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Paper Citation Record · LEDGER

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing

As of 13 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2501.06278.

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

pith.paper-citation-record.v1
2501.06278 v3

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:10:09.543693Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T01:02:07.088724Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T01:02:54.748399Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact11
  • verified fuzzy11
  • unresolved32
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b68e2c3f-24e2-4147-9e2d-6e5526f4aaaa · outbound

This paper cites NeuroImage 251, 119005 (May 2022).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing NeuroImage 251, 119005 (May 2022)

Reference 1

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T21:10:10.761084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b2d93ca3-1c7b-4477-b09b-0f763f812731 · outbound

This paper cites In: Proceed- ings of the 38th International ACM SIGIR Conference on Research and De- velopment in Information Retrieval.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceed- ings of the 38th International ACM SIGIR Conference on Research and De- velopment in Information Retrieval

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:09.251258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7bfdc58d-ef31-4149-96c2-313c79e299e9 · outbound

This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 3

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 060e7f96-f4f1-40c4-adbe-c6aa65da5921 · outbound

This paper cites The Journal of Neuroscience: The Official Journal of the Society for Neuroscience 37(41), 9999–10011 (Oct 2017).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing The Journal of Neuroscience: The Official Journal of the Society for Neuroscience 37(41), 9999–10011 (Oct 2017)

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:09.262975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ef347836-8f70-4b00-9e8e-87d8f8905a74 · outbound

This paper cites Brain and Language 120(2), 163–173 (Feb 2012).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Brain and Language 120(2), 163–173 (Feb 2012)

Reference 5

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 4db1435a-ba73-4d96-a33c-584ee9ec4147 · outbound

This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 6

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation f7aeff82-6144-4bae-860d-1cde66bd34d3 · outbound

This paper cites John, R., Constant, N., Guajardo-Cespedes, M., Yuan, S., Tar, C., Strope, B., Kurzweil, R.: Universal sentence encoder for English.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing John, R., Constant, N., Guajardo-Cespedes, M., Yuan, S., Tar, C., Strope, B., Kurzweil, R.: Universal sentence encoder for English

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b7304d94-f6ef-4af9-9ec9-efe2e263a22d · outbound

This paper cites In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguis- tics: Human Language Technologies, Volume 1 (Long Papers).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguis- tics: Human Language Technologies, Volume 1 (Long Papers)

Reference 8

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 80a87bdc-e95a-42f7-9ee6-69ccdfdfc83a · outbound

This paper cites In: Proceedings of the 4th International Plagiarism Conference (IPC-2010) (2010).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 4th International Plagiarism Conference (IPC-2010) (2010)

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 58d1fe52-0ece-4c9e-ba26-9b31ae441649 · outbound

This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 10

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 2dcff307-6c79-4061-8cd1-56611903afeb · outbound

This paper cites In: Proceedings of the 56th Annual Meeting of the Associ- ation for Computational Linguistics (Volume 1: Long Papers).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 56th Annual Meeting of the Associ- ation for Computational Linguistics (Volume 1: Long Papers)

Reference 11

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2a2c4760-3f74-4751-9779-7251a4186f94 · outbound

This paper cites Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

Reference 12

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fdeb4a5c-8d41-40c9-bd07-987aec32485e · outbound

This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 13

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e257293a-ebd9-493a-81ab-db7098aee311 · outbound

This paper cites In: Proceedings of the Probability and Meaning Conference (PaM 2020).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the Probability and Meaning Conference (PaM 2020)

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation c48fe8ee-32d7-450b-a7f2-b3c758d1e9ee · outbound

This paper cites Procedia Computer Science 113, 273–279 (Jan 2017).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Procedia Computer Science 113, 273–279 (Jan 2017)

Reference 15

Resolution
verified exact
doi, observed 2026-08-10T21:10:09.812089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation beb50687-ffd0-4b91-bd31-0d55c6671c07 · outbound

This paper cites Brain and Language140, 1–11 (Jan 2015).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Brain and Language140, 1–11 (Jan 2015)

Reference 16

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ce9ac25b-9634-41ec-b5c8-2aa585a27b78 · outbound

This paper cites Physiological Reviews 91(4), 1357–1392 (Oct 2011).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Physiological Reviews 91(4), 1357–1392 (Oct 2011)

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:09.343191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d7d7e853-587e-401d-ad7a-4f457862dd58 · outbound

This paper cites In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 18

Resolution
verified exact
doi, observed 2026-08-10T21:10:09.790708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 817a10f1-9db2-4c56-9fe5-64f2ff7e8ada · outbound

This paper cites Journal of the Association for Information Science and Technology 70, 911–916 (2019).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Journal of the Association for Information Science and Technology 70, 911–916 (2019)

Reference 19

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 7282bf53-e4ca-4649-9106-ae76bb1b6326 · outbound

This paper cites Finding Syntax in Human Encephalography with Beam Search.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Finding Syntax in Human Encephalography with Beam Search

Reference 20

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 497c8b64-4b31-4de2-ad85-58d2815ad3ff · outbound

