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Paper Citation Record · LEDGER

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment

As of 22 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2606.24331.

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

pith.paper-citation-record.v1
2606.24331 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T00:07:22.311907Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

74 of 74 outbound references displayed

  • verified exact7
  • verified fuzzy0
  • unresolved50
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch16

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e5223575-b7d5-47c9-ae9c-ae0796cf367d · outbound

This paper cites and Kaiser, Lukasz and Polosukhin, Illia , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Kaiser, Lukasz and Polosukhin, Illia , title =

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:cbd130752ca66f62f4c76fbedf5e5288f5a98178f4428b8eb006d4dc0c7a21cd

Observation d27482a7-60f3-47b7-98b1-c77d57e86767 · outbound

This paper cites A Survey of Large Language Models.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment A Survey of Large Language Models

Reference 2

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.675669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:2bd1ef765f0c2f573046e703d8e017587aa987b5116d209aac1c85c2eb8b454b

Observation 83ea970f-b245-47d1-8050-8d1e2444b477 · outbound

This paper cites Large Language Models: A Survey.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Large Language Models: A Survey

Reference 3

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local_arxiv, observed 2026-07-04T16:59:57.672814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:39f9ce737daf60a59935470ee52f599c972e6ad25b74a8ce3c3da0e910d4ce4f

Observation a7d38157-9e32-4536-89a0-6c30ecc258d6 · outbound

This paper cites and Mishkin, Pamela and Zhang, Chong and Agarwal, Sandhini and Slama, Katarina and Ray, Alex and others , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Mishkin, Pamela and Zhang, Chong and Agarwal, Sandhini and Slama, Katarina and Ray, Alex and others , title =

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:20597130ed62c6b337d5a2be809be7511bdcdf12470cb54c6a642debc2bfa041

Observation c1dbf51a-4101-47f6-8553-782808190e7f · outbound

This paper cites and Finn, Chelsea , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Finn, Chelsea , title =

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:b2419355b64c714e5536e66a452f3419d4125de508e213053fb360b21091472a

Observation f04db080-c656-4180-a7af-d4263ec506e1 · outbound

This paper cites Journal of Machine Learning Research , volume =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Journal of Machine Learning Research , volume =

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:50b9f5c030eab7b82391e6c32ba0e9fa57a3f02e52f534fc3a211788318bbc85

Observation 0054cdfb-e627-498a-952f-efda0ea9268e · outbound

This paper cites Mixtral of Experts.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Mixtral of Experts

Reference 7

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verified exact
local_arxiv, observed 2026-07-04T16:59:57.640775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:7c71ec8e7eb210827312388d4d26bbbfe0683269554a40e8af4da0613330c089

Observation 882316d1-8893-46c0-b2ca-f0a888fe54c6 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks , journal =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks , journal =

Reference 8

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Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:02e13469c9b59362fedf3447aa79144d24ebbe9c48960982f7c2ab05f9a0beb4

Observation 7f330c5d-ee49-4bcc-a485-963eaed3ca59 · outbound

This paper cites Long Short-Term Memory , journal =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Long Short-Term Memory , journal =

Reference 9

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no resolver link, observed 2026-06-26T00:07:22.311907Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:3682f7226ddec991a7e3fe76975738bde5dfe3a4c805a43015cb2e5d47db1b3a

Observation 8c0aef70-f0ed-4620-bff1-4c69d7e87801 · outbound

This paper cites Proceedings of NAACL-HLT , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Proceedings of NAACL-HLT , year =

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:11808a0731f0f9e4fa1dc1fa5b3392cb525cd9c3464541ba27d86161f3dedfcf

Observation 97e0ac55-1e03-4544-998e-d4ae48baa650 · outbound

This paper cites an unresolved cited work.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Unresolved cited work

Reference 11

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:edca11893d929a8cdea08a81fffc8f3cbe6e95ab3a925ef9ccc583d1a90f8897

Observation 13b4ab02-1af7-40db-8c4c-d2887afbce42 · outbound

This paper cites an unresolved cited work.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Unresolved cited work

