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Collections including paper arxiv:2005.11401

Memory, Context & RAG

RAG architectures, hierarchical memory, semantic chunking, query rewriting, context compression for agents.

microsoft/ms_marco

Viewer • Updated Jan 4, 2024 • 1.11M • 15.4k • 217
sentence-transformers/all-nli

Viewer • Updated May 15, 2024 • 2.86M • 4.41k • 47
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14
Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models

Paper • 2402.04614 • Published Feb 7, 2024 • 3

Toolkit - AI Papers

Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 108
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 25
Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 46

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Paper • 2503.19470 • Published Mar 25, 2025 • 19
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 36
A Survey on Large Language Model Benchmarks

Paper • 2508.15361 • Published Aug 21, 2025 • 20
Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published Jan 9, 2025 • 102

A collection of arXiv papers from Chip Huyen's AI Engineering organized by chapter and ordered by when each appears in the book.

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Paper • 2211.04325 • Published Oct 26, 2022 • 1
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 25
On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021 • 2
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 2

Papers I Have Read

A list of papers that have moved off my reading list

Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face

Paper • 2401.13822 • Published Jan 24, 2024 • 1
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 108
HuggingFace's Transformers: State-of-the-art Natural Language Processing

Paper • 1910.03771 • Published Oct 9, 2019 • 20
Model Cards for Model Reporting

Paper • 1810.03993 • Published Oct 5, 2018 • 6

paper digestion

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 18
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 25
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 108
Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation

Paper • 2510.23581 • Published Oct 27, 2025 • 41

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 44
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 108

openai/whisper-large-v3-turbo

Automatic Speech Recognition • 0.8B • Updated Oct 4, 2024 • 2.99M • • 2.75k
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14

Memory, Context & RAG

RAG architectures, hierarchical memory, semantic chunking, query rewriting, context compression for agents.

microsoft/ms_marco

Viewer • Updated Jan 4, 2024 • 1.11M • 15.4k • 217
sentence-transformers/all-nli

Viewer • Updated May 15, 2024 • 2.86M • 4.41k • 47
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14
Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models

Paper • 2402.04614 • Published Feb 7, 2024 • 3

paper digestion

Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 18
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 25
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 108
Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation

Paper • 2510.23581 • Published Oct 27, 2025 • 41

Toolkit - AI Papers

Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 108
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 25
Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 46

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Paper • 2503.19470 • Published Mar 25, 2025 • 19
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 36
A Survey on Large Language Model Benchmarks

Paper • 2508.15361 • Published Aug 21, 2025 • 20
Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published Jan 9, 2025 • 102

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 44
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 108

A collection of arXiv papers from Chip Huyen's AI Engineering organized by chapter and ordered by when each appears in the book.

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Paper • 2211.04325 • Published Oct 26, 2022 • 1
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 25
On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021 • 2
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 2

openai/whisper-large-v3-turbo

Automatic Speech Recognition • 0.8B • Updated Oct 4, 2024 • 2.99M • • 2.75k
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14

Papers I Have Read

A list of papers that have moved off my reading list

Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face

Paper • 2401.13822 • Published Jan 24, 2024 • 1
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 108
HuggingFace's Transformers: State-of-the-art Natural Language Processing

Paper • 1910.03771 • Published Oct 9, 2019 • 20
Model Cards for Model Reporting

Paper • 1810.03993 • Published Oct 5, 2018 • 6

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Paper • 2005.11401 • Published May 22, 2020 • 14

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