On the role of the corpus callosum in interhemispheric functional connectivity in humans [PDF]
Proceedings of the National Academy of Sciences of the United States of America, 2017 Resting state functional connectivity is defined in terms of temporal correlations between physiologic signals, most commonly studied using functional magnetic resonance imaging. Major features of functional connectivity correspond to structural (axonal)
Jarod L Roland +2 more
exaly +3 more sources
How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection [PDF]
arXiv.org, 2023 The introduction of ChatGPT has garnered widespread attention in both academic and industrial communities. ChatGPT is able to respond effectively to a wide range of human questions, providing fluent and comprehensive answers that significantly surpass ...
Biyang Guo +7 more
semanticscholar +1 more source
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset [PDF]
Neural Information Processing Systems, 2023 As language models grow ever larger, the need for large-scale high-quality text datasets has never been more pressing, especially in multilingual settings.
Hugo Laurenccon +53 more
semanticscholar +1 more source
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation [PDF]
Annual Meeting of the Association for Computational Linguistics, 2021 We introduce VoxPopuli, a large-scale multilingual corpus providing 400K hours of unlabeled speech data in 23 languages. It is the largest open data to date for unsupervised representation learning as well as semi-supervised learning.
Changhan Wang +8 more
semanticscholar +1 more source
Genetic diversity across the mitochondrial genome of eastern oysters (Crassostrea virginica) in the northern Gulf of Mexico [PDF]
PeerJ, 2021 The eastern oyster, Crassostrea virginica, is divided into four populations along the western North Atlantic, however, the only published mitochondrial genome sequence was assembled using one individual in Delaware.
Chani R. Rue +11 more
doaj +2 more sources
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus [PDF]
Conference on Empirical Methods in Natural Language Processing, 2021 Large language models have led to remarkable progress on many NLP tasks, and researchers are turning to ever-larger text corpora to train them. Some of the largest corpora available are made by scraping significant portions of the internet, and are ...
Jesse Dodge +6 more
semanticscholar +1 more source
A Neural Corpus Indexer for Document Retrieval [PDF]
Neural Information Processing Systems, 2022 Current state-of-the-art document retrieval solutions mainly follow an index-retrieve paradigm, where the index is hard to be directly optimized for the final retrieval target. In this paper, we aim to show that an end-to-end deep neural network unifying
Yujing Wang +15 more
semanticscholar +1 more source
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference [PDF]
North American Chapter of the Association for Computational Linguistics, 2017 This paper introduces the Multi-Genre Natural Language Inference (MultiNLI) corpus, a dataset designed for use in the development and evaluation of machine learning models for sentence understanding.
Adina Williams +2 more
semanticscholar +1 more source
Automatic Depression Detection: an Emotional Audio-Textual Corpus and A Gru/Bilstm-Based Model [PDF]
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2022 Depression is a global mental health problem, the worst case of which can lead to suicide. An automatic depression detection system provides great help in facilitating depression self-assessment and improving diagnostic accuracy. In this work, we propose
Yingli Shen, Huiyu Yang, Lin Lin
semanticscholar +1 more source
Frontiers in Marine Science, 2023 Spatiotemporal patterns in seagrass-epiphyte dynamics for Thalassia testudinum in the northwestern Gulf of Mexico were evaluated through biomass measurements and scanned-image based metrics to investigate the potentially harmful impact of excessive ...
Chi Huang +3 more
doaj +1 more source