Reference 12

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no resolver link, observed 2026-06-26T00:07:22.311907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:5200c4491bb2b3d4e5e93cb8bd068edc3957ce724ec661984f065b93138f5212

Observation fadd7b0b-507f-456f-b86a-4738aedff414 · outbound

This paper cites an unresolved cited work.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Unresolved cited work

Reference 13

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no resolver link, observed 2026-06-26T00:07:22.311907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:8e1d8834b0fef8cb8564d647196f9ada9bbe40304181b704be5ea09c951c6292

Observation 43d88b7b-5628-4767-9bf0-54828e43d309 · outbound

This paper cites , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment , title =

Reference 14

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no resolver link, observed 2026-06-26T00:07:22.311907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:aab271fcfb251300df8a62bccaafc4ce48899141c5e8845581ac6d14f26139a5

Observation 0a31885f-01e6-47d6-8b34-63f2fed87849 · outbound

This paper cites Scaling Laws for Neural Language Models.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Scaling Laws for Neural Language Models

Reference 15

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.704310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:7d8fe33751c19b7e3636d790799610c4546953313f39d92002945207c5a0395a

Observation ecefa496-6755-44cb-86f8-c7eb9f2b5875 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Advances in Neural Information Processing Systems , year =

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:68f61ea931e732dbba931d238e7f0e909996c794924a958b8f8f8f2ece8592d2

Observation 905833f3-10b2-4481-9117-e1c4221111b0 · outbound

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

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 17

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.674447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:eb3610b7d70a7746932a899233e58fd90528d7fe0cba16e61db0068b4ea8559b

Observation eeb8d51a-7475-4018-a32b-149f2213c1c4 · outbound

This paper cites International Conference on Learning Representations , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment International Conference on Learning Representations , year =

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:bc6b43f508dd0255c7082dbaaf08fa8a6635253fa46235f0bfa9630f1b90dcc2

Observation cdb7f55b-29a8-4b4e-ada8-ed9ccc98cd7a · outbound

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

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 19

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.657011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:0aa705cb968c4bf7ed500bbed482dad36d39c53766e8d6fa29e73d367aa9a596

Observation 329fb081-f453-4d38-ad44-b9cd844da82b · outbound

This paper cites The Llama 3 Herd of Models.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment The Llama 3 Herd of Models

Reference 20

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.672064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:cefc46e7823b6cba1d127b4afa21b9dd3e5029722b7793a0340fc11bf3b8ed1f

Observation d1f25caa-8859-4670-ac11-cac9cde3f74d · outbound

This paper cites Mistral 7B.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Mistral 7B

Reference 21

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verified exact
local_arxiv, observed 2026-07-04T16:59:57.709886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:c6811301af373a9acc7cccc3f3ea1e7eb5e56b1f6a01d088ae4c2e740b390195

Observation 856d6cc2-834c-4779-8a8b-8df1fbd60bff · outbound

This paper cites DeepSeek-V3 Technical Report.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment DeepSeek-V3 Technical Report

Reference 22

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.707160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:dfc2c1242b19efcd69483df200572196756ec176448576c7384f5a5dfcf143b2

Observation b7afb697-f413-431c-8ca1-386559389e0d · outbound

This paper cites Proceedings of ACL , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Proceedings of ACL , year =

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:6fec69786bedbd8ea47eca07d446476af4a3bbabf5f94109268006d8c07c515e

Observation 72df591a-be75-4c9c-a240-7943f5fd31db · outbound

This paper cites and Salakhutdinov, Ruslan , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Salakhutdinov, Ruslan , title =

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:d5d89becf30ab298128e1b4674b5611cef0d447268245d7a61ccff5b15d74e38

Observation 6ee469d1-28eb-425d-9abe-4130437e2255 · outbound

This paper cites Longformer: The Long-Document Transformer.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Longformer: The Long-Document Transformer

Reference 25

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.688928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:63c703005e63cc65863a8ac063ca3024648b853881b1a9412ce1e33f76f0b817

