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Browse every fixed language edition directly. The four editorial source editions remain expanded below; all 41 languages and all 13 translated routes are also exposed as ordinary crawlable links in the collapsed complete-language index. Structured retrieval and harvesting interfaces remain available in the machine-access index.
533 fixed translated pages · 41 languages
English
Author profile, publication pages, and problem-first research guides.
Start here
- OverviewResearch homepageFeatured work, research contributions, and direct routes to the publication archive.Open page
- Author profileAbout Alexey GavrilovResearch focus, verified author identifiers, academic profiles, and contact information.Open page
- Publication archiveAll publicationsThe complete maintained publication archive with editorial significance grouping.Open page
Papers
- Research paperWhere Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck LocalizationPaper page with a concise overview, abstract, key results, limitations, PDF, and citation resources.Open page
- Full-text paperWhere Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization — full text HTMLSearchable paper text generated from the author-provided camera-ready TeX, including MathML formulas, tables, figures, and references.Open page
- Research paperInspectable Control for Structure-Preserving Software RegenerationPaper page with a concise overview, abstract, key results, limitations, PDF, and citation resources.Open page
- Full-text paperInspectable Control for Structure-Preserving Software Regeneration — full text HTMLSearchable paper text generated from the author-provided camera-ready TeX, including MathML formulas, tables, figures, and references.Open page
- Conference materialsControllable code editing: poster and slidesExisting conference poster and text-accessible slide material for the Inspectable Control paper.Open page
Research guides
- Decision mapResearch directionsChoose a method from an observed generation, representation, control, or verification problem.Open page
- Research guideCodec bottleneck diagnosisSeparate reconstruction loss, latent-generation loss, and proxy-metric failure.Open page
- Research guideLocalized and predictable code editingCompare selective regeneration, constrained generation, AI-assisted refactoring, and their evidence requirements.Open page
Focused research notes
- Research-note indexResearch notes: focused technical answersEvidence-bounded answers for problem-first searches, with procedures, published measurements, and explicit limits.Open page
- Research noteCode-space vs token-space masked diffusion: how to compare themA stage-consistent comparison protocol for code-space and token-space masked diffusion language models when the discrete codec is lossy.Open page
- Research noteLocalized code modification with generative modelsHow to prevent unnecessary whole-function rewriting while preserving enough freedom for a generative model to make the requested code change.Open page
- Research noteConstrained code generation for software engineeringA practical distinction between grammar constraints, type constraints, preservation boundaries, and behavior-level acceptance checks for generated code.Open page
- Research noteAI-assisted refactoring: methods and evidenceHow to evaluate recent AI-assisted refactoring methods without confusing a plausible generated patch with verified behavior preservation.Open page
- Research notePredictable code generation needs a preservation contractWhy deterministic sampling is not enough, and how observable protected properties and acceptance checks make code-generation behavior testable.Open page
Русский
Статические русскоязычные страницы публикаций и практические исследовательские руководства.
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Публикации
- Архив публикацийВсе публикацииПолный поддерживаемый архив статей на русском языке.Open page
- Научная статьяГде ухудшается качество при генерации сжатого короткого текстаOfficial title: Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck LocalizationСтраница статьи с кратким обзором, аннотацией, ключевыми результатами, ограничениями, PDF и данными для цитирования.Open page
- Научная статьяПроверяемое управление регенерацией ПО с сохранением структурыOfficial title: Inspectable Control for Structure-Preserving Software RegenerationСтраница статьи с кратким обзором, аннотацией, ключевыми результатами, ограничениями, PDF и данными для цитирования.Open page
