Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:56:23.808635Z
Paper Citation Record · LEDGER
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding
As of 18 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 0 inbound Pith citation observations for arXiv:2504.19459.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
88 of 88 outbound references displayed
- verified exact1
- verified fuzzy1
- unresolved86
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0be888a1-dd32-4758-a3d6-c4f79ed87e9f · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.438518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 267e80d7-4c8c-4d61-bdc3-01cb4804af48 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.448556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c193859-6e7b-4a6a-ad54-29dd1aae3c33 · outbound
This paper cites Can LLMs Replace Manual Annotation of Software Engineering Artifacts?.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Can LLMs Replace Manual Annotation of Software Engineering Artifacts?
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.452926Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edf29afc-f97f-43e4-b8bd-70e0c08ba6ea · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.457535Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98c07b08-ec10-4c14-a93a-4599a0fd8203 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.461677Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0ddd939-6c18-473b-9753-e785275e39a8 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.465924Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66be6683-ebf0-4e42-91dd-b13f10b47d51 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 7
- Resolution
- verified exact
- doi, observed 2026-08-16T05:56:23.844146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ec43af58-d8df-4162-a16f-16248254001f · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.474841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2fff68b-93c2-497f-9333-da749fd5af6f · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.479015Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f085255-e85b-4df7-9c4d-ad13b5e7be93 · outbound
This paper cites Universal Sentence Encoder.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Universal Sentence Encoder
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.483415Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 603dc3bd-96e0-4100-bc8e-0ffa1a29243f · outbound
This paper cites Evaluating Large Language Models Trained on Code.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Evaluating Large Language Models Trained on Code
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.487925Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1ad700f-ab58-4108-8973-911621d385d5 · outbound
This paper cites Supervised Learning of Universal Sentence Representations from Natural Language Inference Data.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.492032Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1292689c-a36c-4692-b425-d861e4fbfb17 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.496261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eef39847-769e-4bae-924a-a0b453f441fb · outbound
This paper cites A Survey on In-context Learning.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding A Survey on In-context Learning
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.500319Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eac6cb55-9849-4779-a348-0e6dc3a75810 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.801930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5ef3dcdb-5d49-46f1-894f-f13bd064c860 · outbound
This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.508624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df500399-8977-4540-9d51-65b5c5b0ff7b · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.788761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation df354b5c-5041-4f6c-aa9f-a3cfc4e32ad6 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.775927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c4fe657d-0a08-44d3-8768-f219cb081fe1 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.762726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6b713bf2-b74e-4e0f-9cda-ac02f97a8435 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.524677Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6171bf6-dda6-4a60-acaa-815bf0bca808 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.740332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 56e920d6-535b-4b44-9abe-05d19f69baa1 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.533007Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9735b79-430c-4a58-bee9-4c8498594984 · outbound
This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding GraphCodeBERT: Pre-training Code Representations with Data Flow
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.537204Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3107b1ae-eed2-4dd2-b239-1ffba5319979 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.718303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5a0f8da7-bdcc-4a40-912f-1c0316390174 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.705290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation abec669e-677f-4790-acd5-7845062d2d23 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.692147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3b7341b8-00da-4ef1-8cdb-db62c134c01e · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.678697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 91a50269-9089-4a4e-a599-98a2c462e70e · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.557492Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 751a7695-438a-4db7-807c-079be0713c1e · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.561480Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa58f601-6f08-47bc-b2b3-cd583c35c701 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.648191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 92f10961-c884-4716-83fa-574ae8acf9b0 · outbound
This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.569292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b13a0a4e-c8c1-41c0-a4ff-46bdf9c647f1 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.573410Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd61db46-238a-4d89-a5ef-1aa15d09de8e · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.577289Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8d288ce-aa87-4401-93d2-d27ffe78f5b6 · outbound
This paper cites Using LLMs in Software Requirements Specifications: An Empirical Evaluation.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Using LLMs in Software Requirements Specifications: An Empirical Evaluation
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.581619Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99c580f2-fe96-45c1-a6b9-f4881469fa2b · outbound
This paper cites LLMs as Evaluators: A Novel Approach to Evaluate Bug Report Summarization.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding LLMs as Evaluators: A Novel Approach to Evaluate Bug Report Summarization
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.585999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05b82d95-40c5-48de-a38d-957504dbef38 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.617820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e3fa0489-234d-4470-adea-87c93931f8a8 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.594353Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2656aed-74a1-4f5e-92c2-a38bf9f97336 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.598661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a0cfa38-fe93-45bb-ab27-951fdc08974a · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.587640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cd0098d5-dee0-4a61-9e9b-c41bad5e37c3 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.606323Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9651758-ca48-45b0-a040-fc4d5e8fc1bb · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.565147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c9b10304-b750-46f4-85b1-cae44deac5aa · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.550275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b67b5423-e5c8-4a9b-b545-e9c29497baea · outbound
This paper cites LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.618873Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08e2063b-586c-4567-a8a7-07b380492cef · outbound
This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.623002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82885653-10d7-45d1-95a7-bd6d771a6b9f · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.536828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f472ef21-dd26-4cfc-9b51-373d217cca03 · outbound
This paper cites Effective Approaches to Attention-based Neural Machine Translation.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Effective Approaches to Attention-based Neural Machine Translation