Observation 56c9c1bf-1412-42de-873d-830b44e0a137 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Advances in Neural Information Processing Systems , year =

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:e2a3be9472fb481e95c942f6a2ba61f30d1764934b925d0e8148f610bd8040aa

Observation 1bb140bb-0d24-478e-88de-ccf24f67c8bb · outbound

This paper cites Rethinking Attention with Performers.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Rethinking Attention with Performers

Reference 27

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.676739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:62ce80e3c05dc0e082cb75f89d2f4defa8de7c267f874484e75667c81c72f373

Observation 82b59a12-7f0c-4ef0-b214-49e2933d103d · outbound

This paper cites LongNet: Scaling Transformers to 1,000,000,000 Tokens.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment LongNet: Scaling Transformers to 1,000,000,000 Tokens

Reference 28

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verified exact
arxiv_id, observed 2026-07-04T16:59:57.645025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:87193f006c3f939516fb8021a0057cc0bcafa83a38142c471ae77ef644f54cd5

Observation 904b0ed0-732d-4d76-8fb6-ee86387f2bcd · outbound

This paper cites and Ermon, Stefano and Rudra, Atri and R.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Ermon, Stefano and Rudra, Atri and R

Reference 29

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Unavailable: canonical work link unavailable.

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Observation 7ceac110-8db8-4c36-a38b-825a2ae2347e · outbound

This paper cites , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment , title =

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:3e21cf4365e80acffe228e59b6368946f45e4974ac57f911e70e2590f7a1f317

Observation 8d5aef18-d1a2-495d-abf9-558ff11b364a · outbound

This paper cites and Manning, Christopher D.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Manning, Christopher D

Reference 31

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Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:f80dfa63cc8864d373d1786a2795f5009d5c711d5da7167df0847a9ef9cc0e85

Observation 41bf76f4-4b18-4ddf-9fbf-351082b3dd93 · outbound

This paper cites and Hinton, Geoffrey and Dean, Jeff , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Hinton, Geoffrey and Dean, Jeff , title =

Reference 32

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no resolver link, observed 2026-06-26T00:07:22.311907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:fae78d4348c11e69d66ff7f9a58ed2592f96d8ad9e5820656d18ff0330b2adaa

Observation 3099e3ca-42a7-4b86-bf3f-f428eeff9e2b · outbound

This paper cites Proximal Policy Optimization Algorithms.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Proximal Policy Optimization Algorithms

Reference 33

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.669321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:8ef34af803060c92a1fb50c749714f818b79c60705c96dee222b6082022cd111

Observation d0ff17bd-f9a4-4d4e-bfe4-dac329fc35a6 · outbound

This paper cites International Conference on Machine Learning , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment International Conference on Machine Learning , year =

Reference 34

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Observation 63de177c-8f98-49b4-8304-760d4453c84f · outbound

This paper cites KTO: Model Alignment as Prospect Theoretic Optimization.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment KTO: Model Alignment as Prospect Theoretic Optimization

Reference 35

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.682001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:6c4f725868802c2de8429fbeafffd909188884d30fd207f8e5ef703e953d405a

Observation bfbdf9a2-2833-499b-b1a5-8a1a9cc80c74 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Constitutional AI: Harmlessness from AI Feedback

Reference 36

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.689864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:ed9045697c2503b9374c0a854698ab0436da5301bee53a5c19ae08e6d313f5ac

Observation fead39fd-d5e1-4c25-aabf-3e52a60be06e · outbound

This paper cites an unresolved cited work.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Unresolved cited work

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:ec68a99f535e0547d9f593938ea570c56dc4fc574fc1299c69d90a496bbb643c

Observation 651c1559-4103-4b2e-a6b7-e90e428c038c · outbound

This paper cites , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment , title =

Reference 38

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:1fc5ca05dd67113af3d6aa7a72b811ceb734f6f4a1d78226e93e95dd5b6cf480

Observation fb776d11-2e81-4d22-8a13-309550b83284 · outbound

This paper cites and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , title =

Reference 39

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:3beffd3155f3dc49aeeaef0da640347beb556dcebee5c34cd18dfd60d4b631d6

Observation 9ba959c7-26d7-4c72-b49c-66cfd2476a61 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Advances in Neural Information Processing Systems , year =

Reference 40

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:4104a25a71349319b351f9b863058aba33a0a39e258969b443980c924b58ebf0

Observation 365e885c-755a-451d-91ad-b6d9ceb10744 · outbound

This paper cites npj Digital Medicine , volume =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment npj Digital Medicine , volume =

Reference 41

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:14c608b7723d552601798484cff6f9f0c2184790cbd2643e791d3ecfce02e6f6

Observation 4035319b-330d-4f34-aaac-ba6d50855f12 · outbound

This paper cites Bioinformatics , volume =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Bioinformatics , volume =

Reference 42

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:afbc05a05705c82fb7a6cf69799ad50c8dbb628e1f1340cc4b9ebc93e8b003f8

Observation da19cbff-6dda-4c67-86ad-89745858bbd5 · outbound

This paper cites Proceedings of the Clinical Natural Language Processing Workshop , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Proceedings of the Clinical Natural Language Processing Workshop , year =

Reference 43

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:d0adf101954acc829efe148cd8b4f84d3895eda002078fab90262171142870b4

Observation ff91293f-f1c7-4678-837e-6d987e4e3dd8 · outbound

This paper cites RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting

Reference 44

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verified exact
arxiv_id, observed 2026-07-04T16:59:57.685949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:4afbf5c417de0200d0a4207798141dff23034266135a52a03492214d732f2518

Observation 4737157a-d418-4e64-830a-19b803724a74 · outbound

This paper cites and Kim, Jennifer L.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Kim, Jennifer L

Reference 45

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:3452be4f8271bb20ef9bf5feae084d8f8791773d2d926a2fd5180fa5488fcd71

Observation ec70e0e2-1ae0-49cc-857e-577c8a2c8785 · outbound

This paper cites FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 46

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.691940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:d0fd559381948d2de34288c1ffb212a1e502961312916642c8ead47aa79b8615

Observation 87904486-6273-4627-a379-b692df390f17 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Proceedings of the AAAI Conference on Artificial Intelligence , year =

Reference 47

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:3b0e0cb614fe5c7f042dcf0b97c51c1243469e43cb5ec87cb139ec6109f5c8b5

Observation 33821a94-d4ad-4a23-90aa-e8eaec9a87e8 · outbound

This paper cites Findings of EMNLP , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Findings of EMNLP , year =

Reference 48

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:5906ecafa60460282cd28da01ad7ade59a7589f019211a69b16f36a3a72fbf6c

Observation 0114bd42-fbd0-4383-bdfe-cfdaa6da783d · outbound

This paper cites Large Scale Legal Text Classification Using Transformer Models.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Large Scale Legal Text Classification Using Transformer Models

Reference 49

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verified exact
arxiv_id, observed 2026-07-04T16:59:57.697955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:f114354209ad1839547ac5ea33d110860ef65bdd030dcf691a852d761e2dcd50

Observation 9cf0ec44-46b8-411e-9f88-ec699dd9f6ef · outbound

This paper cites , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment , title =

Reference 50

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:7d53e0cfb1e9f9136f6e69931e8b331a425a1160d65cd04825ce337749772aa3

Observation 2fbb7dd6-5873-4dba-b792-d717a4464f2d · outbound

This paper cites Automated essay scoring using efficient transformer-based language models.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Automated essay scoring using efficient transformer-based language models

Reference 51

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verified exact
arxiv_id, observed 2026-07-04T16:59:57.701602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:3999088f9aeaa3aa008d7c7fa23ebcefe3764d64571f6723fb1beada41b79a06

Observation a572bf23-da0c-4c1f-aac1-c828333b9338 · outbound

This paper cites Few-shot Question Generation for Personalized Feedback in Intelligent Tutoring Systems.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Few-shot Question Generation for Personalized Feedback in Intelligent Tutoring Systems

