output
20132026
most citedCovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

779 citations

Showing 2021Show all

11 papers · 1 filter

cs.CL2021★ 9 cited

Explainable Fact-checking through Question Answering

Jing Yang, Didier Vega-Oliveros, Taís Seibt +1

Misleading or false information has been creating chaos in some places around the world. To mitigate this issue, many researchers have proposed automated fact-checking methods to f…

cs.CL2021★ 11 cited

Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0

Sameer Khurana, Antoine Laurent, James Glass

We propose a simple and effective cross-lingual transfer learning method to adapt monolingual wav2vec-2.0 models for Automatic Speech Recognition (ASR) in resource-scarce languages…

cs.CL2021★ 10 cited

Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars

Ryo Yoshida, Hiroshi Noji, Yohei Oseki

In computational linguistics, it has been shown that hierarchical structures make language models (LMs) more human-like. However, the previous literature has been agnostic about a…

cs.CL2021★ 22 cited

A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction

Jian Cheng, Tian Zhang, Shuang Zhang +5

In knowledge graph construction, a challenging issue is how to extract complex (e.g., overlapping) entities and relationships from a small amount of unstructured historical data. T…

cs.NE2021★ 3 cited

Competition on Dynamic Optimization Problems Generated by Generalized Moving Peaks Benchmark (GMPB)

Danial Yazdani, Michalis Mavrovouniotis, Changhe Li +6

The Generalized Moving Peaks Benchmark (GMPB) is a tool for generating continuous dynamic optimization problem instances with controllable dynamic and morphological characteristics…

eess.IV2021★ 16 cited

The Federated Tumor Segmentation (FeTS) Challenge

Sarthak Pati, Ujjwal Baid, Maximilian Zenk +29

This manuscript describes the first challenge on Federated Learning, namely the Federated Tumor Segmentation (FeTS) challenge 2021. International challenges have become the standar…