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Paper Citation Record · LEDGER

Position: Natural Language Should Not Fully Replace Formal Languages

As of 11 August 2026, this Paper Citation Record lists 100 of 104 outbound references and 0 inbound Pith citation observations for arXiv:2607.20432.

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

pith.paper-citation-record.v1
2607.20432 v1

Coverage vector

measured 100 of 104 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T14:34:29.633526Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 104 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved96
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8370e11-eb28-4bd4-b5cc-a189b1d18c51 · outbound

This paper cites 2018 , eprint=.

Position: Natural Language Should Not Fully Replace Formal Languages 2018 , eprint=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:17.326243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:17.326243Z digest=sha256:e75f674675299537061f0d5b7dbcc55a64637ae56b0bca7184afd43af08405c9

Observation 818ac2e6-d398-4ef8-a510-77dacc132e31 · outbound

This paper cites European Semantic Web Conference , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages European Semantic Web Conference , pages=

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:17.381463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:17.381463Z digest=sha256:c76eec28d04063d94262bb3dfdba3e9dca82d76e5d193667113e50384f402cb5

Observation d4ba4ae1-218c-4bc6-9a72-0b91094fb4e6 · outbound

This paper cites , title =.

Position: Natural Language Should Not Fully Replace Formal Languages , title =

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:17.456419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:17.456419Z digest=sha256:5fb4d8e2627de57c8546a64c44e08da3bd5291763f669ab1ba9fc3833745d7f1

Observation f1b46952-21eb-41ef-ab65-2647258cd71b · outbound

This paper cites Bell system technical journal , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Bell system technical journal , volume=

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:17.524781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:17.524781Z digest=sha256:5dfef696e9837fd1d3eeb72ed188914069779c251238fdb255fdfb4efaf5540c

Observation 6192e77a-5a4a-4a30-a555-d8f440c6a03e · outbound

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

Position: Natural Language Should Not Fully Replace Formal Languages The Twelfth International Conference on Learning Representations , year=

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:17.612434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:17.612434Z digest=sha256:fec13cfbf61c0240575bf4255ab567955fee846fb9d7b9cee32ce0367f2e7087

Observation 14dc501a-5c0d-4883-9f48-7c53a1870446 · outbound

This paper cites 1969 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 1969 , publisher=

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:17.677094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:17.677094Z digest=sha256:6c5449f646201e70ced72b1395fb7d278aa8cd01e6705294799783a4cc623324

Observation ccac4f8b-5490-4cea-9272-d4f208b011b6 · outbound

This paper cites A Survey on LLM s for Story Generation.

Position: Natural Language Should Not Fully Replace Formal Languages A Survey on LLM s for Story Generation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:17.782292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:17.782292Z digest=sha256:2e4a2a64d21d2a04acebf4c18e97bf033ffab7bb20e62c6291ea30e8ec83cd9e

Observation 3603aa4d-1964-44a4-b6be-eedb3e63ab14 · outbound

This paper cites Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey.

Position: Natural Language Should Not Fully Replace Formal Languages Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey

Reference 8

Resolution
verified exact
doi, observed 2026-08-02T14:38:21.805471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-02T14:34:17.882319Z digest=sha256:b9787dd28f47188477a444950b5484c57bee7a1aba9d11d9fd2f538ba04abb21

Observation e9e87a21-2afd-41da-a5b6-d157a860617f · outbound

This paper cites 2025 , eprint=.

Position: Natural Language Should Not Fully Replace Formal Languages 2025 , eprint=

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.029827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.029827Z digest=sha256:35d0ddb3d306cd5a6b15068b9cb0895b2fa7e0fb5f4c9dc0d99122e5688d290e

Observation 320d0f71-2608-4138-91af-3ac4cc96d9da · outbound

This paper cites Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models.

Position: Natural Language Should Not Fully Replace Formal Languages Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.136067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.136067Z digest=sha256:de52e064daebe06295e8e66993fdc914e428c8e71806e8d4679c12ce40647d58

Observation 1b667a3b-2c1d-4c1c-a108-64e896680ada · outbound

This paper cites 2026 , eprint=.

Position: Natural Language Should Not Fully Replace Formal Languages 2026 , eprint=

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.284286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.284286Z digest=sha256:433b7687d29be8766ffbf1c8900523bfcf09b634f0d5ae61ad8857f5fe61c387

Observation ce0f7dfb-78fc-4543-b593-5a5ccca25871 · outbound

This paper cites Assessing the Performance of AI-Generated Code: A Case Study on GitHub Copilot , year=.

Position: Natural Language Should Not Fully Replace Formal Languages Assessing the Performance of AI-Generated Code: A Case Study on GitHub Copilot , year=

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.369127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.369127Z digest=sha256:791156cb3b3d82fbd76c2a20b12c991042950602eee945ec42f8051c5be44d45

Observation 5419102f-cc45-4222-a16d-03c612df26c6 · outbound

This paper cites 2025 , eprint=.

