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Paper Citation Record · LEDGER

Breaking the Myth: Can Small Models Infer Postconditions Too?

As of 18 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2507.10182.

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

pith.paper-citation-record.v1
2507.10182 v1

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:41:43.821886Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

81 of 81 outbound references displayed

  • verified exact0
  • verified fuzzy8
  • unresolved73
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0cfab276-623f-4ac9-a14a-fb636cd4c9c6 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:41.889311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f312f2fd-44f8-487b-a850-46a7ca56ff50 · outbound

This paper cites Critique-out-Loud Reward Models.

Breaking the Myth: Can Small Models Infer Postconditions Too? Critique-out-Loud Reward Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:41.971957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:41.971957Z digest=sha256:00b992798510e8d1d8c03c117ac4120addce4a31cb2b0672a40eda9c12d57968

Observation b2c1ac3d-84f9-4854-a68b-4af3ffbe1fb5 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:45.210592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 2d4ab379-16ce-4f2e-a8d0-b3455325adcf · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:45.194308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.190478Z digest=sha256:e43b8c704ea2708a09fe3c19bb5d3dc4cadd290e5f333da1ce69e2409b8c4293

Observation 1a8e0f10-08dd-4169-965e-8768062ec710 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:45.177868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.343746Z digest=sha256:ffa531c48f838b7ebdb1c212d7d4c673c125042b04d75b67bf43d1dca8579fac

Observation f5ff1b5d-3619-4520-aad1-4b1e72e6f4b8 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:45.161390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.454497Z digest=sha256:e43a72185184c3d692efc44bce3bae19538fdf3532b1ddf6abd4d40cf4c2681d

Observation 2efabcb6-cea8-4202-8e2d-a9fcb7ec05f8 · outbound

This paper cites KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection.

Breaking the Myth: Can Small Models Infer Postconditions Too? KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.570998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.570998Z digest=sha256:6a1b9cf10eff940017c5ac27bbb030341acb819b7407028d3338f459d9b3207b

Observation cf03f956-857d-49c8-a347-de605c6e3bb8 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:45.146601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.713406Z digest=sha256:41acee833cc99e0470dc59a179a6f627c92014647cc4f2735dcd43e3186e4b4b

Observation ed18becd-43be-4770-90ae-020635c4ee95 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:45.129852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.722094Z digest=sha256:f04208e702bc9db85ce76d3e1403fcedb818c733a2880c40cc6e9e63ac53ba22

Observation 15f0ee51-ad2a-4705-8b98-398edbd29fb4 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 10

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 606cf67f-3846-4448-8f5a-9353ce44e412 · outbound

This paper cites Do Membership Inference Attacks Work on Large Language Models?.

Breaking the Myth: Can Small Models Infer Postconditions Too? Do Membership Inference Attacks Work on Large Language Models?

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.827941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.827941Z digest=sha256:d386b40c89532906a86a4abb5f4641e92038e2a1679083b57559b8b337e7303c

Observation f03a7e85-56f6-4bca-9325-baad0708d097 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.840304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.840304Z digest=sha256:b5bc3777f11c1df6922faa33b95a2f816274d090e88d3dd52941c7b5558dff34

Observation b8617fb7-91cd-4309-968b-d538d66ef4f6 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:45.052931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.849845Z digest=sha256:b612ca33abc987351130ca29d379dbdfe413305ed0f828cafb0c7c585f95ec8d

Observation 8126fe71-9e8c-4776-9525-311a59ed26e9 · outbound

This paper cites Ernst, Jeff H.

Breaking the Myth: Can Small Models Infer Postconditions Too? Ernst, Jeff H

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.854631Z digest=sha256:2af4e82ce4c0184cecd9b3d7258aade119860f7023e42dd1d09b6b39766ecc8f

Observation 9f40efc6-5cf2-4484-ae0d-3a94b030ca01 · outbound

This paper cites Rustan M.