Исследовательские руководства
- Карта решенийКарта исследовательских задач и методовВыбор метода по наблюдаемой проблеме, необходимым доказательствам и границам применимости.Open page
- РуководствоДиагностика узкого места кодекаКак разделить потери реконструкции, латентной генерации и ошибки прокси-метрик.Open page
- РуководствоЛокальное и предсказуемое редактирование кодаСравнение выборочной и ограниченной генерации, рефакторинга с помощью ИИ и требуемых проверок.Open page
Сфокусированные исследовательские заметки
- Индекс исследовательских заметокИсследовательские заметки: краткие технические ответыОтветы для поиска от практической задачи: процедура, опубликованные свидетельства и явные границы применимости.Open page
- Исследовательская заметкаМаскированная диффузия в пространстве кодов и токенов: как их сравниватьOfficial title: Code-space vs token-space masked diffusion: how to compare themСогласованный по этапам протокол сравнения маскированных диффузионных языковых моделей в пространстве кодов и токенов при использовании дискретного кодека с потерями.Open page
- Исследовательская заметкаЛокальное изменение кода генеративными моделямиOfficial title: Localized code modification with generative modelsКак избежать ненужного переписывания всей функции, сохранив генеративной модели достаточно свободы для требуемого изменения кода.Open page
- Исследовательская заметкаОграниченная генерация кода для программной инженерииOfficial title: Constrained code generation for software engineeringПрактическое различие между грамматическими и типовыми ограничениями, границами сохраняемой части и проверками поведения сгенерированного кода.Open page
- Исследовательская заметкаРефакторинг с помощью ИИ: методы и доказательстваOfficial title: AI-assisted refactoring: methods and evidenceКак оценивать современные методы рефакторинга с помощью ИИ, не принимая правдоподобный сгенерированный патч за подтверждённое сохранение поведения.Open page
- Исследовательская заметкаПредсказуемой генерации кода нужен контракт сохраненияOfficial title: Predictable code generation needs a preservation contractПочему детерминированного сэмплирования недостаточно и как наблюдаемые защищаемые свойства вместе с проверками приёмки делают поведение генератора кода проверяемым.Open page
한국어
영문 공식 학술 메타데이터와 함께 유지되는 한국어 논문 해설과 문제 중심 연구 안내입니다.
시작하기
연구 논문
- 논문 목록한국어 논문 해설 전체 보기관리 중인 모든 논문의 한국어 정적 해설과 공식 영문 서지 정보를 제공합니다.Open page
- 연구 논문압축 단문 생성에서 품질이 무너지는 지점: 단계별 병목 위치 추적Official title: Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization간략한 개요, 초록, 주요 결과, 한계, PDF와 인용 자료를 제공하는 논문 페이지입니다.Open page
- 연구 논문구조 보존형 소프트웨어 재생성을 위한 점검 가능한 제어Official title: Inspectable Control for Structure-Preserving Software Regeneration간략한 개요, 초록, 주요 결과, 한계, PDF와 인용 자료를 제공하는 논문 페이지입니다.Open page
연구 방법 안내
문제 중심 연구 노트
- 연구 노트 목록연구 노트: 문제 중심 기술 답변실행 절차, 공개된 근거, 명시적인 한계를 구분하는 한국어 기술 답변입니다.Open page
- 연구 노트코드 공간과 토큰 공간 마스크 확산: 공정한 비교 방법Official title: Code-space vs token-space masked diffusion: how to compare them손실이 있는 이산 코덱을 사용할 때 코드 공간과 토큰 공간 마스크 확산 언어 모델을 같은 단계와 평가 기준으로 비교하는 방법.Open page
- 연구 노트생성 모델을 이용한 국소 코드 수정Official title: Localized code modification with generative models생성 모델이 요청된 변경을 수행할 자유는 남기면서 불필요한 함수 전체 재작성을 막는 방법.Open page
- 연구 노트소프트웨어 공학을 위한 제약 코드 생성Official title: Constrained code generation for software engineering생성 코드에 대한 문법 제약, 타입 제약, 보존 경계, 동작 수준 합격 검사를 실무적으로 구분하는 방법.Open page
- 연구 노트AI 보조 리팩터링: 방법과 근거Official title: AI-assisted refactoring: methods and evidence그럴듯한 생성 패치를 검증된 동작 보존과 혼동하지 않으면서 최근 AI 보조 리팩터링 방법을 평가하는 기준.Open page
- 연구 노트예측 가능한 코드 생성에는 보존 계약이 필요하다Official title: Predictable code generation needs a preservation contract결정적 샘플링만으로는 부족한 이유와 관찰 가능한 보호 속성·합격 검사가 코드 생성 동작을 시험 가능하게 만드는 방법.Open page
简体中文
与英文内容同步维护的简体中文论文页面和研究方法指南。
从这里开始
研究论文
- 论文索引全部研究论文网站上全部研究论文的简体中文静态导读与正式英文书目信息。Open page
- 研究论文压缩短文本生成中的质量断点:分阶段瓶颈定位Official title: Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization论文页面,包含简要导读、摘要、主要结果、局限、PDF 与引用资源。Open page
- 研究论文面向结构保持软件再生成的可检查控制方法Official title: Inspectable Control for Structure-Preserving Software Regeneration论文页面,包含简要导读、摘要、主要结果、局限、PDF 与引用资源。Open page
研究方法指南
聚焦研究笔记
- 研究笔记索引研究笔记:聚焦问题的技术答案面向问题检索的简体中文答案,分别给出实用步骤、已发表证据和明确局限。Open page
- 研究笔记码空间与 token 空间掩码扩散:如何公平比较Official title: Code-space vs token-space masked diffusion: how to compare them当离散编解码器存在有损压缩时,用阶段一致的协议比较码空间与 token 空间掩码扩散语言模型,并单独测量编解码器重建损失。Open page
