Pith. sign in

Paper Citation Record · LEDGER

Position: Natural Language Should Not Fully Replace Formal Languages

As of 22 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 2026-08-22T06:32:14.747728+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=sha256:5a69c8059a319dfcfc83e7dc2438e02a9eb555225207a08c3f3eb6eaed692377

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=sha256:1b8af034361d1bb3c2c3b8ee5f7c3365b26ceb81648281c83f10ba5d84bf267c

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:efff00feabfa15b390b9d9cfb540b00824d329252c4746ba4009e12c55253340

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:eebfd08c268df975a4b6dafaf8f51edc2f5fabb02d030499d259276ae815e822

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=sha256:2a02fc74dc3ec44224fe4375f1751c0dde2017d84088606dffee2d817cf83a90

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=sha256:2227525dce9c25c4ca5f2b7942218db30001ae0afb30ef8e386487885a73b1b3

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=sha256:5862bf5cc32cee62fa405df43fedd43f85db4e99e29716e07bf1cea213a0e548

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 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-02T14:34:17.882319Z digest=sha256:d88c598ddd1a651fa4c0350136ebbd989d5d04568bfa974c5b88b32208c08804

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=sha256:44f905b97726f133515f75ab6b8b9600a632b40c9b59cb8a544890f39d0c1a97

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=sha256:5419489b404a781c1cb75b54ebde8135484f163ae85986a93860f96fc09b0043

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=sha256:62825f15f18ca7d2a9b24ea5ab8f39bcaaf508d1b4702772605ed4bc1985f963

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=sha256:5a531a098117bc4c601db81f96a02fe8aa8f729b226187e301efc7a7eaaaeaa7

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=sha256:610e801858768ff05a5d4e82fe0da592a5ba9f2d8991af260a502ad11e1160d4

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=sha256:4d7b799c41d69a0e87eb33bf3293369150b1f4f891b7d5ab2c5f28318a886ad0

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=sha256:72950d8ba65eeecddb7f464a7741c82d952b239c68799741c1d61c726272c4a5

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:f990d038ed752a631cf8246794e7fceaca5c7b488efe5fb34150c702712d9f5e

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=sha256:39122d2d4a741881e9b118b09d17d6523f28ad3a1979d8b8b44f5aff22888946

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=sha256:4640465c63cb107aa9d868dc189ad5ae5a6974ac95a9b1bf14fa1d7b5e78a998

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 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-02T14:34:18.941986Z digest=sha256:6de6ab543b8ccc29795f7715ed5f530bbd0b1906ab376871f7d510fe1172a489

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:dc2fdd5ae38c35800ff7918c8079db58c92f9f21cf6f1c2be5e717868ce1ae74

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=sha256:21424dd9f908c3d828b5e71f4c97b988fb73ef04621727367fa90b07c33bebfa

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=sha256:89600deb60a56033bb201b388a49e71c422d51a4863bdfad117787eda7f48a0f

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=sha256:9508932980cbd490294132ff3b80880a68773a7a05a7050ee67a9067ea936208

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=sha256:234ec4c55aff04603276a3b4f522a102154ee1caa58d866c1228d6ea3cc1d106

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:cc53389a2e80c46ebf982b197eaba94ef78cf545f829d6e6322bca939c4f345a

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:ac71dc889830e09ddfac7161cf4e34df0b7ff486fcbff1ec57d281454b47deb4

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=sha256:7f77365755190a51320abc5c9f513e113c8b9cf76cd59439fb5780daa9ae07d9

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=sha256:7aeeddbe1ff59b52a67c4de5529ee3bf6a000c381daccfd76ffb338d0d807030

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=sha256:1a25b515a29de4a1f0addbfed51184abdd777393434809ca1b4df44691da4cf4

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:a757cfcc0ae7445beaf2f503567a54b8458b668c435f0947f84ce1bdf7f0f4fc

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=sha256:920b20420e87e24aefc9baf7d89e617465a11a42542d955a88bc28a26a3bdc90

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=sha256:9b8aa7bcd4478306e4f1af58f9696571f5cf5c96fa58587482e9b92b535afe22

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=sha256:52ee077b2ae4d0e84e96b908678274d4b935a9351e1a568c77e7e5c00c8a2793

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:a3f1c1866ae924cd044e95b6da7c72c33ac3396e802e923e5616a8ddd078f0ff

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:fd3d8cfc08139a0b25d269a1ad5070fb4a60eef4914eba15077d660aebc54784