Position: Natural Language Should Not Fully Replace Formal Languages 2025 , eprint=

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.448577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.448577Z digest=sha256:f546f8c8b07b24e156edaa0e82594937e3c0123ab006f027dfb964d5ccafe1de

Observation 28e72d1f-fc0e-4c21-9835-73ac8133c5e4 · outbound

This paper cites CoRR , year=.

Position: Natural Language Should Not Fully Replace Formal Languages CoRR , year=

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.557222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.557222Z digest=sha256:82d2312ab2ab1ad86cde1eac440aa790e36b32545444ab8a9db2e6881f27d1e5

Observation 55862675-921e-4185-b02f-3bb720281564 · outbound

This paper cites IEEE Access , year=.

Position: Natural Language Should Not Fully Replace Formal Languages IEEE Access , year=

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.693828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.693828Z digest=sha256:3d08774227d224b900b8aca63bf2ec1e15e8f5cfeb9085fce0de253140fdfffb

Observation e60eee96-32b4-41c4-9207-d00fc80d3e3e · outbound

This paper cites Computer , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Computer , volume=

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.806611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.806611Z digest=sha256:bea67e181bd69ec4e31c573ee9d0f9b9467c2eb9d1162b0c5e71a511b1c5915c

Observation 213ae560-93d1-4f25-aa8a-e0b5a30ecb69 · outbound

This paper cites arXiv preprint arXiv:2512.07702 , year=.

Position: Natural Language Should Not Fully Replace Formal Languages arXiv preprint arXiv:2512.07702 , year=

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.810951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.810951Z digest=sha256:9f039b90668fdc28313017fa6b9375d60bd01cc7a67ad29022c069294ba35541

Observation 713620e9-382a-4ee1-bf54-fcd69f940127 · outbound

This paper cites european conference on computer vision , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages european conference on computer vision , pages=

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:18.864104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:18.864104Z digest=sha256:0a9c8c418864b18214ba137eb375806c50cf34f250a736dbe4058282eb4a5941

Observation e32e4bbd-99dc-49fb-bb57-142547b3268a · outbound

This paper cites and Kee, Kerk and Zampieri, Marcos and Calyam, Prasad , title =.

Position: Natural Language Should Not Fully Replace Formal Languages and Kee, Kerk and Zampieri, Marcos and Calyam, Prasad , title =

Reference 19

Resolution
verified exact
doi, observed 2026-08-02T14:38:21.722963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-02T14:34:18.941986Z digest=sha256:811f18f73bbb40c22dd8c0865626037a89255d352ae6df2ffda20b853871a5d6

Observation 0135fb5c-6837-4322-adea-2e7dfbe46ea2 · outbound

This paper cites Communications of the ACM , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Communications of the ACM , volume=

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:19.008929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:19.008929Z digest=sha256:45a8397d857ddb06a3c08b484e4649d8ec07ea8e60228e018712dd833ad3311b

Observation bb98457b-c616-472e-86e2-d08b9db41b34 · outbound

This paper cites , author=.

Position: Natural Language Should Not Fully Replace Formal Languages , author=

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:19.094502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:19.094502Z digest=sha256:a639fd3f28e473df2d66389f8a943f455eeafbd6d92d77ffbc253e984d94c605

Observation eb20fed0-b875-4bc1-a35b-c8d0510a896d · outbound

This paper cites Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space.

Position: Natural Language Should Not Fully Replace Formal Languages Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:19.164075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:19.164075Z digest=sha256:fa3c2e0e6a176d8b953446b9143a0f7e3efab06164671e011a2ec9b3d07574f8

Observation 3c181991-9bbd-47d8-8759-49d190126c30 · outbound

This paper cites Cognitive science , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Cognitive science , volume=

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:19.289388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:19.289388Z digest=sha256:83660b8790dd8f1681719f8b94ea95dd4c12af232862ef6fe4dc7bd64fb1b6ff

Observation 8789cbf5-cba2-41a2-bea5-fade87fdd433 · outbound

This paper cites Frontiers in Communication , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Frontiers in Communication , volume=

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:19.399120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:19.399120Z digest=sha256:04d3ea839d28ca5c020517d331b8d105f70f93bca725581d63f505651c50bea1

Observation 66966946-3428-4ea6-8606-6089d09b8c4e · outbound

This paper cites Journal of semantics , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Journal of semantics , volume=

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:19.496996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:19.496996Z digest=sha256:a97a1e1ac800425ce082be9ed339b3b833ae59a91abfb18eaa87ec870a940975

Observation b2279280-53fe-4824-9424-2b97f9caeb85 · outbound

This paper cites Research on language and computation , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Research on language and computation , volume=

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:19.648981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:19.648981Z digest=sha256:f2adcf23073738deff02289133eae2391320d34076351d27e7b220e002cfd228

Observation 5ea20ac9-10cd-4d1f-b6fc-a68e6daa63fe · outbound

This paper cites Language and linguistics compass , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Language and linguistics compass , volume=

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:19.813132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:19.813132Z digest=sha256:18f43be9ae74770d5fa9c040ffc20fb58bfc6ea7a53878d422de8c42fdd8eebb

Observation bc749480-c197-4fee-bd07-8eff551653f9 · outbound

This paper cites Semantic Ambiguity and Perceived Ambiguity.

