LLMCup: Ranking-Enhanced Comment Updating with LLMs | Paper Citation Record

Observation 8fa56023-b82c-4b50-a11a-2e364d4eca2b · outbound

This paper cites Software documentation: The practi- tioners’ perspective,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Software documentation: The practi- tioners’ perspective,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.665668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ecf96a1e-2c7f-4e45-8c8f-853fbaeee8e3 · outbound

This paper cites A human study of comprehension and code sum- marization,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs A human study of comprehension and code sum- marization,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.646773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2223ee5c-d82f-44bb-861c-3971a1658dca · outbound

This paper cites Understanding source code comments at large-scale,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Understanding source code comments at large-scale,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.633785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 96732c60-e225-4f7e-9f2f-286362c02c68 · outbound

This paper cites Using traceability links to recommend adaptive changes for documentation evolution,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Using traceability links to recommend adaptive changes for documentation evolution,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.619608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dd63a83d-d81f-47e4-936a-b1d260fd0b36 · outbound

This paper cites Large language models are few-shot summarizers: Multi-intent comment generation via in-context learning,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Large language models are few-shot summarizers: Multi-intent comment generation via in-context learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.607487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 630d30bc-2203-4217-9210-db970472f0f5 · outbound

This paper cites Automated comment update: How far are we?.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Automated comment update: How far are we?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.596204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7d4f60ad-82ed-4636-a6b5-6d71d148acd5 · outbound

This paper cites Automating just-in-time comment updating,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Automating just-in-time comment updating,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.578967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 057de0a2-a0d8-48b4-9f1c-a0f925420254 · outbound

This paper cites How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation.

LLMCup: Ranking-Enhanced Comment Updating with LLMs How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.268546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa52b37-805d-4ca0-8c90-96de86d6d7e2 · outbound

This paper cites Lamner: code comment generation using character language model and named entity recognition,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Lamner: code comment generation using character language model and named entity recognition,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.568718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b57e28b-66be-4fe9-acf3-7864eeea19db · outbound

This paper cites Few-shot training llms for project-specific code-summarization,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Few-shot training llms for project-specific code-summarization,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.557859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac4c8b58-a7e5-4d17-accc-af075d521346 · outbound

This paper cites Source code summarization in the era of large language models,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Source code summarization in the era of large language models,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.548430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8edb5f31-433c-490a-92a7-2e49000b28e0 · outbound

This paper cites Palm: Scaling language modeling with pathways,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Palm: Scaling language modeling with pathways,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.538891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 99434c18-78a6-4c42-af32-86b5eb2abded · outbound

This paper cites Emergent Abilities of Large Language Models.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Emergent Abilities of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.320291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0236c077-30a1-403d-8805-329058bd1e06 · outbound

This paper cites Mistral 7B.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Mistral 7B

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.324263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74ff57c7-988d-4879-8a1a-4999167ea8b0 · outbound

This paper cites Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.328528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52caf5a4-d5b0-4c1a-a26a-b56b770b6b0a · outbound

This paper cites Evaluating Large Language Models Trained on Code.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Evaluating Large Language Models Trained on Code

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.332385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e01bc3e-4013-4ef9-99f4-1bd09162f3a2 · outbound

This paper cites Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.336439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80c3a426-4a53-456e-85a8-a73d202fcffa · outbound

This paper cites An extensive study on pre-trained models for program understanding and generation,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs An extensive study on pre-trained models for program understanding and generation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.530413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4f6943a8-ebac-41b9-8204-0c5e37975662 · outbound

This paper cites ClarifyGPT: Empowering LLM-based Code Generation with Intention Clarification.

