Paper Citation Record · LEDGER

Readability-Robust Code Summarization via Meta Curriculum Learning

As of 8 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 3 inbound Pith citation observations for arXiv:2601.05485.

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

pith.paper-citation-record.v1
2601.05485 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:41:14.745213Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T01:36:39.836224Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

60 of 60 outbound references displayed

verified exact0
verified fuzzy0
unresolved60
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b80d743b-0bc3-47be-97da-a4b0fadb055d · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Readability-Robust Code Summarization via Meta Curriculum Learning DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:13.949451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33b0b43a-ca2a-4837-b38d-f70fae37c75a · outbound

This paper cites Qwen2.5-Coder Technical Report.

Readability-Robust Code Summarization via Meta Curriculum Learning Qwen2.5-Coder Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.002527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc00d741-5326-4214-be51-46b950ceae21 · outbound

This paper cites Code needs comments: Enhancing code llms with comment augmentation,.

Readability-Robust Code Summarization via Meta Curriculum Learning Code needs comments: Enhancing code llms with comment augmentation,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.055532Z

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Unavailable: canonical work link unavailable.

Observation 2c917284-abbd-474c-931f-9f3b0ce5b159 · outbound

This paper cites LLM-Assisted Code Cleaning For Training Accurate Code Generators.

Readability-Robust Code Summarization via Meta Curriculum Learning LLM-Assisted Code Cleaning For Training Accurate Code Generators

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.113907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d7c4e10-f2e9-4e2e-a0c1-55b52490cec9 · outbound

This paper cites How do your code llms perform? empowering code instruction tuning with really good data,.

Readability-Robust Code Summarization via Meta Curriculum Learning How do your code llms perform? empowering code instruction tuning with really good data,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.234889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db9cecf-745d-4aa5-bc55-440abecbc0e6 · outbound

This paper cites Do comments follow commenting conventions? a case study in java and python,.

Readability-Robust Code Summarization via Meta Curriculum Learning Do comments follow commenting conventions? a case study in java and python,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.286510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53834ea6-2d7f-4195-addf-b48f547009e3 · outbound

This paper cites Are we building on the rock? on the importance of data preprocessing for code summarization,.

Readability-Robust Code Summarization via Meta Curriculum Learning Are we building on the rock? on the importance of data preprocessing for code summarization,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.393471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67de2762-a9bc-46a7-bc05-42b36d42df48 · outbound

This paper cites Adversarial robustness for code,.

Readability-Robust Code Summarization via Meta Curriculum Learning Adversarial robustness for code,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.555218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4af5c222-77ee-4f35-836b-115b8cb34c35 · outbound

This paper cites Towards generating summaries for lexically confusing code through code erosion.

Readability-Robust Code Summarization via Meta Curriculum Learning Towards generating summaries for lexically confusing code through code erosion

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.612253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8af120d7-6626-40fe-88c4-293f20bdb6cd · outbound

This paper cites How effectively do code language models understand poor-readability code?.

Readability-Robust Code Summarization via Meta Curriculum Learning How effectively do code language models understand poor-readability code?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.630962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7997bfa0-c06f-4fdd-8028-78de856bbf99 · outbound

This paper cites Beyond chat: a framework for llms as human-centered support systems,.

Readability-Robust Code Summarization via Meta Curriculum Learning Beyond chat: a framework for llms as human-centered support systems,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.633183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 661ff4b2-f767-4ea9-883e-002c4059787e · outbound

This paper cites Contrastive Code Representation Learning.

Readability-Robust Code Summarization via Meta Curriculum Learning Contrastive Code Representation Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.635721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ac3269-78e2-4c52-beca-44133a6e7a7d · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Readability-Robust Code Summarization via Meta Curriculum Learning CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.638324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df309ab7-4045-4d85-89fd-06ed9495e311 · outbound

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

Readability-Robust Code Summarization via Meta Curriculum Learning Summarizing source code using a neural attention model,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.640934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca70c017-ba67-495d-a0e8-e506af2b8fb0 · outbound

This paper cites Cross-entropy loss functions: Theoretical analysis and applications,.

Readability-Robust Code Summarization via Meta Curriculum Learning Cross-entropy loss functions: Theoretical analysis and applications,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.643199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20d214d2-a295-4623-91de-a17414e7e43b · outbound

This paper cites Curriculum learning,.

