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Paper Citation Record · LEDGER

Position: Natural Language Should Not Fully Replace Formal Languages

As of 8 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 2026-08-08T06:32:00.761636+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=sha256:5afd6063c596165a0016e14f316b04b4bb4e787aea2a3d37380f01e463418a6a

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:e961c3fdaac22ee364055571b2db6ba6eaa0a5a6d5778075f94ee2e8e4f2e9ed

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=sha256:3c108c782d7066fa304467f69d54db5cbff05ee80e62484d43523d56bb279be3

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:d48700cc6b168a6a974ff2db5647187095f4ac73559e2c8fafdfba14dce8bfa7

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:b130093e2f144fe51584056858e19d5e2542fa4f98c07826dfeb18a4a4fbb037

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=sha256:9d1eba6413f8e8740fb3fcd5c970ace42103a0fe6f9964a0155347db8f4d4086

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=sha256:25979efa4df1e44feccb1d281b57ed04b77dc570416c60cbee5553b99eb09e50

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-02T14:34:17.882319Z digest=sha256:3b61698073da1246f6e5226f966a791e867ac9faeada103b6f338660adeae969

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=sha256:438d31c1906d90bc4aa3fbb44364f64328426ac0bde6a2369e478d53cb8f23e6

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:eec149ddd732c6a1c5552672ce2f5cdabf0bc1b1b01aee99d9f68064ce99c2f1

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:d5bed3dbf6883961e1ce371723589b1d9839572a50a3499ee71a73f655aa0687

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:d765beea8309f056a7c0664c7640a2bd1f6384b09095310f12994cb479ca4811

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:e4a1df7fcfc11094f48d0fe5e3257f2b3acad7dee6fddc4dce2721437bbd55ec

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:ea03dab75325b14dea3e7186b18faf861db72b31e74b2eeac854b756f1b7ccb6

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:e21e64b2c6c950b2c22ca67f761d59305bad3fd5ef1f8bef35fd0769f7f0ac58

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=sha256:88b1321276e35342d926c1121c2000009a23f852421a36f2a622ee4b6e6197ec

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=sha256:7ff89ee1eaf1823cb021a94efdebdbbea730b0dda19161038b3b443c79e7b963

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=sha256:92d784cc4843073efd3195d6446898b99cae9d433697d560ab0e3d484b54a242

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-02T14:34:18.941986Z digest=sha256:316b83ab2f239ad203f8b4336d9738230bc602fc60b9eddebadb7d0f0c004ac1

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:ec077c7675c7ee8730d6848e33142aff7e54d2dd0f87d6df2131f72b1bfc4fa1

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=sha256:75aada2287f0e7346ca997a70537c95f61be239d68ef984460e2828f90ed816a

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:e3109c23e159a9eb4ba29884146af143e6883402e74e527f354fb6a93746e665

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=sha256:8afcee3d1b66a64c616bd6932d408a9956d0608d7ed03fb2be7ff9e57973243f

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=sha256:91faf82e1261c7a075c86c0d1283a72fcc08d06ad2ff2bd19799269af1cba8eb

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=sha256:94430534d08a5709186bfb8a172629f5098f12cbc698e7fdcd6b9464792808ff

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=sha256:78a24e82cebd679d4069de0493159979ba28861fdf9dae77c70fa324e2863307

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=sha256:05447fc4716fd2b526a22e8d1b417fcc1702b229e8d1a924327acfeefc199903

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=sha256:00ca32cd51849f3fc06241b32c626f9ed52e66f4818da061f7702cac37e045e9

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=sha256:16d42140ca285a32825997d99390a53ba1eef8d78bcf35eb444b657ae5d50fc5

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=sha256:77c86ba45962ee84e84cde7e2bff1ac584f6e956882bc6df3242db22d22bfe38

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=sha256:870c99e1108ece50cf092d03bafff955ca9ac0f4bafb986ddbf2e08156f12348

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=sha256:52b188440cb414b15f611d417ec67918f83f8bf77548b14645df5662b91bf056

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:fcbaa58b39bddcfe11806c6b3b7bf461cf3f8b554109d321f12ac99b3b7d1b82