LLMCup: Ranking-Enhanced Comment Updating with LLMs ClarifyGPT: Empowering LLM-based Code Generation with Intention Clarification

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.344485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe410d96-f086-430e-bdb4-978e9e01088c · outbound

This paper cites Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.348487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 189fc815-21c3-4bda-a7df-94e5ae14635f · outbound

This paper cites Fuzz4all: Universal fuzzing with large language models,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Fuzz4all: Universal fuzzing with large language models,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.521484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d755543-fd3f-4ecb-9b1d-3f03238241bd · outbound

This paper cites Learning loop invariants for program verification,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Learning loop invariants for program verification,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.512612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 67b70bc6-80e1-4160-a6b9-51e39bc206e6 · outbound

This paper cites Can chatgpt support software verification?.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Can chatgpt support software verification?

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.493537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f1140918-a5ec-451e-b273-0dd433b74822 · outbound

This paper cites Hello gpt-4o,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Hello gpt-4o,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.482754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 53c1c4ed-8ab7-44b6-9f93-ba72fb532660 · outbound

This paper cites The official meta llama 3 github site,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs The official meta llama 3 github site,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.473767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8cadaed0-87cf-4b15-9d9d-c3fdc03efe38 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Code Llama: Open Foundation Models for Code

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.380965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 227026d9-4785-42df-abed-e679e9a1ac95 · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

LLMCup: Ranking-Enhanced Comment Updating with LLMs DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.384632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef56046e-422f-4939-9f69-72bccd79cf1d · outbound

This paper cites Gemma: Open weights llm from google deepmind,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Gemma: Open weights llm from google deepmind,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.449764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7529c894-064f-46f1-beca-1b593a83d846 · outbound

This paper cites Examining the evolution of code comments in postgresql,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Examining the evolution of code comments in postgresql,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.438695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 651729c7-f4f5-4c0a-8358-616701184a50 · outbound

This paper cites Hatcup: Hybrid analysis and attention based just-in-time comment updating,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Hatcup: Hybrid analysis and attention based just-in-time comment updating,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.423975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b7018f9d-8a5a-4232-9a84-e7e9a603aaba · outbound

This paper cites Deep just-in-time consistent com- ment update via source code changes,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Deep just-in-time consistent com- ment update via source code changes,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.414243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dea758ce-8b19-4da3-b129-c29d45d0b76e · outbound

This paper cites On the use of automated text summarization techniques for summarizing source code,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs On the use of automated text summarization techniques for summarizing source code,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.405691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9508923c-05d4-416e-8a33-df78532b752c · outbound

This paper cites Evaluating source code summarization techniques: Replication and expansion,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Evaluating source code summarization techniques: Replication and expansion,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.397316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bc828a24-a228-4959-b0d8-1ab38dc7d6aa · outbound

This paper cites Supporting program com- prehension with source code summarization,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Supporting program com- prehension with source code summarization,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.381928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c2cabb12-000b-4042-824d-96d954442853 · outbound

This paper cites Towards automatically generating summary comments for java methods,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Towards automatically generating summary comments for java methods,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.372293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 728ed678-42d5-4e6f-8747-25404ae077a2 · outbound

This paper cites Clocom: Mining existing source code for automatic comment generation,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Clocom: Mining existing source code for automatic comment generation,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.361667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82814ed2-3150-45a4-8695-a6cc34e43bee · outbound

This paper cites Extracting code segments and their descriptions from research articles,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Extracting code segments and their descriptions from research articles,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.350600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c02609b3-a98e-48db-a86b-ddf6a98de966 · outbound

This paper cites Automatically generating commit messages from diffs using neural machine translation,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Automatically generating commit messages from diffs using neural machine translation,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.340033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4033712e-602c-4dce-9d01-9815c364663c · outbound

This paper cites Autocomment: Mining question and answer sites for automatic comment generation,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Autocomment: Mining question and answer sites for automatic comment generation,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.325582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c6a3d772-e688-42b9-8e14-0d180e74614b · outbound

This paper cites Codeattention: translating source code to comments by exploiting the code constructs,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Codeattention: translating source code to comments by exploiting the code constructs,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.312175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 33b10fe8-f4e2-4ad7-9b60-da7358d9641c · outbound

This paper cites Summarizing source code using a neural attention model,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Summarizing source code using a neural attention model,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.286011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 21f5b9a7-458d-4442-b397-07bbfb6302f1 · outbound

