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Announcing a trio of RoboTHOR Challenges for 2021
Announcing a trio of RoboTHOR Challenges for 2021
The Embodied-AI Workshop at CVPR 2021 will be host to 12 challenges, including 3 from AI2
Speed up your training with AI2-THOR 2.7.0
Speed up your training with AI2-THOR 2.7.0
The 2.7.0 release of AI2-THOR brings a number of performance improvements that can provide a dramatic boost to your training performance…
Static datasets are so 2020: Using interactive gameplay to teach AI about the world
Static datasets are so 2020: Using interactive gameplay to teach AI about the world
Interaction and gameplay provide a new paradigm for enabling artificial agents to represent their world
A New Paradigm for Human-in-the-Loop Evaluation of Generated Text
A New Paradigm for Human-in-the-Loop Evaluation of Generated Text
Progress in NLP is usually measured by automatically computed metrics on shared benchmarks, such as the F1 score on the popular Stanford…
UnQovering Stereotypical Biases in
Question Answering Models
UnQovering Stereotypical Biases in
Question Answering Models
Natural language question answering by AI systems has grown by leaps and bounds in recent years thanks to the emergence of powerful new…
A guide to language model sampling in AllenNLP
A guide to language model sampling in AllenNLP
How randomness can be used to make language models more creative
Introducing TLDRs on Semantic Scholar
Introducing TLDRs on Semantic Scholar
Semantic Scholar’s new AI-powered TLDR feature automatically generates extreme summaries to help you decide what to read next.
Using AI to Extract a Knowledge Base of COVID-19 Mechanisms
Using AI to Extract a Knowledge Base of COVID-19 Mechanisms
By Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Eric Horvitz, Roy Schwartz and Hannaneh Hajishirzi
Sanjana Chintalapati awarded AI2’s Outstanding Engineer Scholarship
Sanjana Chintalapati awarded AI2’s Outstanding Engineer Scholarship
This week, AI2 and the UW Allen School are proud to announce that junior Sanjana Chintalapati is the recipient of the 2021 Allen AI…
What Open Data Tells Us About Rejected ICLR Submissions
What Open Data Tells Us About Rejected ICLR Submissions
Reviewing can be a noisy process. What happens to papers which are rejected?
Toxic Degeneration in Pretrained Language Models
Toxic Degeneration in Pretrained Language Models
How toxic, false, and biased web data is causing real problems for popular language models.
Python caching in GitHub Actions
Python caching in GitHub Actions
How to speed up slow Python builds in GitHub Actions with effective caching
Tutorial: training on larger batches with less memory in AllenNLP
Tutorial: training on larger batches with less memory in AllenNLP
This is part of a series of mini-tutorials to help you with various aspects of the AllenNLP library.
Tutorial: How to train with multiple GPUs in AllenNLP
Tutorial: How to train with multiple GPUs in AllenNLP
This is part of a series of mini-tutorials to help you with various aspects of the AllenNLP library.
Tutorial: How to upload transformer weights and tokenizers from AllenNLP to HuggingFace
Tutorial: How to upload transformer weights and tokenizers from AllenNLP to HuggingFace
This is the first of a series of mini tutorials to help you with various aspects of the AllenNLP library.
Building a Better Search Engine for Semantic Scholar
Building a Better Search Engine for Semantic Scholar
A “tell-all” account of improving our academic search engine.
Why we’re joining the Open COVID Pledge
Why we’re joining the Open COVID Pledge
Semantic Scholar is committed to open science.
AllenNLP 1.0
AllenNLP 1.0
The 1.0 version of AllenNLP is the culmination of several months of work from our engineering team. The AllenNLP library has had…
The Impact of COVID-19 on Scientific Productivity
The Impact of COVID-19 on Scientific Productivity
Has the COVID-19 pandemic, and the associated work-from-home measures, dampened scientific productivity?
2020 Allen AI Outstanding Engineer Scholarship
2020 Allen AI Outstanding Engineer Scholarship
This week, AI2 and the UW Allen School are proud to announce that Jenny Liang is the recipient of the 2020 Allen AI Outstanding Engineer…