Breaking the Myth: Can Small Models Infer Postconditions Too? Rustan M

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.859157Z digest=sha256:8d065552ad211913bba41853c516f4979e5eeed3f5e939dede14d259ed7c6394

Observation 49062574-fc58-46ed-a442-ccec377dc27e · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.999392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.863493Z digest=sha256:3d391f1342d26cd335a9b16e745f76f2959d87265784b680559a0b9282c30330

Observation 202a8002-0562-41b3-a825-a668b0738939 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.983455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.867831Z digest=sha256:fe90caaa6556450cee3ce4db3f1f9bc8d949241398ec02cdeb71c7e6bddfbabf

Observation 7912d1e4-505a-4f13-acbe-7e72503546f8 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Breaking the Myth: Can Small Models Infer Postconditions Too? DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.872406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.872406Z digest=sha256:f33fa73c2c104ce9e0d34fd0d3abc374b9e7041a66589d2d8b1a9a23c175359a

Observation 4e5d1baf-f041-4526-8120-1216cb96b75e · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.966535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation af61a378-697d-4dd3-9768-d0b1b75bd5be · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.950114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation cdfdf477-ed6e-4ca5-972c-834e76d47229 · outbound

This paper cites GPT-4o System Card.

Breaking the Myth: Can Small Models Infer Postconditions Too? GPT-4o System Card

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.887638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2eaf56ba-57fc-49d2-abe2-b988d5a92d8a · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 22

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.892314Z digest=sha256:65f1fa528224386108c3897b0be89bb9f818c863a8aa28f9aa72c242c1e9b4a3

Observation 1b9ba446-84f3-49fe-bf4b-273e08c375d7 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.923666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 0e514331-b473-4e0e-92cc-e68d6c48232f · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.902242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.902242Z digest=sha256:e43f3dc3a26b5f2a843137086615cd0f8649b6d3daa782c41ed3e2c6db3dab35

Observation 7198e89f-12dd-41d7-aa59-4ad13a602d0a · outbound

This paper cites Generating Symbolic Reasoning Problems with Transformer GANs.

Breaking the Myth: Can Small Models Infer Postconditions Too? Generating Symbolic Reasoning Problems with Transformer GANs

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.907384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.907384Z digest=sha256:015d740ae5484213107fdd03db53f0c126a51d674d6f78f3833fba487d7ef724

Observation 804b7df2-ca05-424f-8fc5-e9c4f6d72b3f · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.897556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 22eed46e-62b9-4e6e-8861-2c44d6426f11 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.882717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation f2636174-8893-492e-b66e-66f132b1b2d7 · outbound

This paper cites StarCoder: may the source be with you!.

Breaking the Myth: Can Small Models Infer Postconditions Too? StarCoder: may the source be with you!

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.925572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.925572Z digest=sha256:474838c46c05d6b14ff8444630bf15dafbd62230a3e3ebab93665fea58fd7228

Observation a0220d8c-b7ef-484c-9bd3-3cfc635748c6 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.852950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 1c47ddd7-899e-4494-ace5-0e1ec8ecc3aa · outbound

This paper cites In Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering.

Breaking the Myth: Can Small Models Infer Postconditions Too? In Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:41:44.868008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.920684Z digest=sha256:e38bfaf41fa2a77647e3a527420653f22da191c00bc67f2060a885a96728e2c7

Observation 5c09277e-9aaf-4d8c-bf0a-b0e5ada24457 · outbound

This paper cites SpecGen: Automated Generation of Formal Program Specifications via Large Language Models.

Breaking the Myth: Can Small Models Infer Postconditions Too? SpecGen: Automated Generation of Formal Program Specifications via Large Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.939165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.939165Z digest=sha256:9d2e42c63cb682eaf8a6805cc788484db9f14842d5a216bdd7d6d4b38e8df3b0

Observation 476ecded-2fe6-4c6f-820e-47b43582a97a · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.836989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 3386e88e-a515-4837-a495-5b0dd2c599e3 · outbound

This paper cites Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding.

Breaking the Myth: Can Small Models Infer Postconditions Too? Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.934272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.934272Z digest=sha256:9fb7824c18574d82226948f893a277fd1e37bd747b266b1cc84dd7cf4a35febc

Observation 081bd0f4-3534-4040-ae4a-fe008163f03c · outbound

This paper cites s1: Simple test-time scaling.

