Paper Citation Record · LEDGER

Modeling Code: Is Text All You Need?

As of 9 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.11467.

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

pith.paper-citation-record.v1
2507.11467 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:11:49.967637Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

27 of 27 outbound references displayed

verified exact2
verified fuzzy9
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10957003-eb06-4774-8c7f-3fe87c900639 · outbound

This paper cites write newline.

Modeling Code: Is Text All You Need? write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:47.872644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c996e90d-2201-4602-9001-16f71d06d14e · outbound

This paper cites URL https://samate.nist.gov/SRD/testsuite.php.

Modeling Code: Is Text All You Need? URL https://samate.nist.gov/SRD/testsuite.php

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:11:53.424437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 57e456e3-3f22-4446-9ba8-cc0cc43b021a · outbound

This paper cites Learning to represent programs with graphs.

Modeling Code: Is Text All You Need? Learning to represent programs with graphs

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:11:53.194334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cdcddcbd-6d0d-4b64-a3fa-05d3fa9fab90 · outbound

This paper cites Context-aware Prompt Tuning: Advancing In-Context Learning with Adversarial Methods.

Modeling Code: Is Text All You Need? Context-aware Prompt Tuning: Advancing In-Context Learning with Adversarial Methods

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:11:51.053699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation befbd41d-1991-4a41-bfa6-35e7eb9d5cf6 · outbound

This paper cites V., Ben-Nun, T., Hoefler, T., O'Boyle, M.

Modeling Code: Is Text All You Need? V., Ben-Nun, T., Hoefler, T., O'Boyle, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:11:52.928824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dd8a4f4d-350d-428d-a502-d3525614938c · outbound

This paper cites Talk like a Graph: Encoding Graphs for Large Language Models.

Modeling Code: Is Text All You Need? Talk like a Graph: Encoding Graphs for Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:48.190207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 366909bf-bf1d-4313-8bcd-e94a846b1844 · outbound

This paper cites R., Lee, G.

Modeling Code: Is Text All You Need? R., Lee, G

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:48.269147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2567f124-c3d2-4542-ba51-b8981d4145b5 · outbound

This paper cites S., Diaz, J.

Modeling Code: Is Text All You Need? S., Diaz, J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:11:52.708242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bacef916-8ff8-4e01-95d2-ff7010fa51bb · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

Modeling Code: Is Text All You Need? GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:48.394215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 740865a4-29fc-44c4-bada-566f6c391653 · outbound

This paper cites UniXcoder: Unified Cross-Modal Pre-training for Code Representation.

Modeling Code: Is Text All You Need? UniXcoder: Unified Cross-Modal Pre-training for Code Representation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:48.445108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c004954-587f-4d65-9462-90d2146fadf5 · outbound

This paper cites T., Mahmud, Q.

Modeling Code: Is Text All You Need? T., Mahmud, Q

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:11:52.481218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a58ecb4e-27f0-4b31-b7f7-6aaa5923688f · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Modeling Code: Is Text All You Need? Semi-Supervised Classification with Graph Convolutional Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:48.602429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f6eb6d-13a4-4392-8a10-5de093ab3c53 · outbound

This paper cites The stack: 3 tb of permissively licensed source code.

Modeling Code: Is Text All You Need? The stack: 3 tb of permissively licensed source code

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:11:52.230588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f594cb4-c8ca-4654-a66d-7d6f632bf0ae · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

Modeling Code: Is Text All You Need? The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:48.743304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 796bf451-8aab-453b-badb-84be74117991 · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Modeling Code: Is Text All You Need? Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:48.856527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96365679-88f0-4b75-b214-5796262c7356 · outbound

This paper cites GPT Understands, Too.

Modeling Code: Is Text All You Need? GPT Understands, Too

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:49.012680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80e1f4c2-0c0d-4ec1-8cbc-df5815a88ff4 · outbound

This paper cites an unresolved cited work.

Modeling Code: Is Text All You Need? Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:49.063472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e867dc-9c0a-4c3f-951c-799ecc3ac643 · outbound

This paper cites Decoupled Weight Decay Regularization.

Modeling Code: Is Text All You Need? Decoupled Weight Decay Regularization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:49.181052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc29476-10d8-4982-b0c4-5ba2db8cfe78 · outbound

This paper cites an unresolved cited work.

Modeling Code: Is Text All You Need? Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:11:52.035900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 517d070f-a585-45bc-bf14-663badd13182 · outbound

This paper cites Convolutional neural networks over tree structures for programming language processing.

Modeling Code: Is Text All You Need? Convolutional neural networks over tree structures for programming language processing

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:11:51.821428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5fe0e4c9-87b5-422f-ac97-578ba9fab731 · outbound

This paper cites Convolutional neural networks over tree structures for programming language processing.

Modeling Code: Is Text All You Need? Convolutional neural networks over tree structures for programming language processing

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:11:51.559355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9e6b5842-791e-4434-8546-006d186f1d84 · outbound

This paper cites H., Xie, Z., Rajaram, A., and Bhatele, A.

Modeling Code: Is Text All You Need? H., Xie, Z., Rajaram, A., and Bhatele, A

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:11:51.285798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b8543662-043c-4386-be38-5708e8af7c6f · outbound

This paper cites GPT-4o System Card.

Modeling Code: Is Text All You Need? GPT-4o System Card

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:49.638603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cfd3b10-90ab-49f1-afad-68cd4ae14c57 · outbound

This paper cites Let Your Graph Do the Talking: Encoding Structured Data for LLMs.

Modeling Code: Is Text All You Need? Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:49.719008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb7b030f-4391-48f0-b508-63eb548c35d4 · outbound

This paper cites Dataflow analysis-inspired deep learning for efficient vulnerability detection.

Modeling Code: Is Text All You Need? Dataflow analysis-inspired deep learning for efficient vulnerability detection

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:49.806122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed528fef-9cfc-46a1-b458-06a3d08837fd · outbound

This paper cites Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning.

Modeling Code: Is Text All You Need? Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:11:50.225066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 12c34bac-d73d-488e-8a6e-6abf33225dc4 · outbound

This paper cites Magicoder: Empowering Code Generation with OSS-Instruct.

Modeling Code: Is Text All You Need? Magicoder: Empowering Code Generation with OSS-Instruct

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:49.967637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.