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=sha256:99f97f4f7b2bdb495582d80b0a25e85332da5803159a47a7fbd26c2627c31738

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:d685dcc8f5e9ebb92d6034b17fac7d1fc0d6f984536722c5147ae5b232f6c628

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=sha256:24ad04b7a3b0c25352a84c01902899708293f3cc64a106a0c4f106d810a0026c

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=sha256:45ec82e1ed4b2703cbe23eb6bfec4a3c15c14c3f551c5c089dfa996a2c79b222

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:f6d566f40278c20ce689fb2a9bbe3110fefb2e1ce02121b00baafa3bb6dfd3dc

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

Resolution
unresolved
no resolver link, observed 2026-08-02T14:34:21.267988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:21.267988Z digest=sha256:750f414bdc9625917a0de0db20944c5e842f78d8368e4a259d89a4fc5eb712b6

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:21.478523Z digest=sha256:519336a7dbf09ebf2f85d45de63e6401d8abb9d07c508fc19d8ef08c38854adb

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

This paper cites , biburl =.

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

Reference 43

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:21.644173Z digest=sha256:9f36e013fba06845fd343e49c36d6247d315c57b909525642b55835dddcb1622

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

Resolution
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 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-02T14:34:21.812231Z digest=sha256:c7232ba43db1a8246c3d9c509714e8bd1fcc9f0eff0d38e7da792d47e5cb91c6

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:21.980441Z digest=sha256:d5ca8d3c27008217fed21f8572ae1d48d439e67f38ec39ba9472d9d94722aa99

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:22.092377Z digest=sha256:cd8cf6e7a09850c1e7a7ef0d937cdec7cba83b01a2e2c8210fac6dfb28fb20b8

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:22.254513Z digest=sha256:303ffea2c0700f68c67a6d18b802461c516feb033ddba46440571486e1d49292

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

Resolution
unresolved
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=sha256:2977f2e271ee48aaad44e9b0094fba727cd35fc36f2e012719401dad24efb6d0

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

Resolution
unresolved
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:d67629f4e82b34048331391b6ba1a1cdb7a9c4d9d59290afc2138648778a092d

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:22.694374Z digest=sha256:359e9d48806d775a56b17a2bd159b00a7b52295b97c2e50c95a744e3fd5cfbc4

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:22.862261Z digest=sha256:e4d22bb36cb3df62f461a24f61dd086aecb02e0698cccc514fccdb0eb11a6263

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:22.975843Z digest=sha256:6bc1e2b9a1bdb8189a7a612dfef3f7e01f74d4862b0598dbaeb39d5c7c0cc449

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

Resolution
unresolved
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:f0dad60d7ba5331a91a00d377f2e08763a2d2b1d7f0ff14622d52f6af74d838a

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

Resolution
unresolved
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=sha256:69e7108a3ebb59ef9429d0eefa69b577f8a22c77c4a61b7e41ec610aed21f35d

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
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:a6d598cb734795bf1f22a04bebb7dac96da456c770bb7d76320cb051d8e75362

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.376970Z digest=sha256:a511d9dc09d08b44889f027d6e282161f99cc3fa4145683a69b493f24722a86e

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

Resolution
unresolved
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:a1bfce9d4f55f5481cb24e1b57f54ccedf2608fb212226fae6daa0dc211e8c33

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

Resolution
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=sha256:8ddd9217a8ac63130fcff233bee79470331bed0d2974844392f8d76a9e26efab

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:34:23.384453Z digest=sha256:387c94f87b64ee7f1d2213dc94af83e83b54681acda21268786487ddca1b3012

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

Resolution
unresolved
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=sha256:9add2084d4a5974a7a4b4b7abe1756428773e9e7ada25ba70650474f0796ede1

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

Resolution
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=sha256:6a376283be23540ebe874a05266e7946ff24c7a421190c1b92cb6e2d2b9863de

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

Resolution
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=sha256:77e32d4af5103fa71992387b526d328d246f676ccfb8c100b34cc899dc0a4b14

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

Resolution
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=sha256:38591b5e758cca35ebcc6062d724249b3a4712c30bc7ac48585edf1e7d809e28

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

Resolution
unresolved
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=sha256:482431711bed6aacb2d2a68a4635627ad7e46174a5bdded169acbddb0f440dcf

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

Resolution
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:e908eef258d88354f0f871231ce05340702ee2a2a6f9598b21ddd5a466a939fc

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

Resolution
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:c8e46d2d2302f11dae47d28b9be4fdb2a83882b344c5714414360f3bb1d3c494