- 研究笔记使用生成模型进行局部代码修改Official title: Localized code modification with generative models在保留完成所需代码变更自由度的同时,避免生成模型无谓地重写整个函数,并共同验证编辑局部性、任务成功与生成多样性。Open page
- 研究笔记面向软件工程的受约束代码生成Official title: Constrained code generation for software engineering区分语法约束、类型约束、保持边界和行为级验收检查,明确每种机制真正能够保证什么,避免把可解析输出误当成功能正确。Open page
- 研究笔记AI 辅助重构:方法与证据Official title: AI-assisted refactoring: methods and evidence评估近期 AI 辅助重构方法时,不把看似合理的生成补丁误认为已经验证的行为保持,并要求编译、测试、静态检查与重构检测形成证据链。Open page
- 研究笔记可预测代码生成需要保持契约Official title: Predictable code generation needs a preservation contract确定性采样并不等于可预测性;只有可观察的受保护属性和验收检查,才能让生成行为可测试,并报告拒绝率、稳定性与任务成功。Open page
COMPLETE CRAWL SURFACEAll 41 fixed language editions533 pages
Every link below is a static, self-canonical HTML page with same-language Markdown, reciprocal hreflang links, and inclusion in the XML and plain-text sitemaps.
English en
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Русский ru
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
中文(简体) zh-Hans
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
中文(繁體) zh-Hant
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Español es
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
العربية ar
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
हिन्दी hi
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Français fr
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Português pt
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Deutsch de
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
日本語 ja
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
한국어 ko
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Bahasa Indonesia id
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Türkçe tr
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Italiano it
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Polski pl
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Nederlands nl
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Українська uk
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
فارسی fa
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Tiếng Việt vi
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
ไทย th
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
বাংলা bn
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
اردو ur
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
मराठी mr
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
తెలుగు te
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
தமிழ் ta
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Bahasa Melayu ms
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Filipino fil
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Kiswahili sw
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Čeština cs
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Română ro
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Ελληνικά el
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
עברית he
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Svenska sv
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Magyar hu
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Dansk da
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Suomi fi
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Norsk no
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Български bg
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Српски sr
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
Slovenčina sk
- Research homepage
- Publication archive
- Research
- Codec bottleneck diagnosis
- Localized and predictable code editing
- Focused research notes
- Code-space vs token-space masked diffusion
- Localized code modification
- Constrained code generation
- AI-assisted refactoring evidence
- Predictable code generation
- Inspectable Control paper
- Where Quality Breaks paper
FOR CRAWLERS, AGENTS, AND HARVESTERSMachine-readable access179 interfaces
These stable endpoints expose the same maintained research corpus without requiring JavaScript. They supplement the reader pages; they are not extra publication claims or duplicate articles.
Research retrieval
Compact and full-corpus entry points for search systems, research agents, and structured-data clients.
- LLM research indextext/plain
Concise paper, guide, and preferred-source routes for language models.
- Full LLM research corpustext/plain
Validated long-form corpus with the maintained publication summaries and research guides.
