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Papers
DynaSent: A Dynamic Benchmark for Sentiment Analysis
ACL 2021
English Machine Reading Comprehension Datasets: A Survey
EMNLP 2021
FANG-COVID: A New Large-Scale Benchmark Dataset for Fake News Detection in German
EMNLP 2021
ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis
CVPR 2021
Generic Event Boundary Detection: A Benchmark for Event Segmentation
ICCV 2021
GerDaLIR: A German Dataset for Legal Information Retrieval
EMNLP 2021
GMOT-40: A Benchmark for Generic Multiple Object Tracking
CVPR 2021
GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation
ACL 2021
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
AAAI 2021
Improvements and Extensions on Metaphor Detection
ACL 2021
IsarStep: a Benchmark for High-level Mathematical Reasoning
ICLR 2021
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech
EMNLP 2021
LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction
EACL 2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval
EMNLP 2021
MultiLexNorm: A Shared Task on Multilingual Lexical Normalization
EMNLP 2021
Multi-Shot Temporal Event Localization: A Benchmark
CVPR 2021
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition
ICLR 2021
NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters
ACML 2021
NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation
AAAI 2021
NeurST: Neural Speech Translation Toolkit
ACL 2021
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild With Pose Annotations
CVPR 2021
Olá, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer
NAACL 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework
EMNLP 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models
ACL 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark
CVPR 2021