research
∙
07/18/2023
Llama 2: Open Foundation and Fine-Tuned Chat Models
In this work, we develop and release Llama 2, a collection of pretrained...
share
research
∙
05/23/2023
Sequence Modeling is a Robust Contender for Offline Reinforcement Learning
Offline reinforcement learning (RL) allows agents to learn effective, re...
research
∙
03/10/2023
AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model
As large dialogue models become commonplace in practice, the problems su...
research
∙
10/22/2022
DiscoSense: Commonsense Reasoning with Discourse Connectives
We present DiscoSense, a benchmark for commonsense reasoning via underst...
research
∙
01/28/2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey
While commonsense knowledge acquisition and reasoning has traditionally ...
research
∙
10/04/2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics
Much of recent progress in NLU was shown to be due to models' learning d...
research
∙
05/15/2020
Adaptive Transformers for Learning Multimodal Representations
The usage of transformers has grown from learning about language semanti...
research
∙
09/28/2019
On Generalizing Detection Models for Unconstrained Environments
Object detection has seen tremendous progress in recent years. However, ...
research
∙
08/20/2018