Readability-Robust Code Summarization via Meta Curriculum Learning Curriculum learning,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.645362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2f45312-a65e-47b9-871f-98e36e81ca44 · outbound

This paper cites Evolving culture versus local minima,.

Readability-Robust Code Summarization via Meta Curriculum Learning Evolving culture versus local minima,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.647461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db9227ad-3e98-47aa-8ade-28cf003d635b · outbound

This paper cites Why curriculum learn- ing & self-paced learning work in big/noisy data: A theoretical perspective,.

Readability-Robust Code Summarization via Meta Curriculum Learning Why curriculum learn- ing & self-paced learning work in big/noisy data: A theoretical perspective,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.649552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03146a1c-eb77-4cb7-8fb3-190f71a99d0b · outbound

This paper cites Learning a similarity metric discriminatively, with application to face verification,.

Readability-Robust Code Summarization via Meta Curriculum Learning Learning a similarity metric discriminatively, with application to face verification,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.651632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4571364-f443-460f-999b-1aa038c9a5b3 · outbound

This paper cites Prototypical networks for few- shot learning,.

Readability-Robust Code Summarization via Meta Curriculum Learning Prototypical networks for few- shot learning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.653894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab0e1962-7e51-43df-a47a-1407a79ece83 · outbound

This paper cites Model-agnostic meta-learning for fast adaptation of deep networks,.

Readability-Robust Code Summarization via Meta Curriculum Learning Model-agnostic meta-learning for fast adaptation of deep networks,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.656078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 403b3780-a635-4fd0-b432-5021e0db1122 · outbound

This paper cites On First-Order Meta-Learning Algorithms.

Readability-Robust Code Summarization via Meta Curriculum Learning On First-Order Meta-Learning Algorithms

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.658382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d65f41-8f81-4843-9736-f1c0acef7931 · outbound

This paper cites Learning a metric for code read- ability,.

Readability-Robust Code Summarization via Meta Curriculum Learning Learning a metric for code read- ability,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.661009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 271448c6-a7f3-4296-8875-4247ea544b9b · outbound

This paper cites Improving code readability models with textual features,.

Readability-Robust Code Summarization via Meta Curriculum Learning Improving code readability models with textual features,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.663157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca6ac96-024b-4310-83a7-943bddb80616 · outbound

This paper cites Towards Learning (Dis)-Similarity of Source Code from Program Contrasts.

Readability-Robust Code Summarization via Meta Curriculum Learning Towards Learning (Dis)-Similarity of Source Code from Program Contrasts

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.666084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37353c3c-235b-4a4d-a48a-8e460d876107 · outbound

This paper cites NatGen: generative pre-training by “naturalizing.

Readability-Robust Code Summarization via Meta Curriculum Learning NatGen: generative pre-training by “naturalizing

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.668481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efd97d9a-048b-4368-8966-6a485a6d9d9f · outbound

This paper cites Structured Neural Summarization.

Readability-Robust Code Summarization via Meta Curriculum Learning Structured Neural Summarization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.670732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6439d37-9615-4214-800f-9b66f29bc8e3 · outbound

This paper cites Neural reverse engineering of stripped binaries using augmented control flow graphs,.

Readability-Robust Code Summarization via Meta Curriculum Learning Neural reverse engineering of stripped binaries using augmented control flow graphs,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.673283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8fd30d6-fb56-4dda-b395-3c971eb8c4b6 · outbound

This paper cites Debin: Predicting debug information in stripped binaries,.

Readability-Robust Code Summarization via Meta Curriculum Learning Debin: Predicting debug information in stripped binaries,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.675506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cff88d72-c32d-4208-aaa6-1b3759a5bdb6 · outbound

This paper cites Measur- ing neural efficiency of program comprehension,.

Readability-Robust Code Summarization via Meta Curriculum Learning Measur- ing neural efficiency of program comprehension,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.677561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35d91b9d-1bba-469b-aad4-2c7de89fec47 · outbound

This paper cites Understanding understanding source code with functional magnetic resonance imaging,.

Readability-Robust Code Summarization via Meta Curriculum Learning Understanding understanding source code with functional magnetic resonance imaging,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.679672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6e0c41a-fb56-4ca0-8c4e-65f2f3f442e4 · outbound

This paper cites Contrastive code representation learning,.