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=sha256:9509be24c0c52dd08c5031ed72afcc8ad7b99e5f160a1f9914c9f08cf50f1158

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=sha256:970bbaeaf07259321eb9479d326ad4de9e20ff87e86758337c7cd4119835e09c

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=sha256:3cf6a7f21ae7048a91d26a73afe19f1736b4759382f3d210bcc4cd85ae4d7195

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:b9aabcca30505db9fef26ceb87765fffd982572567b36407f2884669dfb6f0fc

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=sha256:719259eab3b056c2b29630943173b459de7a5a02eac5e2b231846408f9de11e7

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=sha256:67c1c3c2644664a8a565029f413e32f43da1e316bafca6ac26f5af062bdb89fa

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=sha256:4ab1d50530dda6bc6d11f29c7f82f283fa30e55dfad180151257ca08db5d7001

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:f0c56840750dd0ac43c8b8c42cce18f1f23560612e1020c6035871104b807fd5

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:dbd61121d07981f19229a88d214cad9f8802f85675e898b102d3df417d72ca0e

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:ff500fe00d88fd8f15ec15b4e2be55ece4c0ad9aa414dcca1ad10a265fe7ed5e

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-02T14:34:21.812231Z digest=sha256:ff4ff15b3e9732aa7bb4af484edc9aa150f04b0ae7a5a0be704caffcf74c977e

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=sha256:2dec062ede8d562acebc36c38eb5a814e7fd1fb3ee346ae1db491509f5e98636

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=sha256:31ce21d7dd472c1a39454a9c9a66b244d2b66258cf4d03ca8fb18916a8d22ee2

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T14:34:22.254513Z digest=sha256:5c94bdd9c33065e03bdf5f8bd116e28a7fb8e900633ca05d344e5324202465df

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:22.379394Z digest=sha256:2c6c45383147c2a6fcd05b7a4257b3e33ea3b07eacd4d83f5b19b02ab3161488

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=sha256:9e3deab0644a3ea4d92c2e3c176b46a96a9dd474eabb5d2c5c02af9a7474499d

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=sha256:1882bb908b75190460e83d9137e3cf131f1c9e5b8aef91dcc90202dab391e7ba

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=sha256:85f77ac8946d5604adccf04db38f7f1be3d2c4b669abc73229e5122a4a7b5dbe

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:e464646b243b615e0d3445ab1812427f9716f7266c64777beea930d84f383088

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.138013Z digest=sha256:6faed5576aac652f7c1a4862a8f404889959b8449b5a163878da1ec082f2332d

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:da166fd210f9c57dba374485ee04bc8a8043dc5e7ea7d34fe5e9bb2aac4c3729

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.372275Z digest=sha256:378a42efbc9a22ba84a1d1c848250dc16f17d9f5c25d55d86699dd5c3bdf20dc

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=sha256:7a3d58d7ccf48abcc136ac724befceb5fd77b823e7170de35d4d97cfc55075db

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=sha256:6545b56a63ba985d6d70f70e2dcbb35cf9fd42e28002e6ec47d86fb66c21dffb

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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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:c6cd0a08fb99ca5ac71c64955fb0299ec16efbf783392fba72f63e183b9a8c41

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.384453Z digest=sha256:34ce4027239b012321958420001611aafb31f79d821f38322fda9801324abcf0

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=sha256:89e09478177d842bb9c8eb5735e501191a8514ef39a0b7d475c0066e4f607b41

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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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:d3b4e1a082358498df3aa1aa3565da44079e5d33f0e0d879d7fb1928f8f472dd

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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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:df5a32be6a75d7ca4df3578d7c34d76962d7337248148cb2a7efd81b600f7d64

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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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=sha256:910fcd26811e7846ef6e2ff370d0b0b599bade271c3fac2273457cc9eeb1624e

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=sha256:4420dc5ce7227de3a58d8b91f8ea635b88c5cedd7046fc52b9acab404d188939

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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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=sha256:1dc580c862b0c13bc9dd62a536012565000cc4e788a5b5439b35f0ac35f09e41

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=sha256:7496c9b32a45f2dfee018227318e9ea67bfd41bee23efb3217e4421f7577b098