Position: Natural Language Should Not Fully Replace Formal Languages Semantic Ambiguity and Perceived Ambiguity

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:19.921225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:19.921225Z digest=sha256:6e20a7c5c944d026eb8082743d8ab72b3f475eab354e29999b3c734dfb18d745

Observation 5fe06064-1daa-4e23-8ad9-23804a2014c2 · outbound

This paper cites Logic, language and computation , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Logic, language and computation , volume=

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.033036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.033036Z digest=sha256:af94d01b964f8923410722b00dd78422ebada6544c9e980546d0e3f13e9f1a60

Observation 2b68004c-aa8c-4ed2-bf49-e20183d829ae · outbound

This paper cites 2000 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 2000 , publisher=

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.131345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.131345Z digest=sha256:4197a2b7d243a37024c8a6542b7388d6ca9d4feddad06c9e108c63a9f56ee75d

Observation badf85ce-df39-4de7-ae81-9cecf8655bdd · outbound

This paper cites Semantics and Pragmatics , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Semantics and Pragmatics , volume=

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.227752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.227752Z digest=sha256:504cda84a00718c930ce45a0cb5c6c8b0457d77a5400bdf958b759354850f5eb

Observation 315c960c-f394-4601-9a13-d7a56760b6d2 · outbound

This paper cites Language , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages Language , pages=

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.332195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.332195Z digest=sha256:f20c993f36d4051f069be924368fe7a5a966b260a5efc824fdf3248f11bdd746

Observation 87203d50-70ce-4dc2-977b-8daef6890daf · outbound

This paper cites 2007 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 2007 , publisher=

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.447930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.447930Z digest=sha256:f42bf4a59d0877ddb30c6424f5b98a91a652abf9d0534b42a5c72696c8357018

Observation 8293ff87-4825-4786-8d3e-15051a2236d5 · outbound

This paper cites 2008 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 2008 , publisher=

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.540935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.540935Z digest=sha256:1a11987fca34182f1411be80fdc27b3c4a6ab6bdf5d881100feb45835f62e310

Observation 9a0026a2-84f5-4aa2-a342-051285833b3d · outbound

This paper cites 1996 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 1996 , publisher=

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.658392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.658392Z digest=sha256:89e25fb886d22d7e5b844b1b0437a55ad5792f650e4e3b4bb7da2c512bdcfd84

Observation a0fc4bf5-2bfd-45e4-ae40-544017cf8f7d · outbound

This paper cites 1986 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 1986 , publisher=

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.774521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.774521Z digest=sha256:3a2821719f7faa5b61ef259a1bc4d449c5637b797c2235da5335c33ce6e6a12d

Observation e05d5f0b-9510-4238-8793-4900d9027a71 · outbound

This paper cites 2007 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 2007 , publisher=

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.861214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.861214Z digest=sha256:4fb77c6422ed5ce5331bb92aa60d4a2229dcadad13d6993cfc31c0486385e3e7

Observation 59118c66-be69-48e6-a5ae-6f5889362e08 · outbound

This paper cites The Journal of Logic Programming , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages The Journal of Logic Programming , volume=

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:20.954092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:20.954092Z digest=sha256:e3d5028021bf8b60f987590cf7a9deba1d808d5a54487f73c98b556ff6806a11

Observation ad909c0e-1b2c-4a74-8318-dc51322705a9 · outbound

This paper cites 1987 , school=.