Reference 52

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verified exact
arxiv_id, observed 2026-07-04T16:59:57.678785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:c7cf395bd2f3fa9760fc64e37759c15a3eba83f76046a48fabd41087130a5233

Observation 0fc0711b-5619-48ec-ad32-0cbe4dae9acf · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Advances in Neural Information Processing Systems , year =

Reference 53

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:068541d4a5643d0a41d5bc305a6044ba059ed650785dd27e696cac2797bf7849

Observation afb64106-75a4-4ba8-a19a-41f43cb5b73a · outbound

This paper cites SSRN Electronic Journal , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment SSRN Electronic Journal , year =

Reference 54

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:c614db460c733ca5d127b0c6d23028803320331926e166cc5ca1560afcde42f4

Observation 532649dc-3147-4a04-94cc-b9d4c23da857 · outbound

This paper cites Journal of Artificial Intelligence Research , volume=.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Journal of Artificial Intelligence Research , volume=

Reference 55

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:a92c7ee4ed87beb469b53934b6214c07170610eb0afcf30f1a98c56f8025411c

Observation 15a871b8-6af5-40f8-b3cd-a3d049b45ddd · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Evaluating Large Language Models Trained on Code

Reference 56

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.694465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:cb3b635773b1b0c29d5a884f7ef2eb21e8caccb5c8679c3285512170fc559ed0

Observation 505daf58-c874-4bee-98fd-319235de1921 · outbound

This paper cites Proceedings of the ACM Workshop on Artificial Intelligence and Security , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Proceedings of the ACM Workshop on Artificial Intelligence and Security , year =

Reference 57

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:0e405189914dac904ab0d72e0c3d6193d74916e58f0ace9a4920497a3e02f034

Observation 9f960271-044f-4d70-80c5-9cd123089dee · outbound

This paper cites Energy and Policy Considerations for Deep Learning in NLP.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Energy and Policy Considerations for Deep Learning in NLP

Reference 58

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.682434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:f40f0be7da87cb7ccb0b7163f0c8d1c365c763d2225bf30f1f8d5fd93178f909

Observation 331e0898-2079-4c00-ae38-580212b825cb · outbound

This paper cites Carbon Emissions and Large Neural Network Training.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Carbon Emissions and Large Neural Network Training

Reference 59

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metadata mismatch
local_arxiv, observed 2026-07-04T16:59:57.684611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:b8dccd56c5185e1d670875db9693670385484425ddfc16c621fbda71cc8c1060

Observation 9c2bac24-366d-4cf4-b425-d1f1f4796566 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Advances in Neural Information Processing Systems , year =

Reference 60

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:9b524aa62dbe4c9565b37d2ead9a68cf4df894acfa990810205b0a6e3daaf0cd

Observation 019a7cd9-a100-4831-9fe7-73abaa4edbc5 · outbound

This paper cites International Conference on Machine Learning , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment International Conference on Machine Learning , year =

Reference 61

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unresolved
no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:a5d06b89192ae0a0642094347399f409c8a392f181dff833994e1e343394df4e

Observation 9733f825-1ddc-4fb4-ad6e-110daedae014 · outbound

This paper cites an unresolved cited work.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Unresolved cited work

Reference 62

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parse uncertain
no resolver link, observed 2026-06-26T00:07:22.311907Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:03fc4feed809a54254adea4dbf4b66a85396bc5206048c6c8b18d0dd46435272

Observation f0d804b3-d9f2-495d-b642-825a359f2fc0 · outbound

This paper cites ACM Computing Surveys , volume =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment ACM Computing Surveys , volume =

Reference 63

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:68857ecf269db817f7f92be3875e6c8d7d1f97a497be33084a6fb636a255daef

Observation 55a4f349-4595-48d3-a2a1-35aa3c519669 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Advances in Neural Information Processing Systems , year =

Reference 64

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:65df4896c434f4939954057e61d6756e06c202bfdfd523eace436fb716c277db

