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Paper Citation Record · LEDGER

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

As of 17 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:55.994648Z digest=sha256:52d6a237f993065a04f58faf6b464ffb1809c4bca48e7e8b8a5e21a83eba4a95

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.158258Z digest=sha256:8837f620f6eb47e0ea92d174cea53505ee7aada362d6f89819a6665d77b6fb24

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.150746Z digest=sha256:be61eaa1374d4bba89fb85d124aa3493543c0d5b4478274c78890c5d7b5aca9e

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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.209087Z digest=sha256:fbc3a478d50baf03857ede027e292256c12641c877945ebec2e2a158685b1958

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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.245081Z digest=sha256:7effe9dd1c14154ca1c0a87a57cd9310b19303813f91cbf60e821646047a3269

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.279159Z digest=sha256:a97decdd131ce658819f0c69ea9f096d98234ce97ae45b4aff003b88cb3c5d9c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.284207Z digest=sha256:e79b51741ded4a4c8e5af61a63a7386037792d153a5952695b881871bee40d19

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.269461Z digest=sha256:1ebfbc54d6f14611e90cfafcccecddda1ca68dda3e3b2607258d78e38d10815c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.302333Z digest=sha256:1c311c561b16b2f8dffcba511ddef503f05dc9daa041a632bc584aa24ed9879e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.321630Z digest=sha256:5122721c992b8b80e9dd1008774b347155dadca2c569ea8b2be11ad1353d7258

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.338111Z digest=sha256:6fbb17a6becf78fac0cd8d397402c17b9e7a13804548cd8798a15db4ad91dbcb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.312628Z digest=sha256:5ee1ec8190d05c67d004916f0b31436c575fa8c1d5bd116cdcb080e952a693b8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.356903Z digest=sha256:b8eb40a5d146005710cdb9544f52ee937363b989b8f4d55db8bb736318b801f7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.331121Z digest=sha256:fea5488eed56728d1535323fe861c5e54320210b7e02e9276e143afb30759953

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.368750Z digest=sha256:956d45fdcadf58d66dd6e2380771cea12a5f7d55b1e3f1d248c836f07b4b717a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.345414Z digest=sha256:f0262b3ddd40be2b72bc4a3f803df119a77006a314166b2e98cff70d3cac4495

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.379290Z digest=sha256:5ccaf22a3846393a744257cba981c43c331887cd448f7eeed98a831e354d3c1c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.363838Z digest=sha256:53fcbcfa5ef9e570ca650ad1e5484c000f5eaa4f4d3273f2cf8f42e5371b06a7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.410294Z digest=sha256:89a15991ac031f243f39d1b6969c803ae9c255b5819ca38cdb0c218542b13426

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.373231Z digest=sha256:25d048693b14babb2f031af48c9c7b8acbcec3968df20cf45f9cac8e1ce491f9

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.423922Z digest=sha256:2105a8cd437116d6091736f346f3e93cf96a7036fc87130035a6f044798354d3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.392720Z digest=sha256:32c6572ca99bdff0aec8bec1b483dc5aa56b58fac86458452bbb106145f3f911

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.440800Z digest=sha256:0bb125b625ea9dda2540b3e4f79385a8a51b1deaa919609dca86a24279a92f6b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.448245Z digest=sha256:3c1e7fc090d4c81fe018a9bcf7b56e0947c5aace9c43334b34d9b0b78495a6f4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.417475Z digest=sha256:3cba4f649fec9ab03115e1a95320083707f603a364b2f77383db7f0b58cb838b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.463576Z digest=sha256:724541e51c8847a8c6ac795708e3bf012b12fba306d399a320c66a6f00054e74

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.434000Z digest=sha256:25075cfb4ddbbe2465d8f03515842d2f191e3ab2097ef294ebb330f3e46a9798

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.478629Z digest=sha256:94c7a31ec2e138f3943f5e048dd82a6680f01de837d67b6c1c277a23407754aa

