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Improving Language Understanding by Generative Pre-Training (2018)
#Large Language Models
#GPT
November 16, 2025 (Originally posted on August 7, 2020)
Deep Neural Networks for Youtube Recommendations (2016)
#Recommendation
#Collaborative Filtering
September 23, 2025
Kademlia: A Peer-to-Peer Information System Based on the XOR Metric (2002)
#Peer-to-Peer
September 13, 2025
Multi-probe consistent hashing (2015)
#Consistent Hashing
September 6, 2025
Distributed Caches in Infinispan
#Infinispan
#Consistent Hashing
August 23, 2025
Amazon.com Recommendations Item to Item Collaborative Filtering (2003)
#Collaborative Filtering
August 16, 2025
OUTRAGEOUSLY LARGE NEURAL NETWORKS THE SPARSELY-GATED MIXTURE-OF-EXPERTS LAYER (2017)
#Mixture-of-Experts
August 1, 2025
Training Language Models to Follow Instructions With Human Feedback (2022)
#Reinforcement Learning From Human Feedback
#Large Language Models
July 24, 2025
REACT: SYNERGIZING REASONING AND ACTING IN LANGUAGE MODELS (2023)
#Large Language Models
#Prompt Engineering
July 11, 2025
Denoising Diffusion Probabilistic Models (2020)
#Diffusion Model
June 15, 2025
LoRA: LOW-RANK ADAPTATION OF LARGE LANGUAGE MODELS (2021)
#Large Language Model
#Transformer
June 7, 2025 (Originally posted on November 18, 2023)
Supervised Learning of Universal Sentence Representations From Natural Language Inference Data (2017)
#Sentence Embedding
May 30, 2025
Scaling Instruction Finetuned Language Models (2022)
#Large Language Models
#Instruction Finetuning
May 7, 2025
Reading Wikipedia to Answer Open Domain Questions (2017)
#Open Domain Questions
#TF-IDF
April 26, 2025
Language Models Are Few Shot Learners (2020)
#Few-Shot Learning
#Large Language Model
April 12, 2025
Consistent Hashing and Random Trees: Distributed Caching Protocols for Relieving Hot Spots on the World Wide Web
#Consistent Hashing
March 18, 2025
Coverage is Not Strongly Correlated with Test Suite Effectiveness (2014)
#Code Coverage
March 3, 2025
On the Fly Garbage Collection an Exercise in Cooperation (1978)
#Garbage Collection
#Go
February 28, 2025
Publishing S3 Objects with Signed URLs
#S3
January 30, 2025
Highly Available Transactions: Virtues and Limitations (2013)
#Distributed Systems
#Transactions
#Availability
January 30, 2025
Jepsen: A framework for distributed systems verification, with fault injection
#Distributed Systems
#Jepsen
January 26, 2025
The Origins of Type Theory
#Type Theory
December 30, 2024
Implementation of runc as of November 2024
#Runc
#Container
December 8, 2024
Back of Envelope Calculations
#Back of the Envelope Estimation
#System Design Interview
September 24, 2024
System design case study: video streaming service
#System Design Interview
September 18, 2024
REALM Retrieval Augmented Language Model Pre Training (2020)
#Retrieval Augmented Generation
May 27, 2024
Distributed GraphLab: a Framework for Machine Learning and Data Mining in the Cloud (2012)
#Distributed System
May 7, 2024
Policy Gradient Methods for Reinforcement Learning With Function Approximation (1999)
#Policy Gradient Method
#Reinforcement Learning
April 27, 2024
Spark SQL: Relational Data Processing in Spark (2015)
#SQL
#Spark
April 14, 2024
Neural Collaborative Filtering (2017)
#Collaborative Filtering
March 25, 2024
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World (2003)
#Streaming Data
#PostgreSQL
March 22, 2024
LLaMA Open and Efficient Foundation Language Models (2023)
#Large Language Model
March 14, 2024
Apache Calcite a Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources
#Apache Calcite
March 10, 2024
Mining Association Rules Between Sets of Items in Large Databases (1993)
#Association Rule Mining
March 2, 2024
Poly-Encoders: Architectures and Pre-Training Strategies for Fast and Accurate Multi-Sentence Scoring (2019)
#Transformer
February 24, 2024
THE DESIGN OF POSTGRES (1986)
#RDBMS
#PostgreSQL
February 17, 2024
Retrieval Augmented Generation for Knowledge Intensive NLP Tasks (2021)
#Retrieval Augmented Generation
January 27, 2024
Sorting networks and their applications (1968)
#Sorting Algorithm
January 14, 2024
Billion Scale Similarity Search With GPUs (2017)
#Approximate Nearest Neighbors
January 1, 2024
Conflict-free Replicated Data Types (2011)
#Conflict-Free Replicated Data Types
December 31, 2023
Dense Passage Retrieval for Open-Domain Question Answering (2020)
#Question Answering
December 30, 2023
CAP Twelve Years Later: How the "Rules" Have Changed (2012)
#CAP Theorem
December 23, 2023
Wide and Deep Learning for Recommender Systems (2016)
#Recommendation
December 16, 2023
A Protocol for Packet Network Intercommunication (1974)
#TCP
December 9, 2023
Probablistic Latent Semantic Indexing (1999)
#Latent Semantic Analysis
December 2, 2023
Chord: A Scalable Peer-to-peer Lookup Service for Internet Applications (2001)
#Peer-to-Peer
November 23, 2023
Pastry: Scalable Decentralized Object Location and Routing for Large Scale Peer to Peer Systems (2001)
#Peer-to-Peer
November 7, 2023
An Incremental Approach to Compiler Construction (2006)
#Compiler
October 23, 2023
GAUSSIAN ERROR LINEAR UNITS (GELUs) (2016)
#Activation Function
October 21, 2023
A design methodology for reliable software systems (1972)
#Structured Programming
October 8, 2023
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension (2019)
#Transformer
October 7, 2023
Communicating Sequential Processes (1978)
#Communicating Sequential Processes
#Concurrent Programming
September 30, 2023
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks(2019)
#BERT
#Cosine Similarity
#Transformer
#Sentence Embedding
September 23, 2023
A Unified Architecture for Natural Language Processing: Deep Neural Networks with Multitask Learning (2008)
#Multitask Learning
September 16, 2023
Transmission of Information(1927)
#Entropy
September 9, 2023
RoBERTa: A Robustly Optimized BERT Pretraining Approach(2019)
#BERT
#Byte Pair Encoding
August 27, 2023
Go To Statement Considered Harmful (1968)
#Early Programming
August 26, 2023
Self-Attention with Relative Position Representations(2018)
#Attention
#Transformer
August 19, 2023
Self-Adjusting Binary Search Trees(1985)
#Splay Tree
August 12, 2023
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer(2020)
#Transformer
August 5, 2023
Catalan Numbers(2016)
#Catalan Numbers
July 29, 2023
Layer Normalization (2016)
#Layer Normalization
June 17, 2023