WNLI

Winograd NLI

Dataset Information
License
Unknown
Homepage
Official Website
Contents

Overview

The WNLI dataset is a part of the GLUE benchmark used for Natural Language Inference (NLI). It contains pairs of sentences, and the task is to determine whether the second sentence is an entailment of the first one or not. The dataset is used to train and evaluate models on their ability to understand these relationships between sentences.

Variants: WNLI

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Natural Language Inference RWKV-4-Raven-14B RWKV: Reinventing RNNs for the … 2023-05-22
Natural Language Inference FLAN 137B (zero-shot) Finetuned Language Models Are Zero-Shot … 2021-09-03
Natural Language Inference FLAN 137B (few-shot, k=4) Finetuned Language Models Are Zero-Shot … 2021-09-03
Natural Language Inference SqueezeBERT SqueezeBERT: What can computer vision … 2020-06-19
Natural Language Inference DeBERTa DeBERTa: Decoding-enhanced BERT with Disentangled … 2020-06-05
Natural Language Inference T5-XL 3B Exploring the Limits of Transfer … 2019-10-23
Natural Language Inference T5-Base 220M Exploring the Limits of Transfer … 2019-10-23
Natural Language Inference T5-Small 60M Exploring the Limits of Transfer … 2019-10-23
Natural Language Inference T5-Large 770M Exploring the Limits of Transfer … 2019-10-23
Natural Language Inference T5-XXL 11B Exploring the Limits of Transfer … 2019-10-23
Natural Language Inference DistilBERT 66M DistilBERT, a distilled version of … 2019-10-02
Natural Language Inference ALBERT ALBERT: A Lite BERT for … 2019-09-26
Natural Language Inference StructBERTRoBERTa ensemble StructBERT: Incorporating Language Structures into … 2019-08-13
Natural Language Inference ERNIE 2.0 Large ERNIE 2.0: A Continual Pre-training … 2019-07-29
Natural Language Inference HNN A Hybrid Neural Network Model … 2019-07-27
Natural Language Inference HNNensemble A Hybrid Neural Network Model … 2019-07-27
Natural Language Inference RoBERTa (ensemble) RoBERTa: A Robustly Optimized BERT … 2019-07-26
Natural Language Inference XLNet XLNet: Generalized Autoregressive Pretraining for … 2019-06-19
Natural Language Inference BERT-base 110M (fine-tuned on WSCR) A Surprisingly Robust Trick for … 2019-05-15
Natural Language Inference BERT-large 340M (fine-tuned on WSCR) A Surprisingly Robust Trick for … 2019-05-15

Research Papers

Recent papers with results on this dataset:

External Links: