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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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:b7b44ef4898b3560bb1dda3d816b04ec41b621405af07475f04b6aa31b49da2e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:dd02d52ad11c0b1f183e3de72cb17441560731558f25ae1b95de3adc17d15595

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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metadata mismatch
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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:b1411647ca43741642d6a0a981bf43b3393bd0fbbd334e51de341e1b6eba5a2b

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=sha256:64f464fca437302ef7b1fc2d9d27d38db8fef0543d1900c6f79eb275396f26c6

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=sha256:259a31bb9c4b54cdd69148f282e2a3831da17a0188a9f2c60312bdfcecb8ecaf

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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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=sha256:3dac9baa73fb542094b74f0e581313c9628c3682aee8143eb4ed57af5afef842

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

Resolution
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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:8f5f9b42f3f3d069c0d38099fee4607eb7ed3f553c57ca8ee49b102bf16d90fd

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=sha256:69b185c5a73fd3af78edb912abbc92505ce78a419c7f8cd35e61014253b6c6c3

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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Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:ef43a85c2cc4f792103c1fcd177e06efac1cdc3e203142ebe22d8b1e4fd05852

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:b6d88801de067921c36df458913c0ed368fb87732965ac65eda96622617bb008

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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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:58062b2ea5d89bfdd19ede327047cf97977de3ec3beece9545d5d69bb88d43e2

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=sha256:094559659fe01c2518c9b6163deaee2c3cdcb02fe52c93313d1adb14cc385ded

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:4c184fc975716d2a15cdb6407685aa06ebef25ef587c8c1e9e244687ade2aab6

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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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=sha256:26d8f1a0834ff47ac935af4173b1d1b9d0b15cf850ff56ae46457ab42aac667e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:ae3e25529883370f24e9973f6e97d1e038500c0ef9e28e68826cb3a8623f01ad

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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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:cbbcee292d11a60ae15c84b188e2de14b965112f895dbe376c3eb1e4afbe5616

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:fc6c0fb2a52f62134eef3a09fd226732fec9eabe534fa8e4e682c764c45cafff

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=sha256:74015dcd318dc2c2ccb3adf91c6ca34981cea631bfacfc8332082dee03b3787b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:3aca19add417f9b47d760e0000de1f6cd5b438b8eca180a897008bb584bc934b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:c919f51ce17867269a251f4d102022c25e336756b9583b0ef833a71aca8e7ad4

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:69e610ec6415740db34a75a72e85533de44ea0c48580865fdc881400595ff131

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:d28c600df03d13c7854b077725dcd8c5a95556b7936bb1b60c3e75fdf2731ff0

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:d1608904bc409cdaea19e9c89197d852d3f25af767d733606381e9e4b97ced81

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

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:206a08e7cdc1a046caa5983e485511903688c6c9c87dbabf238f6be75243e15d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:bb7d8239adb7d9243f8dce12ef8b9a88bd0e8ec35e8b529295475d205a864304

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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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=sha256:29f15dedf2c096e12a11ca7857a84327de37da9a362718de624a6fc85cbbc609

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:dc50ae2ecf8f74f02e99ccc8e291199ce70669a98c4dcc0ccc6d0aef0d1ff5bb

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:cd2b666f1698275b1b9b99bf3996b52a1680c7c1064ebd51a7b6560621eff9bf

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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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:24880c22fe474dc2bf1e3c6728eb4fbd112df73ff56a382ca0239c0983d8c9a0

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:c7b1027e5e07eb0975c40c39ac0f8750e887a10894729479270a762cbdd97048

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:754fe95181c69cb39763eefa511a92b5d737aa35a4b414e53ebce6e8e67338d9

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=sha256:0c1c4049c494faf95528753456c0e1c0cc45f7ea27521c9f9820919b12f40f96

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:01b1806adb8d14affea8117c5a843b1ab28f419975f8083628f3e4c5485b3f31

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:dd7a8f502e5ab3d1fcab55cb8d6ca9ff43faba0702f0d853b423e48d38e19bca

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:cf1131a7fcd63251fcb82a0ec778bc307b07b0fc301a3c419d56253a31f83797

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:d34ae8a34a16f94e69144c57d306a6a57c63dfa7fa205f1eaa6bf1fda05a9725

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:d0a1263bb26eb8455e772b50ad3dce8c41db556032d63e854ed7422187004e13

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=sha256:90972c1cb484408d0bf91daa950874e3b4a1fa23f8dc0dd1b941d596b2f8e0d1

