.235282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.235282Z digest=sha256:3b843ace27799cae5bcde168d23270b51ba558c9f1cc455faacba0ad83cd9ba2

Observation c8cae41a-88d4-43db-ae89-8cb80dfcca30 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.214494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.226167Z digest=sha256:0d006c7ae35c66b6cba1497ee53d89012dd1e6499d38e2d8cd1d89255801997e

Observation 9dd4bf91-1dea-410c-ad40-7f5b87d83da4 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.186617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.255369Z digest=sha256:af21ae40be9544909e436fa0e6e6affcf14834defef3fc86dbf83071c8d77b51

Observation 60d07652-b913-463d-a00c-42ffc4c2a97d · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.200874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.245081Z digest=sha256:1b53c726b2d9a19effcaa8cb721e931b3cf739698e07f5c0a872c53bb093e750

Observation 4d77e036-f14f-4a81-9b00-95bec9dc3a8a · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.142320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.279159Z digest=sha256:0e348545db7194c041aafef70faad55b8ce7261ba6cbd1e15897c7b80c08db6f

Observation b2bf51a2-f8c3-408e-99b2-5c3b857c8c4a · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.127757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.284207Z digest=sha256:f7c71d71b71baf01414543fe2f0bae4a272fb4f339af1a7fada483157d021dc2

Observation 1acb0fd6-2b4a-427d-8c8f-fe19a402bbd6 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.159429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.269461Z digest=sha256:d5e4e89d834c22f8604212d8d0dc146eccf240ad6c755c8a7cd43a6b5aed558d

Observation 3d81a292-774c-4fd0-a939-f8b1b338b950 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.107834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.302333Z digest=sha256:63ef95e4aa3854e909ac6863666e364af8ef504a7094d1be43012bb440590baa

Observation 04a53561-ce5e-45c2-8468-74d2f3f0f8c4 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.067689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.321630Z digest=sha256:5202c28e5a216054121937513cfb4b87607d2bcae93d2bfd83c86a61f44576c9

Observation 5deecd63-f0d0-4852-81bb-aa73fa23ad7d · outbound

This paper cites Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.294397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.294397Z digest=sha256:5caccd10aecd692364cb6bc7e3d12d4a9e8e833ec8cc47e0819023ad8df7e2b4

Observation 75f808c1-a04d-4f5c-895d-9cb9fb81b8eb · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.039974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.338111Z digest=sha256:aaa1cced04ecc4d2436f66a2556b8db54f174a8a0e9dc6455e13fbc2704db849

Observation 8f8663b1-b7c0-42e0-b1c5-3efbed11d61b · outbound

This paper cites In Pro- ceedings of the AAAI Conference on Artificial Intelli- gence, volume 37 (11), pages 13051–13058.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing In Pro- ceedings of the AAAI Conference on Artificial Intelli- gence, volume 37 (11), pages 13051–13058

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:26:58.088934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.312628Z digest=sha256:14fa91fa1828d483c939686c1fe9cda27c29117e0881701d4eda31bbfd368d5a

Observation a25a79a7-b476-40ae-926c-181ca9be339f · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.007884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.356903Z digest=sha256:c2fbb1bfed027d4f264adb5f3afd0532965bd6695dab7bcb91f97185693a9e16

Observation c028bb9f-1090-4ed5-a59d-0485994f1f5c · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.053670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.331121Z digest=sha256:506c6011c1b49e090d2c5e8b93b1253848ea8130fd01c61c20490abccc091edf

Observation 59cd8239-34c7-4d83-89e4-20e50537dbd2 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.977469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.368750Z digest=sha256:5ed0a901b41239e05d2c99d7c8cc91a153cce539216ef848add33cbb0f0e890b

Observation 5089dd85-c0ca-4038-ab80-acb460fac112 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:58.026385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.345414Z digest=sha256:3b8cb548172b6363e5593264e20d8b25a4f12b067cd9f70e330f5619da97bf20

Observation 81433dd1-de8a-4091-b0f5-627310be6ed5 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.949577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.379290Z digest=sha256:68c4e2a2f97839ae8b61a2b111bd387cbb60706ff324bad283b335e67c87c523