Breaking the Myth: Can Small Models Infer Postconditions Too? s1: Simple test-time scaling

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.952509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.952509Z digest=sha256:464254179a16d756a7abd477e45b4e828031086352af4911f90d71697ca8a4b3

Observation 6354f373-45d7-4ef6-a462-a2b9e1c7baa7 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.807679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 1bcae75d-ddc1-4cca-b7c5-e10da093a46d · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.822566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.947908Z digest=sha256:7593f12a24ca43e276c56f7402368c9eb25da1055e26e7f70adce7319e680b85

Observation a5ee484e-42d5-4353-88c8-7c00f5bcdb2f · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.774946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.967674Z digest=sha256:f68785b689f0713c609431437124168facc20983c244fd5908b4f30217d92b06

Observation a7509b1b-ec89-4728-a3ec-9264fd3c379e · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.760561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.972404Z digest=sha256:8452f92350f698493c809bf18196ac4cb100db291a0a2f8770e14c5604f60c7e

Observation 67504e54-dccb-4ed5-95af-a226e2a3c9fd · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.791461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.962884Z digest=sha256:f796d9bf88519cd6d2a252cfe33cc28c4f7fb74772fad620f26e699bad684538

Observation 9ef59ad0-0201-4756-8069-cf3ca998498a · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.734291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.983146Z digest=sha256:cade2402c74de44d43a709c5ef21a3ebd76bfbdfc324a8c7efe4788a23328df4

Observation df4e04ae-07eb-49c5-86d0-d5e3f70ae07c · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.720296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.988383Z digest=sha256:f64839c32f7c3ad591ba6601c0022a278cfebe725c01b1087b1985cc4925636e

Observation 24182c32-0002-46a7-97d3-fc91869061de · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.747381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.977104Z digest=sha256:4a82a9bf20080cedd497e0e91062d8871cc9f17590c881ae8780e6834af941b0

Observation 4f1c4e80-0514-4299-8173-8148ea60366a · outbound

This paper cites CLN2INV: Learning Loop Invariants with Continuous Logic Networks.

Breaking the Myth: Can Small Models Infer Postconditions Too? CLN2INV: Learning Loop Invariants with Continuous Logic Networks

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:42.997732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:42.997732Z digest=sha256:5e3f999d8cfc5353d55da64ebaea03204d13dda62ade67cb48c964a818430357

Observation aa428704-5f08-4fc6-98f8-c30bf870d5f4 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.688278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.002690Z digest=sha256:f48b8e9517619e9da2826f930400f5453d8a5c695cee059c04ec02d2eac61467

Observation bd113197-617a-460a-bc9c-4e649d9a2c22 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.705921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:42.993237Z digest=sha256:2f428126badb5e3af178085d3901c5ccee0d708cabeeda95c3174b87b1ca7799

Observation 39e729dd-d6e9-4f77-872b-1fafa96cbc72 · outbound

This paper cites Naik, and Le Song.

Breaking the Myth: Can Small Models Infer Postconditions Too? Naik, and Le Song

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:41:44.643947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.027570Z digest=sha256:8e750dd16856ffbbf387453b85c64c9fa470f972b17feb5fe0a9a8ac2a76f2d2

Observation 79abc518-174a-49a5-b579-3010da8d457d · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Breaking the Myth: Can Small Models Infer Postconditions Too? Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.037178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.037178Z digest=sha256:81de836be17e0637f95b32a5c89c549ddb412e9be90fa51e0de4d80a163833f1

Observation 60464d39-96ce-42fe-9778-73074ebdc6cc · outbound

This paper cites Fink, and Marco Pistoia.

Breaking the Myth: Can Small Models Infer Postconditions Too? Fink, and Marco Pistoia

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:41:44.672059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.006979Z digest=sha256:b421c8f2ab7076f160757c8f323aec6bdb766314e2198f76ca6edbe4baab1581

Observation 0d65b189-30f5-496f-adfb-63636b454427 · outbound

This paper cites IEEE Transactions on Software Engineering 34 (2007), 651–666.

