research
∙
05/23/2023
DUBLIN – Document Understanding By Language-Image Network
Visual document understanding is a complex task that involves analyzing ...
share
research
∙
12/20/2022
A Length-Extrapolatable Transformer
Position modeling plays a critical role in Transformers. In this paper, ...
research
∙
11/23/2022
TorchScale: Transformers at Scale
Large Transformers have achieved state-of-the-art performance across man...
research
∙
11/16/2022
Holistic Evaluation of Language Models
Language models (LMs) are becoming the foundation for almost all major l...
research
∙
10/13/2022
Language Model Decoding as Likelihood-Utility Alignment
A critical component of a successful language generation pipeline is the...
research
∙
02/27/2022
OCR Improves Machine Translation for Low-Resource Languages
We aim to investigate the performance of current OCR systems on low reso...
research
∙
06/06/2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
One of the biggest challenges hindering progress in low-resource and mul...
research
∙
11/01/2019
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data
Pre-training text representations have led to significant improvements i...
research
∙
02/04/2019