Position: Natural Language Should Not Fully Replace Formal Languages 1987 , school=

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:21.062391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:21.062391Z digest=sha256:f109214031cc2078fcb105891635483cb359befe348146d5aa44e218fb6619de

Observation efd3c6b6-7a9c-4ae9-8753-87d561a3d570 · outbound

This paper cites Artificial intelligence , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Artificial intelligence , volume=

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:21.173999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:21.173999Z digest=sha256:b36acacd57e6cd38145d9b05426310c5f311cb879be65452efa8ba02567c0a74

Observation f17f3293-285c-48d7-b4fd-84590df02b4c · outbound

This paper cites 2009 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 2009 , publisher=

Reference 41

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source=arxiv_source observed=2026-08-02T14:34:21.267988Z digest=sha256:481af3ce441ebf176ab4f18c772b093004e203bdcbe55f8b2f94fe464a2111e6

Observation b557f592-97c4-4648-a358-6a3074f7a153 · outbound

This paper cites 1998 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 1998 , publisher=

Reference 42

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no resolver link, observed 2026-08-02T14:34:21.478523Z

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source=arxiv_source observed=2026-08-02T14:34:21.478523Z digest=sha256:5ff47f77c905c305fc44e41468e8254bb616d87c7a0210e4407c2f2a8b5af16c

Observation 9bee7c90-b02f-41e6-a3a7-cef9b7d98371 · outbound

This paper cites , biburl =.

Position: Natural Language Should Not Fully Replace Formal Languages , biburl =

Reference 43

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no resolver link, observed 2026-08-02T14:34:21.644173Z

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source=arxiv_source observed=2026-08-02T14:34:21.644173Z digest=sha256:d12ef6a78f3a4b0f47f28fd16149c29e482b0966b88b188961ee7b7332b14213

Observation ea9a62d5-d64a-4d9e-b84a-bcd85cfb789c · outbound

This paper cites T he W orld of an O ctopus: H ow R eporting B ias I nfluences a L anguage M odel ' s P erception of C olor.

Position: Natural Language Should Not Fully Replace Formal Languages T he W orld of an O ctopus: H ow R eporting B ias I nfluences a L anguage M odel ' s P erception of C olor

Reference 44

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verified exact
doi, observed 2026-08-02T14:38:21.592432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-02T14:34:21.812231Z digest=sha256:7a311801f2bcd15da3a9d32c748ab658dab7b8f4daa96c0c043e40e3b6c595e7

Observation 8b63ece5-3986-487d-95ca-f0185d4e42a1 · outbound

This paper cites an unresolved cited work.

Position: Natural Language Should Not Fully Replace Formal Languages Unresolved cited work

Reference 45

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no resolver link, observed 2026-08-02T14:34:21.980441Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T14:34:21.980441Z digest=sha256:246c11d3e5a7fbab3be2d84c24ab0251609752bea9920917c306da4ec7ac78a3

Observation f71544c6-4a93-4cdf-b25d-3d6a37705c5e · outbound

This paper cites The Bell system technical journal , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages The Bell system technical journal , volume=

Reference 46

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no resolver link, observed 2026-08-02T14:34:22.092377Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T14:34:22.092377Z digest=sha256:a7ed8315026d23a205668c98e5d4061f5e332d5f433d50c5cd7321ee1877e8ec

Observation a44b8917-36c7-468b-b8c4-4d6326735262 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 47

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no resolver link, observed 2026-08-02T14:34:22.254513Z

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source=arxiv_source observed=2026-08-02T14:34:22.254513Z digest=sha256:701dbfd46bb086c85d0c856e4219dbcb75faacf13da558414ae68348098752c3

Observation d673f487-30cd-45fd-86ab-d2fbbbc2331a · outbound

This paper cites Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society , pages=

Reference 48

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no resolver link, observed 2026-08-02T14:34:22.379394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:22.379394Z digest=sha256:b281690cd848ea493c1c4b304b522da4460c40a686a9594412763536b8d15cfb

Observation c26d989f-7c9c-4999-aae2-41dda3969119 · outbound

This paper cites Artificial intelligence review , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Artificial intelligence review , volume=

Reference 49

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no resolver link, observed 2026-08-02T14:34:22.527584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:22.527584Z digest=sha256:3d8dbd3b1a06cc8c45c53730ee7b2dcee6737959673ab212051f7b110d2730ed

Observation ddf478d2-0ed2-431e-a70d-cda356d878fa · outbound

This paper cites Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing , pages=

Reference 50

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no resolver link, observed 2026-08-02T14:34:22.694374Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T14:34:22.694374Z digest=sha256:063f7b32fe63bdef8e802438f96bdb98402d9646a5d790667653e65e27d2dc95

Observation cb0bdf12-6481-4f9b-99d8-909fb33def82 · outbound

This paper cites Patterns , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Patterns , volume=

Reference 51

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no resolver link, observed 2026-08-02T14:34:22.862261Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T14:34:22.862261Z digest=sha256:db2defb88596f173247b0d44c30da25232f1757e3e8938785813049b6dbcb836

Observation b622cec5-6000-439d-9b93-1508a974e603 · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Transactions of the Association for Computational Linguistics , volume=

Reference 52

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no resolver link, observed 2026-08-02T14:34:22.975843Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T14:34:22.975843Z digest=sha256:3148c2cb52d8688b9937ba942c36956cf69f78a6735639245ddbd60973812a4d