Breaking the Myth: Can Small Models Infer Postconditions Too? IEEE Transactions on Software Engineering 34 (2007), 651–666

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:41:44.657862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.015256Z digest=sha256:3ad0186daa03f22bf8e1884b5f487e58fa799fb50b459f5b33e9986fb1af22e2

Observation 3306f1be-f2c9-4ca7-bfd5-ba8c5810bcd2 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.616539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.066847Z digest=sha256:acdf13a9fe4741255d493c3f70b3181b8430b140e7d130d818ec978035c87e66

Observation 4561cd02-471a-452c-aee8-1ead571fa8f1 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.603322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.080001Z digest=sha256:c80c2f908007762b45faeb384ece55c3204b61d8407086e6bf8aef7a0a8206e8

Observation 1741e3b9-a322-4ddd-a771-286a39a637bd · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.630315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.047225Z digest=sha256:ba463c2ae2e692d685b6c62f889ff3eed05a8adce3699bfe23a0afe81e523d72

Observation db617505-0875-4a77-b3af-10d0d4276610 · outbound

This paper cites Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?.

Breaking the Myth: Can Small Models Infer Postconditions Too? Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.057480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.057480Z digest=sha256:99e1121e74ff61f94cafa12a376d32b1aaf6c989da2bd2495a604125c5f72324

Observation dc23f728-a028-406b-86e6-0f278101e775 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.543632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.112295Z digest=sha256:0d0f7a75d3b84e5159e3b0e984cddec39b1ac018e3d0d198a52c3d71f7b5d985

Observation d7526ea4-1388-4e96-af66-e94be06affd3 · outbound

This paper cites Hendryx, Summer Yue, and Hugh Zhang.

Breaking the Myth: Can Small Models Infer Postconditions Too? Hendryx, Summer Yue, and Hugh Zhang

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:41:44.526629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.144822Z digest=sha256:859539fe605d32a2e3709f1beccffa6ab652d6a4b29b299aa057b0931b8f5ecb

Observation c2f1b785-4664-403b-a6c7-1e33311c7a01 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.588624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.090602Z digest=sha256:23bf2e7757f904a593ef7ac79ddce2e5ee98350bc2f831c99ec62becff030132

Observation fdefff27-f8f5-4c38-867e-dd156c4cf7af · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.574100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.100628Z digest=sha256:fabdd3dd4a1922d7b13a04b341daea780dd9877885428cc8a84d5d4b7328c2f2

Observation bffdefc5-372f-4dbe-a03c-3aa5e4d5ae58 · outbound

This paper cites From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models.

Breaking the Myth: Can Small Models Infer Postconditions Too? From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.281934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.281934Z digest=sha256:8ba2d944b8723c6f3b85a625587099e65e3daf60524ed3e690a0f754f1f8e3c9

Observation 542fa2eb-29d6-4a6c-adaf-1b11457366da · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.478420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.317189Z digest=sha256:781ac86e98faeed3e46697187e7ad270942008f9e5b75d213d97df3fa55dec39

Observation 09182334-d589-4982-a990-191006f1d820 · outbound

This paper cites Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models.

Breaking the Myth: Can Small Models Infer Postconditions Too? Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.352563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.352563Z digest=sha256:b3df570781992992c90484286c6de6a08f240fcb7ab800afacbf92b75fa80657

Observation 6ed66dfc-55b2-4565-a3a6-5029b2957133 · outbound

This paper cites Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations.

Breaking the Myth: Can Small Models Infer Postconditions Too? Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.217012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.217012Z digest=sha256:895fc262e3c5ad81e0d029e8ca5da1baefc7bb61b04a0b936d37ac086e92abe1

Observation 63e3d171-480d-47d9-9a4b-a581493aead7 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.493682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.254623Z digest=sha256:cf7e71fdf2ae023fa3018edeaa1dac2e374f4f180b86ff943a6405149f6ae69a

Observation d42f525f-35e5-416c-87b6-e59fa056e231 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.449632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.455421Z digest=sha256:f98a9933d529595c1e09ec50bf61269524c24bdd227a4d11d7f9d32ba1dc04c8

Observation 7d10eb7f-3b22-4f54-a79f-5cf15c460d05 · outbound

This paper cites DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data.

Breaking the Myth: Can Small Models Infer Postconditions Too? DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.492399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.492399Z digest=sha256:4c51a812e6ae13642edce653bb4fa134514d85b9dec31f0b8f8b110e71417faa

Observation a7ad2966-9f11-4313-ab7e-2b9f6d8b9e87 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.434111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.526889Z digest=sha256:ae13abb0c8d94cf151d9a08b74b117e39988a0c17ac761a859948124bd82827e

Observation 3b31dd25-2f9b-4384-9a72-1da5dd78d545 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.464159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.383353Z digest=sha256:c56307ca01fb58f0b0fd044e8ede525722b6bcf248ad1379cf2919b85868dc41

Observation 2ea34bc9-68f2-4ab8-a51a-affa23f0ac38 · outbound

This paper cites How Effective are Large Language Models in Generating Software Specifications?.