Observation 65e96291-e5a8-4780-a123-131a16fa26fc · outbound

This paper cites and Cheng, Newton and Durmus, Esin and Hatfield-Dodds, Zac and Johnston, Scott R.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Cheng, Newton and Durmus, Esin and Hatfield-Dodds, Zac and Johnston, Scott R

Reference 65

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:fcb07c28ce30cee61db5ffe3f49efb4a40b356b24cb0170d2512195cc786406f

Observation a8d32d47-dd7b-4fb3-85b7-ce55fc1ea715 · outbound

This paper cites an unresolved cited work.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Unresolved cited work

Reference 66

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:e7b57b43e93fa55b2d77df1a03dbabe5c120e44395d65cabeb77afb0396a0b68

Observation 5839fccb-624f-4be9-9cfd-47d3bbdcb2e8 · outbound

This paper cites and Gebru, Timnit and McMillan-Major, Angelina and Shmitchell, Shmargaret , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Gebru, Timnit and McMillan-Major, Angelina and Shmitchell, Shmargaret , title =

Reference 67

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:80b8a8159b7f6edc6e45fdaab52d6b785ce4c4566fb363622c8aa3a235d4058c

Observation eb4445f5-87db-4226-bb93-10f9cd9bf677 · outbound

This paper cites Language (Technology) is Power: A Critical Survey of ``Bias'' in.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Language (Technology) is Power: A Critical Survey of ``Bias'' in

Reference 68

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:03a2d92ee6a41c2a27f1c941584bc4664fcdacf13cef10451ef241d340320856

Observation 37f76bbe-fce2-4138-9d27-a4a22fba144b · outbound

This paper cites , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment , title =

Reference 69

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no resolver link, observed 2026-06-26T00:07:22.311907Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:9c5d50ef0e99ed19b7ba275eba3361bc45fd375d43348eedccfbc8a8e0cc94ad

Observation 39736677-1ec3-4089-b275-19f5cd4fe72e · outbound

This paper cites and Lin, Kevin and Hewitt, John and Paranjape, Ashwin and Bevilacqua, Michele and Petroni, Fabio and Liang, Percy , title =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Lin, Kevin and Hewitt, John and Paranjape, Ashwin and Bevilacqua, Michele and Petroni, Fabio and Liang, Percy , title =

Reference 70

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no resolver link, observed 2026-06-26T00:07:22.311907Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:960557204d2b1739852e07da72393a388173eba51e57e87089f3b5c22cb36328

Observation 507b16b5-5a4b-4d10-a2ca-3b033d41be41 · outbound

This paper cites Transactions on Machine Learning Research , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Transactions on Machine Learning Research , year =

Reference 71

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unresolved
no resolver link, observed 2026-06-26T00:07:22.311907Z

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:e3755626821b54f7e39234d34fb78eae2ba1e02410f54b08a0ee458915a0d7ca

Observation 7c579cdf-cd89-4ad5-8cb6-0e24ff5216e6 · outbound

This paper cites and Santoro, Adam and Gupta, Aditya and Garriga-Alonso, Adri.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment and Santoro, Adam and Gupta, Aditya and Garriga-Alonso, Adri

Reference 72

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unresolved
no resolver link, observed 2026-06-26T00:07:22.311907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:57add5cd050ba687aa14178dc1e5dda50e371eaa8a513c51823c71f065d56669

Observation a3f3db82-844c-4359-9adb-e69acbbec031 · outbound

This paper cites an unresolved cited work.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Unresolved cited work

Reference 73

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unresolved
no resolver link, observed 2026-06-26T00:07:22.311907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:4aae1c03570f92a95504fa85a2d3ead22d1a0917bdd88992f26956f0a24ec1a5

Observation eb1f39ae-f27e-41e0-9372-df967742ca38 · outbound

This paper cites Transformer Circuits Thread , year =.

Transformer-Based Language Models Across Domain Verticals: Architectures, Applications and Critical Assessment Transformer Circuits Thread , year =

Reference 74

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:88add401c0405487b21ffaeecf79438c8766f43e2a33ddbe8e176782d3356f60

Pith citing papers

No inbound Pith citation observations are available.