This paper cites In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Infor- mation Retrieval.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Infor- mation Retrieval

Reference 21

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation aafa8563-1abd-4f0d-ae5d-a129fd19602d · outbound

This paper cites Nature 532(7600), 453–458 (Apr 2016).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Nature 532(7600), 453–458 (Apr 2016)

Reference 23

Resolution
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no resolver link, observed 2026-08-10T21:10:09.371609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8fe1c191-44f6-4817-b213-519f56d54c6b · outbound

This paper cites Journal of the Association for Information Science and Technology 70, 917 – 930 (2019), https://api.semanticscholar.org/CorpusID:54041174.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Journal of the Association for Information Science and Technology 70, 917 – 930 (2019), https://api.semanticscholar.org/CorpusID:54041174

Reference 24

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation f25f959f-056d-48c3-a69c-033d5c6811aa · outbound

This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 25

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 26ebceb2-20fc-4614-a0a0-45ff6950a7c0 · outbound

This paper cites In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Informa- tion Retrieval.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Informa- tion Retrieval

Reference 26

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a588ea65-64c1-4a07-a216-11f22bbd49fc · outbound

This paper cites NeuroImage 112, 288–298 (2015).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing NeuroImage 112, 288–298 (2015)

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 706526fb-3b63-4e28-9ab3-995c07edbd3f · outbound

This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:10.996008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 7f57af96-ec3f-4192-8091-b64b6167a457 · outbound

This paper cites In: Longo, L., Leva, M.C.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Longo, L., Leva, M.C

Reference 29

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 499eeeac-16f7-4f3e-b687-2c12d6372311 · outbound

This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 30

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2877b241-2cfb-4e8b-817e-2aeec77f1487 · outbound

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Advanced Online & Onsite Course & Symposium on Artificial Intelligence & Neuroscience (2022), https: //strathprints.strath.ac.uk/81945/, num Pages: 15 16 Lamprou et al

Reference 31

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 673550f8-4bcd-41bd-9399-28935c55cb12 · outbound

This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 32

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e8c2179c-ba31-40eb-a9e6-d89952292851 · outbound

This paper cites Journal of Neuro- science 31(8), 2906–2915 (Feb 2011).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Journal of Neuro- science 31(8), 2906–2915 (Feb 2011)

Reference 33

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation d60762e6-5ff3-4c9b-b8ab-e7f62c359fb6 · outbound

This paper cites Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies

Reference 34

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bf67910e-8eaa-445f-b9cb-a102fb6b4451 · outbound

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

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Observation 524bef36-addf-4c6c-bbdf-76948cab35c1 · outbound

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing ACM Trans

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This paper cites Functional Linguistics 3(1), 6 (May 2016).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Functional Linguistics 3(1), 6 (May 2016)

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Observation 13f62adb-8362-4eed-9d30-77e29b16717b · outbound

This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

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This paper cites In: Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Informa- tion Retrieval.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Informa- tion Retrieval

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This paper cites In: The World Wide Web Conference.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: The World Wide Web Conference

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 39th International ACM SI- GIR conference on Research and Development in Information Retrieval

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Observation f9e90c91-6e19-4326-8fa6-cc352fc6ae0a · outbound

This paper cites BMC neuroscience 9, 1–21 (2008).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing BMC neuroscience 9, 1–21 (2008)

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Observation edd853d3-a927-41af-9f92-552cb31a9f55 · outbound

This paper cites Communications of the Association for Information Systems 37(1), 46 (2015).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Communications of the Association for Information Systems 37(1), 46 (2015)

Reference 43

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This paper cites Current Biology 21(19), 1641–1646 (Oct 2011).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Current Biology 21(19), 1641–1646 (Oct 2011)

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Rational Recurrences

Reference 45

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)

Reference 46

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This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 47

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This paper cites an unresolved cited work.

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 48

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing Unresolved cited work

Reference 49

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This paper cites preprint, Neuroscience (Nov 2021).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing preprint, Neuroscience (Nov 2021)

Reference 50

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Pro- ceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP

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This paper cites NeuroImage 62(1), 451–463 (Aug 2012).

Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing NeuroImage 62(1), 451–463 (Aug 2012)

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Advances in Neural Information Processing Systems

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing PloS One 9(11), e112575 (2014)

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Observation 74e7f647-1938-4e43-af54-ebe5464083dd · outbound

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 56th An- nual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

Reference 56

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Observation 829ee041-aa23-4980-b320-2ff895bc7873 · outbound

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

Reference 57

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing In: Proceedings of the 20th Chinese National Confer- ence on Computational Linguistics

Reference 58

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing https://doi.org/10.18653/v1/D18-2029

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Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing https://doi.org/10.18653/v1/N18-1202

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Pith citing papers

Observation 63d45137-6502-41de-97b9-98df21d31cb2 · inbound

ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments cites this paper.

ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments Aligning Brain Activity with Advanced Transformer Models: Exploring the Role of Punctuation in Semantic Processing

Reference 53

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