Observation d4159bec-aed6-4296-abeb-94c7493a6f7d · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.993190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.363838Z digest=sha256:b3ea06e641940e663d29720b5f90779d5f28b543de4e988ac4ccfbe4922100f8

Observation a0caebee-65d4-41f1-b060-95b42f42fcb5 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.890009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.410294Z digest=sha256:e60250ff1d078fb73001da545c9be283ad1cf7dba7ed7dd7808a2701c45fb567

Observation 03fdbf2d-89c4-4b4b-9fca-a1d7cbf94a61 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.963250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.373231Z digest=sha256:8219f38fcd34caa9822be4d869e562c69d1398e0b253710ecb35301e74f4c52c

Observation f1565e6a-24df-4094-a513-bf18b2c80592 · outbound

This paper cites Paik, and Anupam Basu.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Paik, and Anupam Basu

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:26:57.857127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.423922Z digest=sha256:c6f4160e003d52a4c29120c9025e7c0dda59ce4025000af5833df4c66d40d37c

Observation e690b232-8662-4dda-8bd5-19976821b96a · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.932860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.392720Z digest=sha256:350b000680afa780720f9338ff6d6d4641ed4392d3d3bd1a95bf9c0fc0d8d3bd

Observation 3c39e7ec-3a50-46f7-bde3-d484f1a09962 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.815915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.440800Z digest=sha256:07ac31ac9feeeb60d04d56de333d1517e098709125d1f9c0d98ca14fabb7d1d9

Observation 6ea5d36d-160c-4d6c-b6f6-b414ee316a63 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.798276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.448245Z digest=sha256:57842cb2d0a628e04641b792c5b6db787ab336261ba6344af26fcfa8f80b8c1e

Observation 5b9df126-7491-4bfa-ae4b-8c7c23962a70 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.876026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.417475Z digest=sha256:9741676156f022e475d3f78633dfc2ff8844ee5fd0a2852b3c0d9e4feb36b128

Observation 9b78d7ba-a3a2-43e9-b995-988f07e34ddc · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.760312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.463576Z digest=sha256:b6165a9c325cb0b8284e7ebdc1d030150ec6a061a9cc90852d41d04ed56ea5e4

Observation fbdf6fbb-4089-4c7a-8588-10a77669ebdb · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.837399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.434000Z digest=sha256:b01905ff580da02d4da4d348b374856c6108a8cfbc13b1c2874b863eb80059cc

Observation de5f6952-e272-4756-bc28-cf111456d8af · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.718001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.478629Z digest=sha256:5308bb109102140a8e2b1389e408c1d49770aac87a6205d303affe294e9be505

Observation 7b4827d9-6522-4dd7-ae3b-b60253f34221 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.705002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.486552Z digest=sha256:d28b2f930f53a68086f0cc4489f035ddce84df139c86b5ea5b3d15211c7545bd

Observation 96c4957c-4388-4ba1-965b-ec61e07c7975 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.777525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.457067Z digest=sha256:6857abb0e252c127120c5f19246145b73f83498d8f88a5af9546d98ff207784d

Observation 29a0357e-7e08-405c-a46c-16ee8936a391 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.666643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.496885Z digest=sha256:8cb91e493a08ce446ad450efe784cac296979d23ab7486289add410cfe0fa891

Observation ef15b364-50f3-461a-b57c-596ca7512561 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.733834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.472505Z digest=sha256:e83665f6def0a423548788277e454ee3e79d38adf2ead7610503e4f30b8e1d03

Observation 6591289d-3b8e-4fd7-a5d1-03b8b91fdc82 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.622878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.511977Z digest=sha256:0f63baa81357e770dd2d032c2567ced68dbfde7157e5098d7e4fda8c6242edbe

Observation 8fb3632f-fd6d-4eb7-89f7-03380acd8466 · outbound

This paper cites Is Temperature the Creativity Parameter of Large Language Models?.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Is Temperature the Creativity Parameter of Large Language Models?