- Русский LLM research indextext/plain
Compact ru routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- 中文(简体) LLM research indextext/plain
Compact zh-Hans routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- 中文(繁體) LLM research indextext/plain
Compact zh-Hant routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Español LLM research indextext/plain
Compact es routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- العربية LLM research indextext/plain
Compact ar routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- हिन्दी LLM research indextext/plain
Compact hi routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Français LLM research indextext/plain
Compact fr routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Português LLM research indextext/plain
Compact pt routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Deutsch LLM research indextext/plain
Compact de routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- 日本語 LLM research indextext/plain
Compact ja routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- 한국어 LLM research indextext/plain
Compact ko routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Bahasa Indonesia LLM research indextext/plain
Compact id routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Türkçe LLM research indextext/plain
Compact tr routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Italiano LLM research indextext/plain
Compact it routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Polski LLM research indextext/plain
Compact pl routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Nederlands LLM research indextext/plain
Compact nl routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Українська LLM research indextext/plain
Compact uk routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- فارسی LLM research indextext/plain
Compact fa routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Tiếng Việt LLM research indextext/plain
Compact vi routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- ไทย LLM research indextext/plain
Compact th routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- বাংলা LLM research indextext/plain
Compact bn routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- اردو LLM research indextext/plain
Compact ur routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- मराठी LLM research indextext/plain
Compact mr routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- తెలుగు LLM research indextext/plain
Compact te routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- தமிழ் LLM research indextext/plain
Compact ta routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Bahasa Melayu LLM research indextext/plain
Compact ms routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Filipino LLM research indextext/plain
Compact fil routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Kiswahili LLM research indextext/plain
Compact sw routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Čeština LLM research indextext/plain
Compact cs routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Română LLM research indextext/plain
Compact ro routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Ελληνικά LLM research indextext/plain
Compact el routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- עברית LLM research indextext/plain
Compact he routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Svenska LLM research indextext/plain
Compact sv routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Magyar LLM research indextext/plain
Compact hu routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Dansk LLM research indextext/plain
Compact da routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Suomi LLM research indextext/plain
Compact fi routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Norsk LLM research indextext/plain
Compact no routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Български LLM research indextext/plain
Compact bg routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Српски LLM research indextext/plain
Compact sr routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Slovenčina LLM research indextext/plain
Compact sk routes to every translated paper, guide, note, same-language Markdown page, and official English scholarly metadata.
- Publication indexapplication/json
Canonical publication metadata, representations, citations, and content-negotiation routes.
- Research-guide routerapplication/json
Problem-first question routes that connect retrieval intents to relevant papers and notes.
- Research knowledge graphapplication/ld+json
JSON-LD graph connecting the author, papers, versions, references, results, and supporting resources.
- Language-edition indexapplication/json
Complete 41-language route matrix with canonical HTML, Markdown, LLM-index, and feed URLs.
- Text and data mining declarationapplication/json
W3C TDMRep rules that leave mining rights unreserved only for author-controlled indexes, guides, and notes.
Scholarly harvesting
Standard discovery, synchronization, repository, and API descriptions generated from the same publication records.
- XML sitemapapplication/xml
Canonical indexable reader pages with maintained language alternates.
- Plain-text sitemaptext/plain
Canonical indexable reader URLs, one absolute URL per line, for simple sitemap clients.
- Signmapapplication/xml
ResourceSync-compatible map of scholarly metadata and content relations.
- ResourceSync source descriptionapplication/xml
Protocol entry point for discovering the site’s ResourceSync capabilities.
- ResourceSync capability listapplication/xml
Advertised synchronization capabilities for maintained research resources.
- ResourceSync resource listapplication/xml
Harvestable inventory with change metadata and fixity information.
- OAI-PMH repositorytext/xml
Repository identity and protocol entry point for library harvesters.
- FAIR API catalogapplication/linkset+json
RFC 9727 and Signposting FAIRiCat catalog for the site’s machine interfaces.
- OpenAPI descriptionapplication/json
Read-only OpenAPI contract for publication, guide, feed, and harvesting resources.
Update feeds
Stable feeds for newly published or materially updated research pages in every fixed language edition.
- English Atom feedapplication/atom+xml
Atom 1.0 en research update feed with WebSub discovery.
- English RSS feedapplication/rss+xml
RSS 2.0 en paper, guide, and research-note update feed.
- English JSON Feedapplication/feed+json
JSON Feed 1.1 representation of en research updates.
- Русский Atom feedapplication/atom+xml
Atom 1.0 ru research update feed with WebSub discovery.
- Русский RSS feedapplication/rss+xml
RSS 2.0 ru paper, guide, and research-note update feed.
- Русский JSON Feedapplication/feed+json
JSON Feed 1.1 representation of ru research updates.