Observation bfc5216a-bb77-4b53-9d49-13cb80d416e3 · outbound

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

Position: Natural Language Should Not Fully Replace Formal Languages Advances in Neural Information Processing Systems , volume=

Reference 53

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no resolver link, observed 2026-08-02T14:34:23.138013Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T14:34:23.138013Z digest=sha256:6901d0ce834facd76578e57b66a02e590deed332b10f5682bd3ba93a754b2d81

Observation 4d7ba50c-0352-4289-a15d-44f5fda5754a · outbound

This paper cites An invitation to cognitive science: Language , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages An invitation to cognitive science: Language , volume=

Reference 54

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no resolver link, observed 2026-08-02T14:34:23.249824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.249824Z digest=sha256:3bc547ebac0f9852970240b355dce25a35e5b75c17c9d7e748502bfc9307f707

Observation 52391f53-0538-44c1-9bd8-86325e76bc08 · outbound

This paper cites Topoi , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Topoi , volume=

Reference 55

Resolution
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no resolver link, observed 2026-08-02T14:34:23.372275Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T14:34:23.372275Z digest=sha256:e4707844a02d2e4f29ce99ee302484c94624cf867546dbd06ed99f766fe117ea

Observation dea1537e-53bd-413a-9bb3-3848c6592d80 · outbound

This paper cites 2023 IEEE 31st International Conference on Network Protocols (ICNP) , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages 2023 IEEE 31st International Conference on Network Protocols (ICNP) , pages=

Reference 56

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no resolver link, observed 2026-08-02T14:34:23.376970Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T14:34:23.376970Z digest=sha256:b676cd1dc2eebf429f78255559bd11dcef5870b6cca9d401c9b3d9214e5d0c97

Observation c4713739-7a5f-4956-b72d-7b7611666912 · outbound

This paper cites 2021 IEEE International Symposium on Information Theory (ISIT) , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages 2021 IEEE International Symposium on Information Theory (ISIT) , pages=

Reference 57

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no resolver link, observed 2026-08-02T14:34:23.379451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.379451Z digest=sha256:0f18c3fdfaa25dbfc2581397964dd505d697ffe243c99859e8bca3422ef43a69

Observation 19a4bced-1175-499d-a53f-2287f192485b · outbound

This paper cites Software: Practice and Experience , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Software: Practice and Experience , volume=

Reference 58

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unresolved
no resolver link, observed 2026-08-02T14:34:23.381917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.381917Z digest=sha256:39f379338b393a32af676dd49ea5eaaf92d0134055f49d8c5d836bfeea7542c6

Observation d18421d9-ba4f-46da-9cbc-e51d7bdf6360 · outbound

This paper cites Program Verification: Fundamental Issues in Computer Science , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages Program Verification: Fundamental Issues in Computer Science , pages=

Reference 59

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unresolved
no resolver link, observed 2026-08-02T14:34:23.384453Z

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source=arxiv_source observed=2026-08-02T14:34:23.384453Z digest=sha256:91b2bccce2b3548e691ee83011456453489c77e76c9fbabcbb054b248191cacb

Observation 4bfc86f7-c727-45c6-9db1-0279be98ebd3 · outbound

This paper cites Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Frontiers , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Frontiers , pages=

Reference 60

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no resolver link, observed 2026-08-02T14:34:23.823382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.823382Z digest=sha256:7bfdb8694a5ba7056217dcf08a74194bbe61ff5a3ac30450526835cf034dda07

Observation 48d82ab5-29d7-427f-a616-ff7e0b2dcbfc · outbound

This paper cites 2021 , eprint=.

Position: Natural Language Should Not Fully Replace Formal Languages 2021 , eprint=

Reference 61

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unresolved
no resolver link, observed 2026-08-02T14:34:23.987315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.987315Z digest=sha256:88e00bd77db7c51b986bef180633da7fe1d331176c44fd1233d20fa33623e436

Observation c460d03b-292a-4b2a-a9e0-5da7c66bfdd4 · outbound

This paper cites an unresolved cited work.

Position: Natural Language Should Not Fully Replace Formal Languages Unresolved cited work

Reference 62

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unresolved
no resolver link, observed 2026-08-02T14:34:24.154993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:24.154993Z digest=sha256:546a77e9f3381aa8fc8958be60f61530a2dcc07b5a63f2f1b0a77aadb619d406

Observation 8b47dab4-0334-4cb4-85d7-07e8649408d4 · outbound

This paper cites Mind , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Mind , volume=

Reference 63

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unresolved
no resolver link, observed 2026-08-02T14:34:24.377482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:24.377482Z digest=sha256:50868dd67395e3ed531970209c3ab731a6c4fd360657ba680da2c240763290e6

Observation 07d75d5e-4dad-4b8e-aaea-0b8ae5bce681 · outbound

This paper cites Scientific American , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Scientific American , volume=