Readability-Robust Code Summarization via Meta Curriculum Learning Contrastive code representation learning,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.681784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c816ed2-bf73-453b-a052-38deb6ab834a · outbound

This paper cites Qwen2.5 Technical Report.

Readability-Robust Code Summarization via Meta Curriculum Learning Qwen2.5 Technical Report

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.683840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1afa853b-bd51-4f6e-8181-3509197b1dce · outbound

This paper cites DeepSeek-V3 Technical Report.

Readability-Robust Code Summarization via Meta Curriculum Learning DeepSeek-V3 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.686285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf76613-aea8-455a-9989-b10bbe8364cb · outbound

This paper cites Introducing gemini 2.0: our new ai model for the agentic era,.

Readability-Robust Code Summarization via Meta Curriculum Learning Introducing gemini 2.0: our new ai model for the agentic era,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.688565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a8b2644-879c-4b7e-8b86-34a663371084 · outbound

This paper cites Claude 3.5 sonnet,.

Readability-Robust Code Summarization via Meta Curriculum Learning Claude 3.5 sonnet,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.690926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f2445d0-add0-4f26-88bf-cc9e2dc600cc · outbound

This paper cites Hello gpt-4o,.

Readability-Robust Code Summarization via Meta Curriculum Learning Hello gpt-4o,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.693190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1bac715-b6bb-4c51-a81a-6ebe01960937 · outbound

This paper cites Orange: a method for evaluating au- tomatic evaluation metrics for machine translation,.

Readability-Robust Code Summarization via Meta Curriculum Learning Orange: a method for evaluating au- tomatic evaluation metrics for machine translation,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.695227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c6ffc8-de7f-427c-8b08-0a0340e8900d · outbound

This paper cites CodeT5: Identifier- aware unified pre-trained encoder-decoder models for code understanding and generation,.

Readability-Robust Code Summarization via Meta Curriculum Learning CodeT5: Identifier- aware unified pre-trained encoder-decoder models for code understanding and generation,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.697621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b98949-5a20-4108-aa21-899431079cef · outbound

This paper cites CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

Readability-Robust Code Summarization via Meta Curriculum Learning CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.699865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81165051-ace4-4a7a-873c-5d265cdb8068 · outbound

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

Readability-Robust Code Summarization via Meta Curriculum Learning Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.702387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e032804-bb78-4cc6-ab0d-daeb172097b1 · outbound

This paper cites What makes good in-context demonstrations for code in- telligence tasks with llms?.

Readability-Robust Code Summarization via Meta Curriculum Learning What makes good in-context demonstrations for code in- telligence tasks with llms?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.704944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdebf47e-5d24-4a7f-b915-8349fd664c73 · outbound

This paper cites Element-aware summarization with large language models: Expert-aligned evaluation and chain- of-thought method,.

Readability-Robust Code Summarization via Meta Curriculum Learning Element-aware summarization with large language models: Expert-aligned evaluation and chain- of-thought method,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.707199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 739a7843-f203-4b92-8747-e939cadd5f44 · outbound

This paper cites Language models can solve computer tasks,.

Readability-Robust Code Summarization via Meta Curriculum Learning Language models can solve computer tasks,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.709444Z

Source-reported events for the cited work

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Observation f6a5ee52-690b-494a-a02e-660051765838 · outbound

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

Readability-Robust Code Summarization via Meta Curriculum Learning Source code summarization in the era of large language models,

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.711585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b323c798-8301-4896-a39f-27906038d455 · outbound

This paper cites Pruning the unsurprising: Efficient code reasoning via first-token surprisal,.

Readability-Robust Code Summarization via Meta Curriculum Learning Pruning the unsurprising: Efficient code reasoning via first-token surprisal,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.714001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e53d429-6a99-4cbb-b9a5-b835cfb4d26d · outbound

This paper cites GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts.

Readability-Robust Code Summarization via Meta Curriculum Learning GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.716110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bedf1d7a-8dfb-4548-991c-96fcba171751 · outbound

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

Readability-Robust Code Summarization via Meta Curriculum Learning CodeBERT: A pre-trained model for programming and natural languages,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.718484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f231056-cc80-4cff-9ce9-5596f221e23d · outbound

This paper cites Stack overflow developer survey 2022,.

