Latest research
December 12, 2023
Stable and fast: ACE, the Ai2 Climate Emulator
We present ACE, a 200M-parameter, autoregressive machine learning emulator of an existing global atmospheric model.December 12, 2023
Protecting marine life with AI
In environmental conservation, AI represents a paradigm shift that can be used as a powerful force for good.December 8, 2023
Camels in a changing climate: Enhancing LM adaptation with Tulu 2
How far we can further push the limits of open-source models? This is the question researchers tackle with Tulu 2.November 30, 2023
Does GPT-4 have theory of mind capabilities?
The FANToM benchmark analyzes theory of mind capabilities of 13 state-of-the-art LLMs based on essential criteria.November 28, 2023
Are you thirsty for social chitchat data?
We introduce SODA, the first million-scale high-quality social chitchat dataset.November 27, 2023
SPECTER2: Adapting scientific document embeddings to multiple fields and task formats
We create SPECTER2, a new scientific document embedding model via a 2-step training process on large datasets.November 17, 2023
Faith and fate: Limits of Transformers on compositionality
Why and when do Transformers succeed or struggle in compositional problems? Find out in our Neurips 2023 paper.October 6, 2023
Case study: Iterative design for skimming support
The Semantic Scholar team announces a skimming feature to help researchers keep up with the latest publications.September 18, 2023