Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning | Paper Citation Record

Observation 369b2bc1-0d80-4a3a-97ad-37580e6c3fbd · outbound

This paper cites Jiang, F.F.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Jiang, F.F

Reference 1

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Observation 3c0caf28-f680-4520-872a-bc7a9b3bf304 · outbound

This paper cites Language Models as Knowledge Bases?.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Language Models as Knowledge Bases?

Reference 2

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Observation 3f3b7abb-4f89-4bdd-9016-6773aeda747d · outbound

This paper cites Vaswani, N.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Vaswani, N

Reference 4

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Observation 37b64c2d-e083-4111-83ea-fba4661a5b93 · outbound

This paper cites Gross, Y.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Gross, Y

Reference 5

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Observation efea2470-27a0-4874-8a5d-715fe1b0bba4 · outbound

This paper cites Lu, Full-text federated search in peer-to-peer networks, 2007.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Lu, Full-text federated search in peer-to-peer networks, 2007

Reference 6

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Observation 2d91ef00-4631-4963-b6b4-2be282477bd8 · outbound

This paper cites Chang, X.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Chang, X

Reference 7

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Observation abb38b1c-7949-4d7b-94ac-cfc58ebfb653 · outbound

This paper cites Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

Reference 8

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Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 9

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Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 10

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Observation b18a4e04-00ee-49d4-ac99-3a4e366ab7a9 · outbound

This paper cites Mesnil, Y.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Mesnil, Y

Reference 11

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Observation f7c19671-fb29-4c3e-836f-93612b89b328 · outbound

This paper cites Yosinski, J.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Yosinski, J

Reference 12

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Observation 0d108b21-501d-4bd9-aab2-54bac5bc3069 · outbound

This paper cites Lozano-Diez, O.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Lozano-Diez, O

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:23.000216Z

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Observation 277a9e2a-8438-4b98-98f7-960f9f8f00ce · outbound

This paper cites an unresolved cited work.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 14

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Observation f1375fff-70cf-4580-9526-bd6c83531a65 · outbound

This paper cites LeCun, K.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning LeCun, K

Reference 15

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Observation 573cd345-cf2e-466b-910f-43a0d6d5cc27 · outbound

This paper cites Britz, Understanding convolutional neural networks for NLP, Denny’s Blog, (2015).

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Britz, Understanding convolutional neural networks for NLP, Denny’s Blog, (2015)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.921786Z

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Observation 6fabdab6-57d1-4bee-b322-4008fc0d6c37 · outbound

This paper cites Escaping the Big Data Paradigm with Compact Transformers.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Escaping the Big Data Paradigm with Compact Transformers

Reference 17

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Observation 1ed22dd2-4185-4685-9fd0-c9d8a683b686 · outbound

This paper cites Unified CNNs and transformers underlying learning mechanism reveals multi-head attention modus vivendi.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unified CNNs and transformers underlying learning mechanism reveals multi-head attention modus vivendi

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:01:21.466027Z

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Observation 3841cc74-b2b7-4b5c-878b-01cd924c4258 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 19

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Observation 15c01bdf-e0a9-440b-a0c5-a8f1d4c37ffb · outbound

This paper cites Low-latency vision transformers via large-scale multi-head attention.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Low-latency vision transformers via large-scale multi-head attention

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:01:21.365202Z

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Observation 03ae86fe-23f8-4480-97f4-cee96930a274 · outbound

This paper cites Jawahar, B.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Jawahar, B

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.893302Z

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Observation 382a984d-f56c-418c-b26b-baa5b667b289 · outbound

This paper cites What Does BERT Look At? An Analysis of BERT's Attention.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning What Does BERT Look At? An Analysis of BERT's Attention

Reference 22

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Observation 912697f5-0a22-46a5-9e87-fe461e15f8ad · outbound

This paper cites Rogers, O.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Rogers, O

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.867005Z

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Observation 62af66e6-b51c-46d9-8a30-8c6fd80b9791 · outbound

This paper cites Devlin, M.-W.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Devlin, M.-W

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.839704Z

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Observation 70b8e495-7f6c-4b91-9cd3-8d9f2c248f82 · outbound

This paper cites Hoshen, R.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Hoshen, R

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.807136Z

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Observation d5b3536b-e0c7-4857-bf2f-06a3f49b6e3c · outbound

This paper cites Havlin, R.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Havlin, R

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.781412Z

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Observation a770c096-19e6-4e4f-ad90-99a89a0b4bc6 · outbound

This paper cites an unresolved cited work.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 27

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Observation f9da1e96-a30d-4112-9b6d-083a0f43ff63 · outbound

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Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 28

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Observation 333fe989-c5d2-4aea-9789-89d3b212612c · outbound

This paper cites How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T11:01:20.475598Z

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Observation be0ba031-8915-4bc2-86bc-b4538dfb9263 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Efficient Estimation of Word Representations in Vector Space

Reference 30

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Observation 6a4816fd-5420-4eb0-979a-362a7f3ccebd · outbound

This paper cites Radovanovic, A.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Radovanovic, A

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.700400Z

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Observation 2276999c-2920-411c-9467-7afc4400f44b · outbound

This paper cites All-but-the-Top: Simple and Effective Postprocessing for Word Representations.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning All-but-the-Top: Simple and Effective Postprocessing for Word Representations

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T11:01:20.498553Z

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Observation d01e408a-5275-4a4a-93ab-a95cc3ba023c · outbound

This paper cites Word Translation Without Parallel Data.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Word Translation Without Parallel Data

Reference 33

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Observation 21183661-eaf4-4357-a91a-44ec5b6c5cdc · outbound