- 中文(简体) Atom feedapplication/atom+xml
Atom 1.0 zh-Hans research update feed with WebSub discovery.
- 中文(简体) RSS feedapplication/rss+xml
RSS 2.0 zh-Hans paper, guide, and research-note update feed.
- 中文(简体) JSON Feedapplication/feed+json
JSON Feed 1.1 representation of zh-Hans research updates.
- 中文(繁體) Atom feedapplication/atom+xml
Atom 1.0 zh-Hant research update feed with WebSub discovery.
- 中文(繁體) RSS feedapplication/rss+xml
RSS 2.0 zh-Hant paper, guide, and research-note update feed.
- 中文(繁體) JSON Feedapplication/feed+json
JSON Feed 1.1 representation of zh-Hant research updates.
- Español Atom feedapplication/atom+xml
Atom 1.0 es research update feed with WebSub discovery.
- Español RSS feedapplication/rss+xml
RSS 2.0 es paper, guide, and research-note update feed.
- Español JSON Feedapplication/feed+json
JSON Feed 1.1 representation of es research updates.
- العربية Atom feedapplication/atom+xml
Atom 1.0 ar research update feed with WebSub discovery.
- العربية RSS feedapplication/rss+xml
RSS 2.0 ar paper, guide, and research-note update feed.
- العربية JSON Feedapplication/feed+json
JSON Feed 1.1 representation of ar research updates.
- हिन्दी Atom feedapplication/atom+xml
Atom 1.0 hi research update feed with WebSub discovery.
- हिन्दी RSS feedapplication/rss+xml
RSS 2.0 hi paper, guide, and research-note update feed.
- हिन्दी JSON Feedapplication/feed+json
JSON Feed 1.1 representation of hi research updates.
- Français Atom feedapplication/atom+xml
Atom 1.0 fr research update feed with WebSub discovery.
- Français RSS feedapplication/rss+xml
RSS 2.0 fr paper, guide, and research-note update feed.
- Français JSON Feedapplication/feed+json
JSON Feed 1.1 representation of fr research updates.
- Português Atom feedapplication/atom+xml
Atom 1.0 pt research update feed with WebSub discovery.
- Português RSS feedapplication/rss+xml
RSS 2.0 pt paper, guide, and research-note update feed.
- Português JSON Feedapplication/feed+json
JSON Feed 1.1 representation of pt research updates.
- Deutsch Atom feedapplication/atom+xml
Atom 1.0 de research update feed with WebSub discovery.
- Deutsch RSS feedapplication/rss+xml
RSS 2.0 de paper, guide, and research-note update feed.
- Deutsch JSON Feedapplication/feed+json
JSON Feed 1.1 representation of de research updates.
- 日本語 Atom feedapplication/atom+xml
Atom 1.0 ja research update feed with WebSub discovery.
- 日本語 RSS feedapplication/rss+xml
RSS 2.0 ja paper, guide, and research-note update feed.
- 日本語 JSON Feedapplication/feed+json
JSON Feed 1.1 representation of ja research updates.
- 한국어 Atom feedapplication/atom+xml
Atom 1.0 ko research update feed with WebSub discovery.
- 한국어 RSS feedapplication/rss+xml
RSS 2.0 ko paper, guide, and research-note update feed.
- 한국어 JSON Feedapplication/feed+json
JSON Feed 1.1 representation of ko research updates.
- Bahasa Indonesia Atom feedapplication/atom+xml
Atom 1.0 id research update feed with WebSub discovery.
- Bahasa Indonesia RSS feedapplication/rss+xml
RSS 2.0 id paper, guide, and research-note update feed.
- Bahasa Indonesia JSON Feedapplication/feed+json
JSON Feed 1.1 representation of id research updates.
- Türkçe Atom feedapplication/atom+xml
Atom 1.0 tr research update feed with WebSub discovery.
- Türkçe RSS feedapplication/rss+xml
RSS 2.0 tr paper, guide, and research-note update feed.
- Türkçe JSON Feedapplication/feed+json
JSON Feed 1.1 representation of tr research updates.
- Italiano Atom feedapplication/atom+xml
Atom 1.0 it research update feed with WebSub discovery.
- Italiano RSS feedapplication/rss+xml
RSS 2.0 it paper, guide, and research-note update feed.