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.517878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.517878Z digest=sha256:d1ff459113fdff577a9c15bb2f8af333bbb15e16e4849dca0bd5bf7e91a35c68

Observation 0e132603-de95-4959-8ce3-804256e8bbea · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.689133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.491768Z digest=sha256:18d98bf61840555af54831d11f5d5bda0235fe536b72294345844f76c28b2f72

Observation ef660477-64b9-4fbb-afdb-697e7ccb62e6 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.573005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.530838Z digest=sha256:5c9b1333e194f915cd95ae9f1528a63518d71a72a27e60b65c3a3cea379049cc

Observation c02f55d7-2393-45e3-b08e-4686e9286d7e · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.647452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.506863Z digest=sha256:a949c0e30269d5f3818f7a92fbaf3e8d50dd56d6a4a67d1f1a018093f35c1e4c

Observation 175cd0dc-94de-4d5d-a41f-eaf2db5a0553 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.526066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.546152Z digest=sha256:91199f01a69e1f0d56b1b1493f4d8be1cd39cb66a43904ea22c342ef152a6413

Observation af069023-73be-4d2d-a8b2-73a46eab5334 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.500963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.552602Z digest=sha256:5360ee80333eb0d923d11268be3b5a821844567cd6df1c19d6baf320d8bb6304

Observation 2b075d8a-024f-4ff5-97bc-73e610bab60f · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.602637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.524451Z digest=sha256:4d0f4952dc2edbf74e217b6628c55bf132d7cd8aa2d87964e29a32674eaee2b4

Observation 20b84dce-5b7d-49f9-a310-6b9968fe52e7 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.466108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.565194Z digest=sha256:b958063a8376cfb0502cff2a8d9281fbedd6f363992134541721ea6cc2970626

Observation 082f5d49-3d41-40f1-b6d5-3e845d4ba2d7 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.549421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.538812Z digest=sha256:6806cc1083b02ddafb4f95048e8cd3f756e4193705dfd6baac6c0d1e095f3b73

Observation 9efef3c5-0b2b-4e41-bc42-4734e7078f3f · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.444109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.579157Z digest=sha256:1648359d91c376362ca1b481cd5e4f1363bc7451de0aa51fdafbd6844e1c6a19

Observation 7089a344-7560-4f2e-81d3-019dfd6aa502 · outbound

This paper cites Harley, Gavin Adamson, and Asmaa Malik.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Harley, Gavin Adamson, and Asmaa Malik

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:26:57.424926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.585183Z digest=sha256:1485a647ab7cb2307a6557676c942d8b42368b412770922b4df8ad9fbcd3b5b0

Observation 11603f66-1c40-4e19-9fac-2b69e5201225 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.483846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.558235Z digest=sha256:985dbe4aca55a949d9d85c9a8fd585370b20084b2ea67f81688ccb9e2c84a437

Observation 4d38a877-9a16-4c32-815b-545ae64d64a4 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.404411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.613232Z digest=sha256:6435983e9f507e4ff4ae91ff901a03678bc0180c1b09e6b3ba0b872a27729440

Observation ee1f2cf9-c256-41ac-83b2-2b7731420731 · outbound

This paper cites Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.570431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.570431Z digest=sha256:6a85a09190a1a5b80e72c267efbf1f8bd2ce488437ae090441d6f3bf49f61225

Observation d3ed2eee-aced-4492-951c-3916d31870cf · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.636708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.636708Z digest=sha256:5be92daabd56593f9a2be2ce4b87b123a1d3d89f6cb1f19c1a8ccdcdc9332fcc

Observation a6f6fe86-1ce6-4348-a27c-bce9628ac0e5 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.361319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.643718Z digest=sha256:9f8c0ffc7ef85391d9437ec9e012f17eaacf4622d4bb11fa3f550eac8da7cdad

Observation 76304416-f97e-46eb-861b-83fb1998b741 · outbound

This paper cites Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.602325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.602325Z digest=sha256:7d31708d8e59c3ea12a5631bef2b8d2b63748b632f1aef20b92f0cca06af96a0

Observation 3ba7f400-0e1d-4458-a30d-59935460fa2b · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.294050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.667343Z digest=sha256:fa5e8e2f7b0c8ada83dcf0bf4ffe9f52945c8ca1afc2439a2d207dc2aa490eb7