This paper cites Automatically gen- erating natural language descriptions for object-related statement se- quences,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Automatically gen- erating natural language descriptions for object-related statement se- quences,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.268513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 34eb0116-5dab-428d-8c67-1e95a8382d6e · outbound

This paper cites Cider: Consensus-based image description evaluation,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Cider: Consensus-based image description evaluation,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.257317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 803f5dab-0402-49dd-b416-122995533e48 · outbound

This paper cites Im- proving automatic source code summarization via deep reinforcement learning,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Im- proving automatic source code summarization via deep reinforcement learning,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.245542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 909fe73e-2b7d-4565-a08d-546c45cfc417 · outbound

This paper cites On the properties of neural machine translation: Encoder–decoder approaches,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs On the properties of neural machine translation: Encoder–decoder approaches,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.233710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b537a72-d5be-48a1-9948-66a3e253bfb2 · outbound

This paper cites How do professional developers comprehend software?.

LLMCup: Ranking-Enhanced Comment Updating with LLMs How do professional developers comprehend software?

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.223094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cfbf13b2-b3d6-43f7-a40b-fa11b2e9ae3f · outbound

This paper cites A Convolutional Attention Network for Extreme Summarization of Source Code.

LLMCup: Ranking-Enhanced Comment Updating with LLMs A Convolutional Attention Network for Extreme Summarization of Source Code

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.457460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0ffd0d3-3142-4958-8222-88a7abccce8a · outbound

This paper cites /icomment: bugs or bad comments?/,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs /*icomment: bugs or bad comments?*/,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.212460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 593d3c32-545c-49e7-afdb-449de0581c5f · outbound

This paper cites Automatic quality assessment of source code comments: The javadocminer,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Automatic quality assessment of source code comments: The javadocminer,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.200387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 30ccaf3a-6c3f-44cf-91db-266eade40bd2 · outbound

This paper cites @tcomment: Testing javadoc comments to detect comment-code inconsistencies,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs @tcomment: Testing javadoc comments to detect comment-code inconsistencies,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.185339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1adab188-aa84-4edc-a33a-5c24e40c24f7 · outbound

This paper cites Detecting fragile comments,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Detecting fragile comments,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.174622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bbf16b1e-e557-4cf3-a1f4-47727a95cc7c · outbound

This paper cites Android studio,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Android studio,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.163478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ccfa1e4-8bb4-4adf-b9ae-7f6a7e44f503 · outbound

This paper cites Xinyu: An efficient llm-based system for commentary generation,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Xinyu: An efficient llm-based system for commentary generation,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.150633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0dcf8a5d-66f4-4b4e-8d3e-714331c1af3b · outbound

This paper cites Detecting code comment inconsistencies using llm and program analysis,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Detecting code comment inconsistencies using llm and program analysis,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.141422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3fc6b826-41c2-4c67-800e-3ccf24057073 · outbound

This paper cites Chatunitest: A framework for llm-based test generation,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Chatunitest: A framework for llm-based test generation,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.129426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 485a302b-65a3-4eb4-bf0b-041d225eada8 · outbound

This paper cites Learning to rank using gradient descent,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Learning to rank using gradient descent,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.116152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ecf8f0b6-49dd-4393-b4a8-301ee70cf139 · outbound

This paper cites Contrastive learning with hard negative samples,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Contrastive learning with hard negative samples,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.102547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2a75379e-7bef-477d-b7a4-68f49c396232 · outbound

This paper cites Approximate nearest neighbor negative contrastive learning for dense text retrieval,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Approximate nearest neighbor negative contrastive learning for dense text retrieval,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.085710Z

Source-reported events for the cited work

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Observation 9e1a05d3-f18e-486c-a1a8-9ded85c1d4bd · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.503748Z

Source-reported events for the cited work

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Observation 05ef7332-66ea-4cbf-ad4f-a49f8e522cf4 · outbound

This paper cites Rethinking the role of demonstrations: What makes in-context learning work?.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Rethinking the role of demonstrations: What makes in-context learning work?