Readability-Robust Code Summarization via Meta Curriculum Learning Stack overflow developer survey 2022,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.723337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf8cf1e-d71c-4f0d-b8e6-bf1352f5d77e · outbound

This paper cites Tiobe index,.

Readability-Robust Code Summarization via Meta Curriculum Learning Tiobe index,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.725508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b13db12-4fb0-4f8a-aacb-ad69a22c4696 · outbound

This paper cites Bridging the cyber-analysis gap: The democratization of data science,.

Readability-Robust Code Summarization via Meta Curriculum Learning Bridging the cyber-analysis gap: The democratization of data science,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.727842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a737f1dc-e9da-4fc2-b488-40e8efb5de45 · outbound

This paper cites In Line with Context: Repository-Level Code Generation via Context Inlining.

Readability-Robust Code Summarization via Meta Curriculum Learning In Line with Context: Repository-Level Code Generation via Context Inlining

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.729996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c08ae329-712a-4d9e-beff-d12d887a1607 · outbound

This paper cites From code to cor- rectness: Closing the last mile of code generation with hierarchical debugging,.

Readability-Robust Code Summarization via Meta Curriculum Learning From code to cor- rectness: Closing the last mile of code generation with hierarchical debugging,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.732291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1674c28d-3627-4080-84b6-33ed303656a6 · outbound

This paper cites Between lines of code: Unraveling the distinct patterns of machine and human program- mers,.

Readability-Robust Code Summarization via Meta Curriculum Learning Between lines of code: Unraveling the distinct patterns of machine and human program- mers,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.734347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 125af946-d7d3-43f0-b689-60a9fbb53f56 · outbound

This paper cites SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution.

Readability-Robust Code Summarization via Meta Curriculum Learning SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.736467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41e1de39-4890-49c9-b668-60ea085cdfdd · outbound

This paper cites The impact of identifier style on effort and compre- hension,.

Readability-Robust Code Summarization via Meta Curriculum Learning The impact of identifier style on effort and compre- hension,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.738789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78e2dc91-a1ed-48eb-a9dd-6787723754dd · outbound

This paper cites Clawsat: Towards both robust and accurate code models,.

Readability-Robust Code Summarization via Meta Curriculum Learning Clawsat: Towards both robust and accurate code models,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.740871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2917fde9-6f3f-478e-aea9-5578e7855c2b · outbound

This paper cites Meta-curriculum learning for domain adaptation in neural machine translation,.

Readability-Robust Code Summarization via Meta Curriculum Learning Meta-curriculum learning for domain adaptation in neural machine translation,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.742977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb87cb7-0461-4aef-b16a-c3df9b3d581e · outbound

This paper cites On the evaluation of neural code summarization,.

Readability-Robust Code Summarization via Meta Curriculum Learning On the evaluation of neural code summarization,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.745213Z

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Observation 6361f2c0-d169-4c91-9a6a-288ddcb1014f · outbound

This paper cites Available: https://aclanthology.org/2020.findings- emnlp.139.

Readability-Robust Code Summarization via Meta Curriculum Learning Available: https://aclanthology.org/2020.findings- emnlp.139

Reference 1547

Resolution: unresolved; no resolver link, observed 2026-08-03T11:41:14.721093Z

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Pith citing papers

Observation 96398156-b907-4d8c-909d-622b869e4be2 · inbound

CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding cites this paper.

CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding Readability-Robust Code Summarization via Meta Curriculum Learning

Reference 106

Resolution: verified exact; arxiv_id, observed 2026-07-30T02:04:29.175019Z

Source-reported events for the cited work

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Observation 15e2ede5-48eb-4b59-a6f8-0111222f56a7 · inbound

ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction cites this paper.

ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction Readability-Robust Code Summarization via Meta Curriculum Learning

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-30T02:04:29.175019Z

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Observation 2cda7514-34ff-4a16-9d57-59e1d58e30c1 · inbound

SWE-MeM: Learning Adaptive Memory Management for Long-Horizon Coding Agents cites this paper.

SWE-MeM: Learning Adaptive Memory Management for Long-Horizon Coding Agents Readability-Robust Code Summarization via Meta Curriculum Learning

Reference 62

Resolution: metadata mismatch; arxiv_id, observed 2026-07-30T02:04:29.175019Z

Source-reported events for the cited work

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