- Italiano JSON Feedapplication/feed+json
JSON Feed 1.1 representation of it research updates.
- Polski Atom feedapplication/atom+xml
Atom 1.0 pl research update feed with WebSub discovery.
- Polski RSS feedapplication/rss+xml
RSS 2.0 pl paper, guide, and research-note update feed.
- Polski JSON Feedapplication/feed+json
JSON Feed 1.1 representation of pl research updates.
- Nederlands Atom feedapplication/atom+xml
Atom 1.0 nl research update feed with WebSub discovery.
- Nederlands RSS feedapplication/rss+xml
RSS 2.0 nl paper, guide, and research-note update feed.
- Nederlands JSON Feedapplication/feed+json
JSON Feed 1.1 representation of nl research updates.
- Українська Atom feedapplication/atom+xml
Atom 1.0 uk research update feed with WebSub discovery.
- Українська RSS feedapplication/rss+xml
RSS 2.0 uk paper, guide, and research-note update feed.
- Українська JSON Feedapplication/feed+json
JSON Feed 1.1 representation of uk research updates.
- فارسی Atom feedapplication/atom+xml
Atom 1.0 fa research update feed with WebSub discovery.
- فارسی RSS feedapplication/rss+xml
RSS 2.0 fa paper, guide, and research-note update feed.
- فارسی JSON Feedapplication/feed+json
JSON Feed 1.1 representation of fa research updates.
- Tiếng Việt Atom feedapplication/atom+xml
Atom 1.0 vi research update feed with WebSub discovery.
- Tiếng Việt RSS feedapplication/rss+xml
RSS 2.0 vi paper, guide, and research-note update feed.
- Tiếng Việt JSON Feedapplication/feed+json
JSON Feed 1.1 representation of vi research updates.
- ไทย Atom feedapplication/atom+xml
Atom 1.0 th research update feed with WebSub discovery.
- ไทย RSS feedapplication/rss+xml
RSS 2.0 th paper, guide, and research-note update feed.
- ไทย JSON Feedapplication/feed+json
JSON Feed 1.1 representation of th research updates.
- বাংলা Atom feedapplication/atom+xml
Atom 1.0 bn research update feed with WebSub discovery.
- বাংলা RSS feedapplication/rss+xml
RSS 2.0 bn paper, guide, and research-note update feed.
- বাংলা JSON Feedapplication/feed+json
JSON Feed 1.1 representation of bn research updates.
- اردو Atom feedapplication/atom+xml
Atom 1.0 ur research update feed with WebSub discovery.
- اردو RSS feedapplication/rss+xml
RSS 2.0 ur paper, guide, and research-note update feed.
- اردو JSON Feedapplication/feed+json
JSON Feed 1.1 representation of ur research updates.
- मराठी Atom feedapplication/atom+xml
Atom 1.0 mr research update feed with WebSub discovery.
- मराठी RSS feedapplication/rss+xml
RSS 2.0 mr paper, guide, and research-note update feed.
- मराठी JSON Feedapplication/feed+json
JSON Feed 1.1 representation of mr research updates.
- తెలుగు Atom feedapplication/atom+xml
Atom 1.0 te research update feed with WebSub discovery.
- తెలుగు RSS feedapplication/rss+xml
RSS 2.0 te paper, guide, and research-note update feed.
- తెలుగు JSON Feedapplication/feed+json
JSON Feed 1.1 representation of te research updates.
- தமிழ் Atom feedapplication/atom+xml
Atom 1.0 ta research update feed with WebSub discovery.
- தமிழ் RSS feedapplication/rss+xml
RSS 2.0 ta paper, guide, and research-note update feed.
- தமிழ் JSON Feedapplication/feed+json
JSON Feed 1.1 representation of ta research updates.
- Bahasa Melayu Atom feedapplication/atom+xml
Atom 1.0 ms research update feed with WebSub discovery.
- Bahasa Melayu RSS feedapplication/rss+xml
RSS 2.0 ms paper, guide, and research-note update feed.
- Bahasa Melayu JSON Feedapplication/feed+json
JSON Feed 1.1 representation of ms research updates.
- Filipino Atom feedapplication/atom+xml
Atom 1.0 fil research update feed with WebSub discovery.
- Filipino RSS feedapplication/rss+xml
RSS 2.0 fil paper, guide, and research-note update feed.