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.073752Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b0acf44-57aa-40b6-9c06-6caad31cda2f · outbound

This paper cites Retrieval-based prompt se- lection for code-related few-shot learning,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Retrieval-based prompt se- lection for code-related few-shot learning,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.054859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 097f30b4-be34-4d1d-bae1-90d231f33b53 · outbound

This paper cites Learning to retrieve prompts for in-context learning,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Learning to retrieve prompts for in-context learning,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.040958Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 984cb804-83f6-4cf4-b453-d01007cdede1 · outbound

This paper cites Retrieval-based prompt se- lection for code-related few-shot learning,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Retrieval-based prompt se- lection for code-related few-shot learning,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.516807Z

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Observation 94691353-bc24-4098-9958-55221c23354c · outbound

This paper cites CodeBERT: A pre-trained model for programming and natural languages,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs CodeBERT: A pre-trained model for programming and natural languages,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.010685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df80cef6-45d7-45bc-80e0-32ad0a4c2e51 · outbound

This paper cites Available: https://docs.python.org/3/library/difflib.html.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Available: https://docs.python.org/3/library/difflib.html

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.991341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c549df4e-5e71-4785-835b-ed2358bf947c · outbound

This paper cites Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.532315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 122b7421-2f66-408f-8614-eb45f18f9f8d · outbound

This paper cites Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.535253Z

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Observation 6e93d5ca-6d61-4cee-848f-44c3ce3f80a8 · outbound

This paper cites Adapting deep ranknet for personalized search,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Adapting deep ranknet for personalized search,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.977137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9d380eb6-10ce-4569-85cc-cecdc4ecda39 · outbound

This paper cites Ensemble network for ranking im- ages based on visual appeal,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Ensemble network for ranking im- ages based on visual appeal,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.958004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1bc6983e-483a-4bf9-8ff8-30c75553b50d · outbound

This paper cites A large-scale empirical study on code-comment inconsistencies,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs A large-scale empirical study on code-comment inconsistencies,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.938122Z

Source-reported events for the cited work

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Observation dad0866c-51a5-4e06-94dc-b92c3fa002ca · outbound

This paper cites Qwen2.5-Coder Technical Report.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Qwen2.5-Coder Technical Report

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.547623Z

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Unavailable: canonical work link unavailable.

Observation 074bc9dc-2faa-4bb9-8fe6-10ac1c7fffe5 · outbound

This paper cites On the use of automated text summarization techniques for summarizing source code,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs On the use of automated text summarization techniques for summarizing source code,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.911973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2df66ada-d2d8-45ef-88f5-05447a346bdf · outbound

This paper cites Deep code comment generation,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Deep code comment generation,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.892452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5a903bf1-2074-454b-89ac-db3f133fc579 · outbound

This paper cites Summarizing source code using a neural attention model,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Summarizing source code using a neural attention model,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.872105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e2fde129-a664-430a-aaa1-b06cc79342ea · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Bleu: a method for automatic evaluation of machine translation,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.852040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7e7b90e3-1682-44b7-9ad0-7d46b2a2d9c8 · outbound

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LLMCup: Ranking-Enhanced Comment Updating with LLMs Meteor: An automatic metric for mt evalua- tion with improved correlation with human judgments,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.841924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4a42ebcd-8c3d-4881-9d02-fd3a2c7c0bdd · outbound

This paper cites Rouge: A package for automatic evaluation of summaries,.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Rouge: A package for automatic evaluation of summaries,

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.568508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e040aad7-9005-4cc8-b4dc-83e873f3e499 · outbound

This paper cites A technique for the measurement of attitudes.

LLMCup: Ranking-Enhanced Comment Updating with LLMs A technique for the measurement of attitudes

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:58.805484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 30519476-7db1-4781-a89a-569b7fbf3961 · outbound

This paper cites Available: https://github.com/meta-llama/llama3.

LLMCup: Ranking-Enhanced Comment Updating with LLMs Available: https://github.com/meta-llama/llama3

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:19:59.461784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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