List: 4/27 | Curated by Connor Shorten

Apr 30, 2022

15 stories

4/27
In
Stanford CS224W: Machine Learning with Graphs
by
Kanishk Gandhi
Fantastic Knowledge Graphs and How to Complete ThemKnowledge Graph completion with TransE, ComplEx, and RotatE
By Kanishk Gandhi, Anuj Nagpal, and Aasavari Kakne as part of the Stanford…
Jan 16, 2022
Jan 16, 2022
Ronnie Nelson
Conversational AI Chatbot Market Space: Trends, Use Cases, and StatsIn today’s connected space, conversational AI chatbots and assistants have become more than marketing buzzwords. According to Markets &…
Jan 5, 2022
Jan 5, 2022
Aleksey Korshuk
Optimum Transformers: how to save over $20k a year on NLPIn this tutorial we are going to speed up NLP models more than 10x times and get 1ms latency!
Apr 7, 2022
Apr 7, 2022
In
Pat Inc
by
John Ball
How Semantics Enables Super Knowledge Graphs, Part 1There are a range of techniques to make use of knowledge. The knowledge graph (KG) approach is now quite popular with widespread use, often…
Apr 8, 2022
6
Apr 8, 2022
6
In
TDS Archive
by
Jeremie Harris
AI, single cell genomics, and the new era of computational biologyTali Raveh on the promise of AI-powered single-cell immunology
Feb 2, 2022
1
Feb 2, 2022
1
Jn2279@student.uni-lj.si
Better recommender systems with LightGCNWhen simplification leads to better performance
Mar 7, 2022
Mar 7, 2022
In
TDS Archive
by
Samuel Flender
What exactly happens when we fine-tune BERT?A closer look into some of the recent BERTology research
Feb 21, 2022
3
Feb 21, 2022
3
In
Better Programming
by
Samhita Alla
5 Open-Source Tools That Can Help You Build ML Pipelines With EaseAll production-friendly
Feb 11, 2022
1
Feb 11, 2022
1
In
SyncedReview
by
Synced
DeepMind, Mila & Google Brain Enable Generalization Capabilities for Causal Graph Structure…Discovering a system’s causal relationships and structure is a crucial yet challenging problem in scientific disciplines ranging from…
Apr 22, 2022
Apr 22, 2022
In
SyncedReview
by
Synced
Meet ZEROGEN: An Extreme Method for Dataset Generation via PLMs for Zero-Shot LearningThe impressive generative capacity of large-scale pretrained language models (PLMs) has inspired machine learning researchers to explore…
Feb 18, 2022
Feb 18, 2022
In
TDS Archive
by
Vladimir Blagojevic
Long-Form QA beyond ELI5: an updated dataset and approachWe introduce a successor to the ELI5 dataset, a base for building a long-form question answering (LFQA), a task generating elaborate…
Feb 14, 2022
1
Feb 14, 2022
1
In
Big-ANN-Benchmarks
by
George Williams
NeurIPS 2021 Announcement: The Billion-Scale Approximate Nearest Neighbor Search ChallengeWe are excited to announce that this year’s NeurIPS 2021 Conference will host a first-of-its-kind competition in large scale approximate…
May 18, 2021
May 18, 2021
In
Swiggy Bytes — Tech Blog
by
Manohar Sai Alapati
Item2Vec with Metadata: incorporating side-information in item embeddingsWith inputs from Rutvik Vijjali, Mithun TM
Dec 24, 2021
Dec 24, 2021
Achintya
Movie Recommender powered by Jina AIGet movie recommendations using neural search engine powered by Jina AI
Apr 14, 2022
Apr 14, 2022
In
Netflix TechBlog
by
Netflix Technology Blog
Evolution of ML Fact Storeby Vivek Kaushal
Apr 26, 2022
2
Apr 26, 2022
2

4/27

Fantastic Knowledge Graphs and How to Complete Them

Knowledge Graph completion with TransE, ComplEx, and RotatE By Kanishk Gandhi, Anuj Nagpal, and Aasavari Kakne as part of the Stanford…

Conversational AI Chatbot Market Space: Trends, Use Cases, and Stats

In today’s connected space, conversational AI chatbots and assistants have become more than marketing buzzwords. According to Markets &…

Optimum Transformers: how to save over $20k a year on NLP

In this tutorial we are going to speed up NLP models more than 10x times and get 1ms latency!

How Semantics Enables Super Knowledge Graphs, Part 1

There are a range of techniques to make use of knowledge. The knowledge graph (KG) approach is now quite popular with widespread use, often…

AI, single cell genomics, and the new era of computational biology

Tali Raveh on the promise of AI-powered single-cell immunology

Better recommender systems with LightGCN

When simplification leads to better performance

What exactly happens when we fine-tune BERT?

A closer look into some of the recent BERTology research

5 Open-Source Tools That Can Help You Build ML Pipelines With Ease

All production-friendly

DeepMind, Mila & Google Brain Enable Generalization Capabilities for Causal Graph Structure…

Discovering a system’s causal relationships and structure is a crucial yet challenging problem in scientific disciplines ranging from…

Meet ZEROGEN: An Extreme Method for Dataset Generation via PLMs for Zero-Shot Learning

The impressive generative capacity of large-scale pretrained language models (PLMs) has inspired machine learning researchers to explore…

Long-Form QA beyond ELI5: an updated dataset and approach

We introduce a successor to the ELI5 dataset, a base for building a long-form question answering (LFQA), a task generating elaborate…

NeurIPS 2021 Announcement: The Billion-Scale Approximate Nearest Neighbor Search Challenge

We are excited to announce that this year’s NeurIPS 2021 Conference will host a first-of-its-kind competition in large scale approximate…

Item2Vec with Metadata: incorporating side-information in item embeddings

With inputs from Rutvik Vijjali, Mithun TM

Movie Recommender powered by Jina AI

Get movie recommendations using neural search engine powered by Jina AI

Evolution of ML Fact Store

by Vivek Kaushal

Connor Shorten