Reference 64

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no resolver link, observed 2026-08-02T14:34:24.543121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:24.543121Z digest=sha256:c2d3029b344a749665906ab02b0abccdb90c9f839c9d0d14f7dd48e9d123ddd8

Observation f58cddf2-f97e-496e-8528-b0915530e723 · outbound

This paper cites Cognitive science , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Cognitive science , volume=

Reference 65

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unresolved
no resolver link, observed 2026-08-02T14:34:24.698067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:24.698067Z digest=sha256:19368bca61fa14c100d8c3ffe0f2624592745ad70d86be94d21d202dbe7a85ec

Observation 668ece28-454e-4da7-b9f3-e96f866797ab · outbound

This paper cites 2025 , eprint=.

Position: Natural Language Should Not Fully Replace Formal Languages 2025 , eprint=

Reference 66

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unresolved
no resolver link, observed 2026-08-02T14:34:24.925642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:24.925642Z digest=sha256:a01ff26557fa37b3ada1fdcc834d855115020a9a70e37eda09255be90a6d53a9

Observation 6fd091ac-4d47-453a-9a0e-96e4be2779a9 · outbound

This paper cites ACM Computing Surveys (CSUR) , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages ACM Computing Surveys (CSUR) , volume=

Reference 67

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unresolved
no resolver link, observed 2026-08-02T14:34:25.125405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:25.125405Z digest=sha256:19c0307c77f666d88244766d9533b9aaae150c8904953f45351bcf25cd6b33ba

Observation 64c5a073-23d8-4152-acf2-3b5b2a9a8734 · outbound

This paper cites MusicLM: Generating Music From Text.

Position: Natural Language Should Not Fully Replace Formal Languages MusicLM: Generating Music From Text

Reference 68

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no resolver link, observed 2026-08-02T14:34:25.344037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:25.344037Z digest=sha256:8a9d7d79b15e7aeeda66fcc7b29516ea76b4ffa6486c1b3464654a179a3eb1b3

Observation 056e0ceb-2517-429c-a112-0356b4968285 · outbound

This paper cites Language to Logical Form with Neural Attention.

Position: Natural Language Should Not Fully Replace Formal Languages Language to Logical Form with Neural Attention

Reference 69

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unresolved
no resolver link, observed 2026-08-02T14:34:25.519515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:25.519515Z digest=sha256:df998507e43378aca1dee009f4df055e58b3dfffe62f8ef8198d6b6925e9908b

Observation daa2b3e9-a28b-4257-a2ec-e5212357155c · outbound

This paper cites Proceedings of the 2022 CHI conference on human factors in computing systems , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages Proceedings of the 2022 CHI conference on human factors in computing systems , pages=

Reference 70

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unresolved
no resolver link, observed 2026-08-02T14:34:25.626368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:25.626368Z digest=sha256:f62362d23f6bb00772502e58d19b6a4c79b351dc8f20af666c06f271f2107261

Observation eca059c1-1872-405c-9388-6d7f111fa77b · outbound

This paper cites Behaviour & Information Technology , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Behaviour & Information Technology , volume=

Reference 71

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unresolved
no resolver link, observed 2026-08-02T14:34:25.841591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:25.841591Z digest=sha256:8a13de1f68ffab8dbf5dfbe11e219f78b5513c262acdd1645b1c9f686aec1417

Observation eb9a570c-9765-4692-a992-f28b82f1f658 · outbound

This paper cites Human Learning by Model Feedback: The Dynamics of Iterative Prompting with Midjourney.

Position: Natural Language Should Not Fully Replace Formal Languages Human Learning by Model Feedback: The Dynamics of Iterative Prompting with Midjourney

Reference 72

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verified exact
doi, observed 2026-08-02T14:38:21.499020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-02T14:34:26.014536Z digest=sha256:283da60ddcaab581ff2df62a34803382a7bd22d105fd0ae423620e11151b62d8

Observation 9e823739-7ba3-417a-803f-a241d78c1901 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Position: Natural Language Should Not Fully Replace Formal Languages Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 73

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unresolved
no resolver link, observed 2026-08-02T14:34:26.237871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:26.237871Z digest=sha256:ad0da8257760686a3aa942945c892c13734a2e30452e748cd9de70cc1377e2e2

Observation 05b8754c-4c4c-4d02-a0c1-580f28fbb03c · outbound

This paper cites Advances in neural information processing systems , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Advances in neural information processing systems , volume=

Reference 74

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unresolved
no resolver link, observed 2026-08-02T14:34:26.429730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:26.429730Z digest=sha256:67067d1a464218df350e190c71ff3257901e48c55fd5e55248dabf667f7de5c8

Observation ef7ab5fe-4d61-455f-827d-42b9fb57a2c6 · outbound

This paper cites Information Technology & People , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Information Technology & People , volume=

Reference 75

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unresolved
no resolver link, observed 2026-08-02T14:34:26.579428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:26.579428Z digest=sha256:ddc01e57e4241131ca5b3f45ace3603d5a2c324098a4dd7de969c010c7061fb6

Observation 12ba7172-5853-40a3-8819-ef9ae7c3abe9 · outbound

This paper cites Proceedings of the 26th International Conference on Intelligent User Interfaces , pages=.