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

Resolution
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:a35c721df539ab37ac934d1f145be3a351987874df1d3059f58ba3acd08934cb

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

Resolution
unresolved
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:e553e352ae80c45a2bf2941e100cbe6b87712021a5de78f7288135de90689c08

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

Resolution
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:a5c30dd40320bd080845226d61f8b50e437d9d16d7995983d0b9341936f939f4

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

Resolution
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=sha256:368a123b93db98116931b90d3eb88e68a9189f946cc5404b10adb93e8f7ea9bc

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

Resolution
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=sha256:48d93452363f307308ec2f853e7ead7c1ebab1d45253a42822369b1bbf5163f7

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

Resolution
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 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-02T14:34:26.014536Z digest=sha256:351c7998bace1a435969bb2fb34bf2fd49753dea10ef13496a1ec3e9ce2970b9

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

Resolution
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:d8cee4a027ab125710a79af89364c6b9c178be0853a16ce14b5dbc1c45747307

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

Resolution
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=sha256:78fdc0b6ead17647da2d69952618f772ec7e62bcc6dd1dd50ddf6bed673a5d93

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

Resolution
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=sha256:6fc6d163c8e5e8fd251706c970d984d7041d70b2715c622807acd3e66161d495

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

Resolution
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=sha256:3c2401fcf600e6c5c1d29990536c28753703ca5749b86e1f624ff4b339b1bf0d

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

Resolution
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=sha256:7d6a3aabd76fbd0f0059917b870898577ca342c2427b3a0409e9abca937e4a89

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

Resolution
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:a095c32d9af0fc980206e5ef0b2e2056aca294a3107fae65d66e5eb6940883d8

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

Resolution
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=sha256:31a9a1306341b9612648e0bf1d8228e5294c6bb1e37be0777e400a3a8a91c177

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

Resolution
unresolved
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:fec45edbc07b622ceb2124cc120b25997f9ac7fed5e2b03f16c0b4f424daf4e2

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

Resolution
unresolved
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:ca3ab8e7a3304bfd03999ae6f8e51134487e6afc8a547533cf2b05a068db3b05

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=sha256:6a6bfa7dd3a985730807c39b4e5ffa5771a79950b1620a71217f8bd698e2fc02

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:c62c9ed8149fa9adf6300109a9879fa16ebd16cdb76c4aaf93b5a6cff83af6ed

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=sha256:9a68f9f7ca3777958b87be2d41f7a25577409097ca45232d145d01fb2fffd7ae

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:cb6a124e04fc56e7aaefaef07c5655f42256e72187dac8fd2e0eef3f3709bb12

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=sha256:72653081c3361a7dbf7dbc68f329f1fcf4e21c556a15c9b215c94fd2b92987cc

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=sha256:2b0337953377d3e9ae8fbd9eaedc57b8961d17e0cd67aaa4ad1501ecc80a4f15

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=sha256:79c2157255eab7ae646baf3c9331de55456b3d7e3ea1409b42aba8235330ebc5

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=sha256:9c3b3af8520a7b48398ee3c1d485854afb1b88d9df73c0b28c967d1cabbe6ddf

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=sha256:53bc7efb89ecf3475e71a452a9ca9c89e4b4769a39b4ac593ee88849ee1af71a

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:e98ab2a39174bab4c14e3f0ef1985f65a42053473337d22865d2b1a5b39dd703

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:d2ab14b16bb1daf90d1ac4d92217dd158f98236e5ab583e290c73ab602ba1df8

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:c5a769472ac7c3fbc3e1674c95beddb31fef0de1d004cacdd984e91447f34a9b

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=sha256:180ee13e91f7caaafcb782d8ba8562b5b68d6281acba43dfcf0c0b8a710f669e

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=sha256:3cb72185e0f951df428ac1d37b53a9c3d26b7ee9e13f8fc1fe7f921eb321ca5c

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=sha256:9e16883daa5aa1a7ae7d7bd396d7b842d3a37a689ef7e52e7fad9a322fe17fdb

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=sha256:2db1d95158261707d212702eeef83594f55cd05253eb51150fbbc6680ad9df58

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=sha256:4d5b3882d0c42f9da8311cb5082d2f91739718c060b2e143185c6a699424769d

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=sha256:92cf3c6a94f6b5a9b04c994d7c1eb4e05d9367078cec90b59de66c67d0feaf78

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:d167254c7341493a3ca185e7a560a678c2c292f026d7c88ba92007e959f60790

Pith citing papers

No inbound Pith citation observations are available.