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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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=sha256:5b8a39d747fc4432610b715136648c3320539056354d1f6dbc70d0729203e4c6

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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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:03edbe28aba925c3258e3dc2398c05d3b2b97126b3ec355cae47ee7d821d6c6d

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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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:141aa49d0bc993616afbb56ae3d5dd5a6cfe5919ec428bf3f85cd0d613be2a5d

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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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:31ff8376155cfa3cb4e5da196bad10f5edf4f3cda37800c96b6aaca36c97ff4e

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:f66e638b0e8fb70e130b068d44a2e842ab4f4c4224873934a1dd606bc1a9ba70

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:2f7d51eb47fe629252f60e0e2d8945fc9a47bd31f17348b8980c3fa18dfe209b

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:c65684f20c7f5a6594d2c36c2bb836c263ffcc4c85bfeaa27a4b68ee7ec752b3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:f58eb5e09a870ad46769b6684dc9e030ff8eb1f9ff80b73e095db14412a3816e

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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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:51b2582f7dd54261aceab9e33954e1baf3577f67b0910bce5c5661f1f867d3b7

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:da8dc45fe6a7361a03e5648be0a3063f131e3d2dc0225c469ade1615c4c7e434

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:ddc47d38a06fbf0e5299c3c0840e136fc468eb5d2e1d2b5d68a6947e27ee5a25

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:d8872cb245f114a5473ff40fca98ecea037bbea18fe2d1e1b8dd7ee38b5bd676

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:7c65ddf715d7eba27e8cea2c7163c4bc10d9e565e2e386b1743bc6dddc5aac1c

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:751de6b0ff4b461626c4fbef1c1fe5995b51e9a511535b721f4a8c9624a92e84

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:dc9bf42a2873c466b1f8fb32b656ada9f4b9fe9ce6e16c918d14f0b0b554e106

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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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:47246f391329828c5c5de1bfd57a21a92fa3d85ecb6f07a0e37c3c6744de6261

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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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=sha256:249ecf2cf30408dc8ad0916090b717487d45a3f9d8a7e1f11ef198761956cf7a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:affd8fd2a022663270ec09fb9c4436bd01ec459fe8bebd5968e29a3783133651

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:a3ad387eaeaf8c8af7362892c883d24fc8a219676f6b3fc1ef441444915b34c7

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:0aeb9ca2d59d891bb7dd0f41725e4a223d4cadc94cd3b7b9fae940098ac0374d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:2a0b915a3d122364fb637b5fd019833eab8375cf6b2d7e792b346087e0922856

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=sha256:4a3c8c2516959a5bf77f67f130cc1c6251d893f0afc6b8a2fe725e5ea65bfed0

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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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:f696aad6cf2888673eeb0ed0c873ca6bb86abe7d4e9b1242e6cb873c589e3eb8

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:798a177988a15ce0e998dae696318a293894859fc575d1db836529b89cda1292

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=sha256:920d9b0a8453a707aff6c6c603e9994e398bf0d0afa5a365a8227a5ee39ec6b3

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=sha256:35b386be81b77d75595c8402c831c2a6e16a9f01352a1dc0233dac781f8a143b

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=sha256:585fc1965dbb560faa79bb123e493332fe88a704e112c8b4a9eed608d68627c7

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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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:e86252f1a8d75a8947d7589854a87cced00bb2acf85492b308254345fb806c81

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=sha256:38ae9fdfcf6392ab70b6d3a7be6857b180dea8afb3a0c3cc752116ad6a80b1bb

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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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=sha256:860b33dd3f371c6dec937bd1c3dcc3b477cfa51b0e73728137db6c4e0d518c5b

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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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=sha256:0df2f596c40ac2947da90ac885907e26804df9943513f8e2bcf48b4d7f4d9b09

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

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source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:c83496878859d25cb6859e179bc1abcaf8ee55e31e8c7b01d1e39f90d9a0ffef

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T00:07:22.311907Z digest=sha256:c0194f4994664573909aa43586b2b4e90f645d2fd36287339be5ee7f0a835d24

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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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=sha256:2bba28876590a6f7a2184f2c643f2d29ad8a19e2c61dd0e64660f762ae9d320a

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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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=sha256:50ec1c5b7e2253aba46e32210afe5c5f85d745d77a8c1600346a5f297943e18f

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=sha256:025755a200aaa2c1cc6a466db6aa428f79cd7a9a8635252eeca31a394e8e016d

Pith citing papers

No inbound Pith citation observations are available.