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📚 paper-digest

論文、部落格與 repo 的重點整理

主題 發表處 / 年份 整理日期
Microsoft AI Monetization Coding Interview Prep Misc 2026 2026-09-02
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve TMLR 2026 2026-08-19
Punica: Multi-Tenant LoRA Serving MLSys 2024 2026-07-31
UniQL: Towards Dialect-Universal Benchmarking for Text-to-SQL arXiv 2026 2026-07-30
Tülu 3: Pushing Frontiers in Open Language Model Post-Training arXiv 2024 2026-07-29
Schema Lineage Extraction at Scale: Multilingual Pipelines, Composite Evaluation, and Language-Model Benchmarks NeurIPS Workshop 2025 2026-07-20
Alisa Liu's Tokenizer Research: Papers, OSS & Future Directions Misc 2026 2026-07-16
Taigi (Taiwanese Hokkien) Tokenizer: Research, Tools & Future Directions Misc 2026 2026-07-16
Llama 2: Open Foundation and Fine-Tuned Chat Models arXiv 2023 2026-07-15
Build a GPT: ML Coding Practice (NLP · Attention · GPT) Misc 2026 2026-07-15
Language Models are Unsupervised Multitask Learners (GPT-2) OpenAI 2019 2026-07-15
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction NeurIPS 2023 2026-07-11
Gemma 4 Technical Report arXiv 2026 2026-07-10
Learning to Reason with Curriculum I: Provable Benefits of Autocurriculum COLT 2026 2026-07-07
AutoMem: Automated Learning of Memory as a Cognitive Skill arXiv 2026 2026-07-06
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework EMNLP Demo 2025 2026-06-27
Microsoft AI Coding Interview Practice Misc 2026 2026-06-27
A Systematic Survey of Automatic Prompt Optimization Techniques arXiv 2025 2026-06-19
Coding Interview Practice: Anthropic, OpenAI, SpaceX, Palantir, Snowflake Misc 2026 2026-06-18
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale PVLDB 2025 2026-06-16
A State-of-the-Art SQL Reasoning Model using RLVR arXiv 2025 2026-06-15
Text-to-SQL for Enterprise Data Analytics KDD 2025 2026-06-10
Databricks Interview Questions: Coding Practice Misc 2026 2026-06-09
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory arXiv 2025 2026-06-05
T-SQL → FetchXML Resources Misc 2026 2026-06-02
Text-to-SQL Eval for Large Tables Misc 2026 2026-06-01
RSL-SQL: Robust Schema Linking in Text-to-SQL Generation arXiv 2024 2026-05-31
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL arXiv 2024 2026-05-29
CHESS: Contextual Harnessing for Efficient SQL Synthesis ICML 2025 2026-05-29
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023 2026-05-29