Observation 20957c6a-a96c-49b4-a787-d4c5eccc30e6 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.385803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.624753Z digest=sha256:1640fb88650b917f1e5c2dabc7981145d6d6e28fbd262c44d40ecc47c629b1df

Observation eaa83c26-d65c-48fd-b697-af891067b0e8 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.257235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.683874Z digest=sha256:61ca3ac698c522375133e1a5b51933b97ae07c2291994c8452957109e5c93307

Observation 01bd7cc0-427d-48b7-a83d-00443d408a3a · outbound

This paper cites LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.706636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.706636Z digest=sha256:5f2f789e98d3d18a52336252fa72b666ddf78c01e9d34aeeba1a9444c9b8a3c2

Observation 57180b2b-48ff-4209-a716-a0df966003a5 · outbound

This paper cites In Proceedings of the conference.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing In Proceedings of the conference

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:26:57.344899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.655418Z digest=sha256:cf82986bd5ec7f9995e3e368c7b87cf66c9793fc2f9ecae60ab305ecf2a3690e

Observation 4dcacc3a-4b27-48ed-95bd-863515ab6941 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.315224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.661362Z digest=sha256:3a5510d0e962c8b3e164ef6dc62256247278c5e939dda887041ae268b6dd07da

Observation 5d2381e2-1001-4776-9703-96f0868034e6 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.225263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.735695Z digest=sha256:7c3250dee48a4f8588676efc52cae26b796577d223bd2c41ecdd393098283960

Observation 9be026e8-8bc7-4405-80c3-d78e32ec8016 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.276543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.674310Z digest=sha256:efe857bb3e030669b3e2bab8368df26a905a085741d0f28526d68a8156fbc7ff

Observation 3f68dc57-a036-480d-8b57-3624d5917ece · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.170459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.764842Z digest=sha256:1287e1abadf6aebae8e37978249b9303dbd7c7626ab861e90383df08afbe79b6

Observation cd74f387-8117-4404-9ae4-12d0dad29959 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.151733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.771015Z digest=sha256:de828a5ae9e967f30e77f87e1b8ae946161e545dafe1dcc9859616e47051c48f

Observation 5edda027-ea04-4c25-a503-77529ca44d39 · outbound

This paper cites Zero-shot Temporal Relation Extraction with ChatGPT.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Zero-shot Temporal Relation Extraction with ChatGPT

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.714553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.714553Z digest=sha256:b713897f16700a4788168e9f1afdfd650dd9ef72e2399301c783eed3a4d04c48

Observation 06e7c0e7-a971-4e47-92c5-5c86cd262625 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.241970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.727518Z digest=sha256:482af384cb1e87fe51e37c53c8349965abd549f9191c5b0d358ba6b2ff6a81db

Observation a497f7b4-739f-460b-994a-28775b60fb1e · outbound

This paper cites In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 3426–3429, Taipei Tai- wan.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 3426–3429, Taipei Tai- wan

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:26:57.204719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.742726Z digest=sha256:1283ddaae30a9332750115d92a243a14771c2c7851bec5513dd01922d005f792

Observation 67003191-3bba-41d3-84e4-d9784259f05c · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.187339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.750014Z digest=sha256:d484369bb7ec68fa1ba8e3d935c4881a3e5d582e80e81f9cc7d35408719b5f40

Observation 5dad36b3-2a9a-4f50-83c5-1792f766b8f8 · outbound

This paper cites A Survey of Large Language Models.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing A Survey of Large Language Models

Reference 102

Resolution
unresolved
no resolver link, observed 2026-08-15T20:26:56.779592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:26:56.779592Z digest=sha256:0aed46614068a270e281290c0ecf8f40299a59be037398c27057a937baa72553

Observation 5d86bad5-c1a3-4adf-84d9-15cc128a0da7 · outbound

This paper cites an unresolved cited work.

A Structured Literature Review on Traditional Approaches in Current Natural Language Processing Unresolved cited work

Reference 103

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:26:57.129200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:26:56.787389Z digest=sha256:d229374ce9d276590a36c9ce4b159a8be60ad393f97d05b721b30dc315ac0959

Pith citing papers

No inbound Pith citation observations are available.