This paper cites Dhillon, D.S.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Dhillon, D.S

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.664750Z

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Observation 79b0c558-c92c-4426-8ea4-2c11bc43c403 · outbound

This paper cites Banerjee, I.S.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Banerjee, I.S

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.629630Z

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Observation a6f9bbaa-9ee5-4a7b-b4b4-766c361ef0e2 · outbound

This paper cites McInnes, J.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning McInnes, J

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.590187Z

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Observation 579bb205-9f6e-46c9-b327-b768610a0455 · outbound

This paper cites Pratap, A.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Pratap, A

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.562796Z

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Observation eb0cd428-4523-4682-9d74-64d5b43c57b2 · outbound

This paper cites Faraki, X.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Faraki, X

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.529302Z

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Observation ab9eb131-308c-477b-a8d1-b81cf64c094f · outbound

This paper cites Tzach, Y.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Tzach, Y

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.504677Z

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Observation 17de94ba-393a-459a-97ea-5a4c1fad46c8 · outbound

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Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:01:22.476441Z

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Observation f1765c35-a044-4908-b3a0-71d8604a444e · outbound

This paper cites The mechanism underlying successful deep learning.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning The mechanism underlying successful deep learning

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:01:21.194994Z

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Observation 80bbdf13-0727-4112-843e-46dcb890fbeb · outbound

This paper cites Very Deep Convolutional Networks for Text Classification.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Very Deep Convolutional Networks for Text Classification

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:01:21.156449Z

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Observation c9e7a37f-fa66-49f7-89c4-8a220ff45b81 · outbound

This paper cites Krizhevsky, G.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Krizhevsky, G

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.448658Z

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Observation e4025a3c-95c4-4b99-b04e-670fc6625b99 · outbound

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Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:01:22.411258Z

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Observation 19729283-6321-49d6-ae50-bdeb80f6d3e8 · outbound

This paper cites Koresh, T.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Koresh, T

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.384467Z

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Observation fd4e3301-02dc-4c27-9d40-77839a5cdca7 · outbound

This paper cites Tevet, R.D.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Tevet, R.D

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.358518Z

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Observation 92d1ca76-cc54-4e41-9258-5ad28b2aa532 · outbound

This paper cites Towards a universal mechanism for successful deep learning.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Towards a universal mechanism for successful deep learning

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:01:21.095075Z

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Observation 193d0cc9-17f3-4aea-9bf0-6645984e830f · outbound

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Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:01:22.331304Z

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Observation d6082b6c-0143-4185-963b-7f4715270e67 · outbound

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Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:01:22.295675Z

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Observation 88972625-d791-42bb-8c9d-812301949b95 · outbound

This paper cites Clark, K.A.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Clark, K.A

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.260894Z

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Observation 3100a1d0-313b-4774-8ed5-e39a1305eed7 · outbound

This paper cites Ghosh, Y.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Ghosh, Y

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.225720Z

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Observation d8eda53d-4216-4a5b-bd20-b072626b2485 · outbound

This paper cites Durbin, D.E.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Durbin, D.E

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.197814Z

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Observation 8fe21178-1646-4e52-8699-85ce366fdb1f · outbound

This paper cites Hodassman, R.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Hodassman, R

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.169676Z

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Observation c52c2b6f-4cb3-4ade-97b0-10743764a2c7 · outbound

This paper cites Vardi, Y.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Vardi, Y

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.134368Z

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Observation 7f54e2f7-6208-4e42-9c1c-9c0756e75334 · outbound

This paper cites Sardi, R.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Sardi, R

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.111796Z

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Observation 31ee5467-8ef9-482b-a2c0-25afc4242c3a · outbound

This paper cites Sardi, R.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Sardi, R

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.084562Z

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Observation 88b366c5-2bc6-4520-8773-64d63095f5a1 · outbound

This paper cites Lehmann, R.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Lehmann, R

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.059447Z

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Observation 897b0e9f-4ec2-42d3-ad53-81c119e8f2a5 · outbound

This paper cites FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:01:21.031563Z

Source-reported events for the cited work

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

Observation 0b75307d-e708-46d6-a36f-b77cd6988d53 · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T11:01:20.721924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56758630-999d-49dc-9607-00868fa711b7 · outbound

This paper cites Schmidhuber, Deep learning in neural networks: An overview, Neural networks, 61 (2015) 85-117.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Schmidhuber, Deep learning in neural networks: An overview, Neural networks, 61 (2015) 85-117

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:01:22.034442Z

Source-reported events for the cited work

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

Observation 243c5f76-3ab2-4309-92f5-6e3fd730eb53 · outbound

This paper cites an unresolved cited work.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:01:21.995577Z

Source-reported events for the cited work

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

Observation d1921562-adaf-4b16-be88-8dcc9c8b2458 · outbound

This paper cites Decoupled Weight Decay Regularization.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Decoupled Weight Decay Regularization

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T11:01:20.747158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e8d4bdd-1d62-48c6-a26b-b800afd71024 · outbound

This paper cites L2 Regularization for Learning Kernels.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning L2 Regularization for Learning Kernels

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T11:01:20.753605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1616d138-a0ff-49aa-8b08-130635d6a4c1 · outbound

This paper cites Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T11:01:20.761518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a970119-8bd2-4196-84cc-644e09281535 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-05T11:01:20.769972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57488ebc-df3e-4b84-b68b-d210824b2946 · outbound

This paper cites Universal Language Model Fine-tuning for Text Classification.

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning Universal Language Model Fine-tuning for Text Classification

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T11:01:20.775942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Outbound references

Pith citing papers