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.631652Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c3b96bc-4273-4df8-ba94-6a111898830d · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.636101Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00db2a9f-1609-4ba4-a31e-9889be2f69e0 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.640718Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b8953d9-0b16-4f34-a90b-5cf7cbc2fe2d · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.507199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 04a375f7-6f6e-473d-9e4b-14145ccc52e0 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.493987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 24b35a28-3fb8-4cbd-a600-eb11e5036f75 · outbound
This paper cites 1989.Introduction to the practice of statistics.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding 1989.Introduction to the practice of statistics
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T05:56:24.481182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 960f473a-e4e9-4a6f-964c-b5cadd2cb903 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.468472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4c83bd08-1d21-4082-b05e-ac1c531cde26 · outbound
This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.662456Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b519e547-cd5c-44ce-95b6-446d076111b8 · outbound
This paper cites An Empirical Study of the Non-determinism of ChatGPT in Code Generation.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding An Empirical Study of the Non-determinism of ChatGPT in Code Generation
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.666478Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03240e4c-7497-480c-98ee-81ee74970559 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.670584Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4ab426c-ce51-41f0-a64e-6854d17023b9 · outbound
This paper cites Reasoning with Language Model Prompting: A Survey.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Reasoning with Language Model Prompting: A Survey
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.674718Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d54eedb2-b7d2-471e-8b71-81bac8ce847f · outbound
This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.679032Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 521b4336-2831-4237-babd-6287437e4e40 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.683353Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3785f67f-48ed-408f-bb4a-dac5841d77af · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.439183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8d5ebdcd-094e-48c8-80ac-4e2109e653d3 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.425314Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 09b923e9-c880-4cbd-b7ee-b6955ac00386 · outbound
This paper cites Code Llama: Open Foundation Models for Code.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Code Llama: Open Foundation Models for Code
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.695404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2a2162f-48be-4b46-b79d-bcf29da6deb0 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.699500Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8537e31f-55c0-429d-8222-5c72540d2241 · outbound
This paper cites Language Models are Multilingual Chain-of-Thought Reasoners.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Language Models are Multilingual Chain-of-Thought Reasoners
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.703911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e434dba-8ed5-4ab7-8286-e1559a5b1ad4 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.403960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d2b32ff0-6d2b-415e-b031-64030ee11b66 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.712742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e7ab0d2-61a4-40c1-a056-cd276f932b50 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.382143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eed089c9-3afb-40a1-8676-ca7ec84f0bcd · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.368991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f02d9256-89b0-42db-a1eb-d9863ee8a8ac · outbound
This paper cites Sequence to Sequence Learning with Neural Networks.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Sequence to Sequence Learning with Neural Networks
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.725861Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f55dbd2-54bb-48be-af00-9723c3c34f95 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.355836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bca10809-0148-4388-a051-91f5f46e822f · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.342350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a046e6c7-658e-4f0d-8353-24eb42fd4938 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.738199Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fedad9a0-7da4-4d67-86ca-5e19f33e5cd8 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.742301Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39483046-5773-4e8d-9255-7fbbe9b1a537 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.746268Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae4932e1-c657-4302-97db-9b7df1eaa458 · outbound
This paper cites Is ChatGPT a Good NLG Evaluator? A Preliminary Study.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Is ChatGPT a Good NLG Evaluator? A Preliminary Study
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.750469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 957bada8-4b4a-4293-b0f7-c3477f7ecdf6 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.754703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a66635fd-5767-4d49-87d8-ebc666dc2cc6 · outbound
This paper cites CodeT5+: Open Code Large Language Models for Code Understanding and Generation.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding CodeT5+: Open Code Large Language Models for Code Understanding and Generation
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.758761Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 843b847b-839d-43c3-9def-e0abc8481a4a · outbound
This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.763491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e6076bb-663a-4e29-9465-9d9970f614b8 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.295410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a7090e45-e69a-4c76-a8fd-435c63fa28b3 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.773196Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1f4e884-eee8-4cba-9dce-f2de481eed05 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.274031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0e6845cf-8bd7-4310-b6a8-9d2d244f04ae · outbound
This paper cites Can Large Language Models Serve as Evaluators for Code Summarization?.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Can Large Language Models Serve as Evaluators for Code Summarization?
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.781576Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0598c52-1163-44df-b4ba-72631138be82 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.260780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6da8950e-6341-4c63-947c-a9a4f810c89d · outbound
This paper cites Conversational Automated Program Repair.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Conversational Automated Program Repair
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.790758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aeb82df-3646-41b9-9df1-5d26e6ab8f15 · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.247827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3bee465f-0d39-4dae-ac3a-75258cdbb63a · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.799652Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 064c3422-55f6-4a8e-bad5-3e75fb8628ed · outbound
This paper cites an unresolved cited work.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T05:56:24.226254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0200cf2e-2279-4ac8-98b2-680a81532118 · outbound
This paper cites BERTScore: Evaluating Text Generation with BERT.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding BERTScore: Evaluating Text Generation with BERT
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.808635Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d15b939-a100-4896-9f24-22b5e8b39caa · outbound
This paper cites Unified Pre-training for Program Understanding and Generation.
Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding Unified Pre-training for Program Understanding and Generation
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T05:56:23.443662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.