- Filipino JSON Feedapplication/feed+json
JSON Feed 1.1 representation of fil research updates.
- Kiswahili Atom feedapplication/atom+xml
Atom 1.0 sw research update feed with WebSub discovery.
- Kiswahili RSS feedapplication/rss+xml
RSS 2.0 sw paper, guide, and research-note update feed.
- Kiswahili JSON Feedapplication/feed+json
JSON Feed 1.1 representation of sw research updates.
- Čeština Atom feedapplication/atom+xml
Atom 1.0 cs research update feed with WebSub discovery.
- Čeština RSS feedapplication/rss+xml
RSS 2.0 cs paper, guide, and research-note update feed.
- Čeština JSON Feedapplication/feed+json
JSON Feed 1.1 representation of cs research updates.
- Română Atom feedapplication/atom+xml
Atom 1.0 ro research update feed with WebSub discovery.
- Română RSS feedapplication/rss+xml
RSS 2.0 ro paper, guide, and research-note update feed.
- Română JSON Feedapplication/feed+json
JSON Feed 1.1 representation of ro research updates.
- Ελληνικά Atom feedapplication/atom+xml
Atom 1.0 el research update feed with WebSub discovery.
- Ελληνικά RSS feedapplication/rss+xml
RSS 2.0 el paper, guide, and research-note update feed.
- Ελληνικά JSON Feedapplication/feed+json
JSON Feed 1.1 representation of el research updates.
- עברית Atom feedapplication/atom+xml
Atom 1.0 he research update feed with WebSub discovery.
- עברית RSS feedapplication/rss+xml
RSS 2.0 he paper, guide, and research-note update feed.
- עברית JSON Feedapplication/feed+json
JSON Feed 1.1 representation of he research updates.
- Svenska Atom feedapplication/atom+xml
Atom 1.0 sv research update feed with WebSub discovery.
- Svenska RSS feedapplication/rss+xml
RSS 2.0 sv paper, guide, and research-note update feed.
- Svenska JSON Feedapplication/feed+json
JSON Feed 1.1 representation of sv research updates.
- Magyar Atom feedapplication/atom+xml
Atom 1.0 hu research update feed with WebSub discovery.
- Magyar RSS feedapplication/rss+xml
RSS 2.0 hu paper, guide, and research-note update feed.
- Magyar JSON Feedapplication/feed+json
JSON Feed 1.1 representation of hu research updates.
- Dansk Atom feedapplication/atom+xml
Atom 1.0 da research update feed with WebSub discovery.
- Dansk RSS feedapplication/rss+xml
RSS 2.0 da paper, guide, and research-note update feed.
- Dansk JSON Feedapplication/feed+json
JSON Feed 1.1 representation of da research updates.
- Suomi Atom feedapplication/atom+xml
Atom 1.0 fi research update feed with WebSub discovery.
- Suomi RSS feedapplication/rss+xml
RSS 2.0 fi paper, guide, and research-note update feed.
- Suomi JSON Feedapplication/feed+json
JSON Feed 1.1 representation of fi research updates.
- Norsk Atom feedapplication/atom+xml
Atom 1.0 no research update feed with WebSub discovery.
- Norsk RSS feedapplication/rss+xml
RSS 2.0 no paper, guide, and research-note update feed.
- Norsk JSON Feedapplication/feed+json
JSON Feed 1.1 representation of no research updates.
- Български Atom feedapplication/atom+xml
Atom 1.0 bg research update feed with WebSub discovery.
- Български RSS feedapplication/rss+xml
RSS 2.0 bg paper, guide, and research-note update feed.
- Български JSON Feedapplication/feed+json
JSON Feed 1.1 representation of bg research updates.
- Српски Atom feedapplication/atom+xml
Atom 1.0 sr research update feed with WebSub discovery.
- Српски RSS feedapplication/rss+xml
RSS 2.0 sr paper, guide, and research-note update feed.
- Српски JSON Feedapplication/feed+json
JSON Feed 1.1 representation of sr research updates.
- Slovenčina Atom feedapplication/atom+xml
Atom 1.0 sk research update feed with WebSub discovery.
- Slovenčina RSS feedapplication/rss+xml
RSS 2.0 sk paper, guide, and research-note update feed.
- Slovenčina JSON Feedapplication/feed+json
JSON Feed 1.1 representation of sk research updates.