Breaking the Myth: Can Small Models Infer Postconditions Too? How Effective are Large Language Models in Generating Software Specifications?

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.419516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.419516Z digest=sha256:293d42c7e86b6c439202ac1c0c329a11f1e4a4d71f07f50497b6995570dd0342

Observation 89d42cbb-b415-45aa-90a3-c6029ff3a8d4 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.417808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.634330Z digest=sha256:079362808d8c81f3fb0f05b0404a8553f7fe4ffa180dcb2397c5ed1ef15f9c5b

Observation fe41c0e7-52c8-4e7f-bc74-b81139934978 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.400630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.670092Z digest=sha256:548f8f6e5128162d72670b21d6fbd4c713dbbca3380d64428ea0192834a68f29

Observation b4546b60-b7c0-48c2-b1e0-bbb0437ac146 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.381008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.704310Z digest=sha256:a029615fbca103e1dd2a960bc414a2ae74983ac8ff670fb192699340125f99a1

Observation f70dad53-0d99-448b-bd5d-4105aabde7a9 · outbound

This paper cites ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates.

Breaking the Myth: Can Small Models Infer Postconditions Too? ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.562669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.562669Z digest=sha256:7ee97f52ee815c64b7ebc3e2ff7fb42eba2ed9407aff678a8296f0d53e6a3903

Observation 385b9e34-d4a9-4db1-94f0-13e0653191e1 · outbound

This paper cites Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation.

Breaking the Myth: Can Small Models Infer Postconditions Too? Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.597810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.597810Z digest=sha256:85d20cbbc5e000645459eb5ca3ae722c8f75946c20e4cb35e75ccfb2ac8300ca

Observation 85a0bcd9-8aa2-4e08-9f36-74dcbabebaf7 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.349263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.797984Z digest=sha256:8f2d76752c094b78ddc8a200226db0650a1f65e5ddd957940867b68745773870

Observation cfe7a05f-3007-4135-be69-7baf2877ce5e · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.331752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.810814Z digest=sha256:92fab3d0becd3c8cf97b5a1cbb3459da544cc62bb611d68ecdb8a217ce39f1a8

Observation d427400e-c4bb-4dea-8bae-656a762dc6bd · outbound

This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.

Breaking the Myth: Can Small Models Infer Postconditions Too? Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.816065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:41:43.816065Z digest=sha256:4e62b07194e03c9fbdcaf26e5cde6603327e3d9248545c8ff7ec3fe50fb16324

Observation 315e0a0a-d7ef-4091-bd05-5f507d35b534 · outbound

This paper cites Planning with Large Language Models for Code Generation.

Breaking the Myth: Can Small Models Infer Postconditions Too? Planning with Large Language Models for Code Generation

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-06T17:41:43.727541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3981e874-8ce2-4a77-b253-8a256f4b69d0 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.364112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 424deec8-e1f8-4310-8353-4622fa0cd489 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:44.315465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.821886Z digest=sha256:f947f3a27a24577d7c4e98d257a591a4b69464332e37f84dad4dd9e4053b169c

Observation 741a044c-e69b-42e1-a36f-9367b84e7051 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 2007

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:45.113889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 77a939a7-3763-402e-ba7b-387d04a56ee5 · outbound

This paper cites an unresolved cited work.

Breaking the Myth: Can Small Models Infer Postconditions Too? Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:41:45.068720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 4a0b392a-5d3a-498e-b50d-52ff6b4bb470 · outbound

This paper cites In The Thirteenth International Conference on Learning Representations.

Breaking the Myth: Can Small Models Infer Postconditions Too? In The Thirteenth International Conference on Learning Representations

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:41:44.511985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T17:41:43.180664Z digest=sha256:e02adda66d179a9568e14427f5675ec96cd2e465d9edb901f7ab78e3c234b7a6

Pith citing papers

No inbound Pith citation observations are available.