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.486552Z digest=sha256:19f6d752057fd408701e101c5c813ca3eb9f82f80fc05e6674b917ba3222bec6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.457067Z digest=sha256:41ed07b0842b38179e3385659bc252c6d605242facbc3112447962b4cd32571e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.496885Z digest=sha256:7c195a1106bf522685d2ed2ea32b7799d50e4901531352e3f1296462b3da2ca0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.472505Z digest=sha256:94ba2ef7bf20853f98508bfac36f518af4e64b091418dc7d0d91ba799820593a

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.511977Z digest=sha256:e4c407cc0f56249c9c79bac8c485b143aa27ddbbb74bc96d43cc8d5aa89f97ad

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.491768Z digest=sha256:d4cd3712fb01f191424fac5a7811b7321a4d7f84c85ffb33f46fdbe2af12d918

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.530838Z digest=sha256:5a582f90ff93a7a0946ccd7258b60b90a17f8e20d745be17e74941d1b6c52631

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.506863Z digest=sha256:89cc98badb9190232567a4a4b5db7753fe79441d6708d18bbf2b92505cd1083c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.546152Z digest=sha256:acee19ad56fc56eecc4e35724a8252c3b5f56b1de7792c808e52c61b018d2ef6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.552602Z digest=sha256:92b6c6c20d4877d00505b0c12d0d609ed210deb301b60b1d4f050d822b876d1b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.524451Z digest=sha256:320f5f43a7baf078f8c251c2a3376bed9d5f339a9b6acf538aecc2da364a5450

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.565194Z digest=sha256:fc168789833296714c149902625c912b110aaa1cb0ec99252c19d90d5016eda4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.538812Z digest=sha256:a843fd4a488611da9b84e24633c5ad6e6c3c1de62ac94c835028bad27f9574e9

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.579157Z digest=sha256:ab3bbc933f258329af1e1b7889cf98cd53056e656751fbf35219289e94b006c3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.585183Z digest=sha256:dfb31e8637c45b95db9962b6bf1187a5019ac39307480cd73ed977c1a02a4d26

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.558235Z digest=sha256:68ec4aa2e8a386b75c43d38fe3b94fbddac4182ad224b1794799d739bcdf7604

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.613232Z digest=sha256:01d74d05729426b2f4090d531e70716b1cf270495a1127c84d9bae5524b41018

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.643718Z digest=sha256:a100e915c4256397f1d4e7305714a712d62e8baeae359dd0288dc20e4e505d3b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.667343Z digest=sha256:6c05c978da170c81f0dabf5e27fe93e1fe87cd5891cb758d1ad2c4662fe545af

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.624753Z digest=sha256:3b1676d89cef406d4c71d0782384025eb0a3a12554ba4b703c88788e9d07fca7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.683874Z digest=sha256:752fddc1343fc923de6189e60162e6c90fd477e0f3206cbe38b726e846f3734b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.655418Z digest=sha256:f7c5237d43441844bf245b7b6a4a60d7366d4d64804b08f7d3c2e7f959272b76

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.661362Z digest=sha256:508a4ac51a6dae91e3edd31eeb75b9cc812e85883c0f1e580668ddbbf96d9fa7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.735695Z digest=sha256:a4a91f62be0ccacde396060c81fc0f47fea47602ac09568b75e0e269ff22c8b9

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.674310Z digest=sha256:add8232576abf6c6dd795aa58bb2d61409ea0fa0b101a0043d545cc96f995f67

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.764842Z digest=sha256:163619092e1c56d52e5bc8707956e130220dc196397389522b64bf36b80b13ea

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.771015Z digest=sha256:764d462e1a9d3577fcdba887ce08f5372030f236e514d9ace921e87fc1f1d62f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.727518Z digest=sha256:b778b68a939ed4bdde25f7b85142c3431e33c8f5f8aa31a6ce1990c14aa9d178

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.742726Z digest=sha256:5b3a558429ab04d4954855a103330a3f8adb40f8354dd9d6c8972bb19e857631

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.750014Z digest=sha256:9c7ba2c8a0e4375d683e1ead4c9c74ec3720206084876fc0aeb6a31411949bf4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T20:26:56.787389Z digest=sha256:06c75c412064a9e4cbfa9c190490d96abf5006c4db22b98c60b3ba4f24e7da8a

Pith citing papers

No inbound Pith citation observations are available.