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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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=sha256:18eb5af60d7ba80557287bd74ca10048902b69065f59d971ef49aadf9aca488d

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=sha256:2d1e60e2a245070da2c1595985c891ca7c4f9cfe538027c07d15f8641f9c9f28

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=sha256:8761cc5662fb9834687dfb4194dc8e589b4ac2fe89484b7f6eb81910dcc56211

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:c0426a31613b2668e372254b97c799a9cffc5707d300b2fde3144d723289665f

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:f25c7954d054e34bee6c463197151ba5d0e5a8cb66b2d7b4654c3016919b53eb

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-02T14:34:26.014536Z digest=sha256:e1569c8643f78008cb42f7002cf01181468e3996ef696dbf1438d3ede786434d

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:d06dda6c6fa6098ae26ab513d5c232640151586bd9d8a445e9d72e100b8b82d7

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=sha256:84547d404606c50fdf929814e93e9a6da4aad4182ddccf3fc2d8e99d7dc4ee2c

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=sha256:0baeca1bd4df9e5320e19ba0af8cd4ee81553fe891725a7e4a257d9c4793a8fc

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:a5caf45786575fe7bb82e117858ba28419e4e5e7291351133806b8c4319f8107

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=sha256:4280b5686945d314cf1911b9750dbe257184b9b8b2451c5c4d0aa8026c08aa69

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=sha256:930c36ae428e113000b2907153db37667d79b450350057cdacf117db83026f69

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:c0b5ddbc00c3aed6bdb6fec6029190e7e404f22bd91d7fcda7880ddeac2dc0e4

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=sha256:9a329330abcb40e559e154abf61f7dbfb219ae6258d64d68376eaadb1986dc61

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=sha256:8269a985cfbb716a328e6a86cd97468923cac012add934d75c2244a4c156a2ce

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:dab8afd719d8ec54486b318f0598429065a2c4d483f4b3aee0126dc51a7beb3e

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=sha256:558bbf41eb1b474b39414ccca4771f852679bb60382ffed130161ed4cf8e321e

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:c28e34126eb50b11060a0cb6a114dc226a3d4b08b0e53d51754e0c37eae1c0c6

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=sha256:08097abf6748c0bde0bac19d4a3e8304fa177fc0064aa7cdb7cd89f4e3d6dd02

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=sha256:2d61db0e6caea643867af60e86bdd59c22de4dcfd3f809380181fe740f30fb9c

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=sha256:63e948b9c01782699864fd23c7aba1634c2bdb109def8655c95514b92094ad19

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:cadfd16f9f5e0a03491a6690c540cf605957f356ec6e66a5602bcac3f18cc278

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=sha256:9b80467de99644e045a142262cb730489f07cfe46985629b0df6301b84e051da

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:d50ccccee365de3985d7c568c093f2b856f4992f7d21c9a342619669ed2fc3e2

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:d5ff3eae80bf014445a7ddaaf75a57256277284bf8edf1b6268b8236611dfd26

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:abc7f3c84d8d4564053e09dd4dd3371e02ef4e404cd607969ab55efa52854397

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=sha256:0e6676031918b0d0ea669885cd44260ba3171fd85c29b2df5e4a60145359a664

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=sha256:5de531a1f893e5be9baa567dfb5739dfe8b582bf667206cc30ba0f8c40fce590

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=sha256:68d19cf6bde284421029ff49774d78ff61d004c2b60d8ab086a51c3026b64f02

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=sha256:062b6d5f5183ba3e6f5955278b89843bceb7461f5ea89e07b3abaabffda19706

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=sha256:5039ad3e59f1769277c0478e879bc291cf8ee05cdb6af74b19342a0dae9c4b3f

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:d8b2afb6808cf34f00a00d875bc3ef24337faf09fa56078f2564a2967bd1c5ac

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=sha256:4ac0a95d02cc1201280112d1f8024fed1779b09e2e3d933184f1d1ff20484831

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=sha256:8b47f7c3bdd61d0fe4c428cea685233b8d63c19f36522dee048cfa5b3cff6491

Pith citing papers

No inbound Pith citation observations are available.