Position: Natural Language Should Not Fully Replace Formal Languages Proceedings of the 26th International Conference on Intelligent User Interfaces , pages=

Reference 76

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unresolved
no resolver link, observed 2026-08-02T14:34:26.742426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:26.742426Z digest=sha256:1498d0ca52244ead13f8c09059d39d920606a9d5ac60b4bbf099c0994ec91a13

Observation a8f120f1-65d2-4e70-b014-40cf2f1e60c8 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Position: Natural Language Should Not Fully Replace Formal Languages SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 77

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unresolved
no resolver link, observed 2026-08-02T14:34:26.917846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:26.917846Z digest=sha256:fa2c861dcb4cb9970bb77981f68cc55cdbf3fb39d42a96f612d8d18789ef4cec

Observation d3b06259-de37-4229-be3b-872f51a8f4bd · outbound

This paper cites 2012 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 2012 , publisher=

Reference 78

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unresolved
no resolver link, observed 2026-08-02T14:34:27.098127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:27.098127Z digest=sha256:05afa3954153fa2f19658ba4111a284b2f412dc88e8b8038028a4e4e72acf450

Observation f6ec8416-99f8-4c5d-aea6-9e1b4368ed66 · outbound

This paper cites Cross-Task Generalization via Natural Language Crowdsourcing Instructions.

Position: Natural Language Should Not Fully Replace Formal Languages Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 79

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unresolved
no resolver link, observed 2026-08-02T14:34:27.228760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:27.228760Z digest=sha256:18214b9580651bf0867fed74c6980f5844c0a73e0a85ac134c79787ea1c479c3

Observation 0c03ca21-5fe0-4dc3-80b6-7e09b913cd43 · outbound

This paper cites Trends in cognitive sciences , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Trends in cognitive sciences , volume=

Reference 80

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no resolver link, observed 2026-08-02T14:34:27.342793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:27.342793Z digest=sha256:a6ba4d84edabb5a58faa7e3c74096a13df7905b9ff24e126d2ef884f87515005

Observation 30912f6e-1cdf-4f4b-b7b1-806e6c1eb7ea · outbound

This paper cites 1999 , publisher=.

Position: Natural Language Should Not Fully Replace Formal Languages 1999 , publisher=

Reference 81

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no resolver link, observed 2026-08-02T14:34:27.460325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:27.460325Z digest=sha256:8be64f1fb241ecf302663a856dd7967b3a9a84a6d637bbca4bd01978531c8b06

Observation 8986ca48-a899-480b-a58b-b83428da2861 · outbound

This paper cites Proceedings of the ACM on Programming Languages , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Proceedings of the ACM on Programming Languages , volume=

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:27.539749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:27.539749Z digest=sha256:48b43afbac257aa890b4c8169510ae6e4572ab03379c7a95c486ae8136b10039

Observation c9fe0d72-1c49-42d2-a0b9-b0e01d940f7b · outbound

This paper cites an unresolved cited work.

Position: Natural Language Should Not Fully Replace Formal Languages Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:27.616527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:27.616527Z digest=sha256:9c848d8644739f2d6edbf277c992638510bec60cda5b44b01997c50b104ef743

Observation 5b3823ae-a9db-4be4-9ff7-216ba3ae99f0 · outbound

This paper cites A Survey on Large Language Models for Code Generation.

Position: Natural Language Should Not Fully Replace Formal Languages A Survey on Large Language Models for Code Generation

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:27.731788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:27.731788Z digest=sha256:0de257d7642decc0c4a706f1a188052aa163e29558d2f939a15df88822cfe36d

Observation 851dc466-5945-4153-b63b-d178a26f9e0f · outbound

This paper cites ACM Transactions on Software Engineering and Methodology , year=.

Position: Natural Language Should Not Fully Replace Formal Languages ACM Transactions on Software Engineering and Methodology , year=

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:27.837480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:27.837480Z digest=sha256:82db0aa05483bae5b7ce10db11a7ac6373c08f4642bcc769bce1ba35e40077c0

Observation 2e7d7177-4de1-440b-9848-8b929a6e42fc · outbound

This paper cites ACM Computing Surveys , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages ACM Computing Surveys , volume=

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:27.943698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:27.943698Z digest=sha256:a34686ca78a36e5a826c5109fdfbfed13fc8b8fec0cc6b6938732c9abde6138b

Observation 5ae65e27-5cf2-4fa0-907b-04d5d1d176e3 · outbound

This paper cites ACM Computing Surveys , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages ACM Computing Surveys , volume=

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:28.045913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:28.045913Z digest=sha256:c222b451f4363bf204717c63a98951cd6f14a5469f4ea4fd0dd376c7f38c9250

Observation 3eddb56f-98ac-4555-90b7-9b5bc7f17a7c · outbound

This paper cites Neurocomputing , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Neurocomputing , volume=

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:28.203736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:28.203736Z digest=sha256:4dc9247a2456a541b52a5d53a2166f887f101d38e7df292b2f8d3d9378538465

Observation 3c6f9cc9-0e2b-402b-889e-f4f55d5089c0 · outbound

This paper cites 2025 , eprint=.

Position: Natural Language Should Not Fully Replace Formal Languages 2025 , eprint=

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:28.330563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:28.330563Z digest=sha256:80b421ac71b2f9517929ab2378ce49b2ac4beff2fa93cfeffc0c02b30d2bb153

Observation 6d69d6d0-8cef-46f5-940e-7c059011d57f · outbound

This paper cites Communications of the ACM , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Communications of the ACM , volume=

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:28.448230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:28.448230Z digest=sha256:8746904752feb68667107ab897027549e570d17f10dfa142aac5b30043fbf15e

Observation 3ade6e19-5cea-4ea6-9315-20d17528ad79 · outbound

This paper cites ACM Computing Surveys , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages ACM Computing Surveys , volume=

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:28.526771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:28.526771Z digest=sha256:1a72c55a7559ba3bfaf38994a9b1a029b30b67c9c382522ec0955e27a63596bc

Observation 400121c5-0d6a-411d-8260-bec1c3267d2f · outbound

This paper cites Trends in cognitive sciences , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Trends in cognitive sciences , volume=

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:28.651605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:28.651605Z digest=sha256:5f7a8c8f7798b2cf6ff5d87a13f1d73f982afc89d9e9676f545eb914e6ce1d35

Observation 441569ce-b047-4c5c-9b8e-fbe9c04d68bf · outbound

This paper cites Science , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Science , volume=

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:28.796791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:28.796791Z digest=sha256:1cf17bb77e3398d82dcd601fdcebd95de5611740b17c5667fc1f9109a6a7ef64

Observation 3c920a2b-8522-40f5-93e0-ffe0f8f2e552 · outbound

This paper cites Science , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Science , volume=

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:28.962688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:28.962688Z digest=sha256:4cb359c8950c062f659c01e7e2e9c2491d4c42756ea243837b739a76317fbabf

Observation fa2a548e-9d3f-42b0-8a23-18b0a0f02fc8 · outbound

This paper cites Cognitively Informed.

Position: Natural Language Should Not Fully Replace Formal Languages Cognitively Informed

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:29.118044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:29.118044Z digest=sha256:256ffb61a09da1b89e184bde178e9d5d810ca607671983b4533a6fea5960a2db

Observation 453e50f7-135a-43b5-8e4d-003c2d39c510 · outbound

This paper cites Journal of The Royal Society Interface , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Journal of The Royal Society Interface , volume=

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:29.224678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:29.224678Z digest=sha256:384d80d20b15c3d28718d6867f74328c2f09163850dbe33460775a6ce1ae4caf

Observation 2065de9f-4348-4c9c-852f-364674d757ab · outbound

This paper cites Semantics and pragmatics , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Semantics and pragmatics , volume=

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:29.370253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:29.370253Z digest=sha256:61a251e7e035dcfa904795cf609aa91e0284f85b0137035549e3779c4fb87aec

Observation d9872f16-0463-4bdc-9633-2e2200e29d0b · outbound

This paper cites Synthese , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Synthese , volume=

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:29.458037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:29.458037Z digest=sha256:0ede662688a67d8a6446f9bdb5017e69b93da492eae060a8c79a478a834e3926

Observation 6f06d4a0-6252-4fb3-b428-f1a2f910af3e · outbound

This paper cites Syntax and semantics , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Syntax and semantics , volume=

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:29.557253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:29.557253Z digest=sha256:02984d4150c9d3441e74a5ce88bd17b8d45996b94cc4d717608b90f51b486c68

Observation 424d684c-48b0-4d52-b4b0-6bbc658fb9af · outbound

This paper cites Annual Review of Linguistics , volume=.

Position: Natural Language Should Not Fully Replace Formal Languages Annual Review of Linguistics , volume=

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:29.633526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:29.633526Z digest=sha256:b173e239103149367c294f5c12a2cee3d124c5846e0a1e56658c203d47bf2cd1

Pith citing papers

No inbound Pith citation observations are available.