Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset
Evaluation for Text Classification

Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification

4 May 2022

See-Kiong Ng

Papers citing "Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification"

6 / 6 papers shown

Title
Rethinking the Effectiveness of Graph Classification Datasets in Benchmarks for Assessing GNNs Zhengdao Li Yong Cao Kefan Shuai Yiming Miao Kai Hwang 58 2 0 06 Jul 2024
ROUGE-K: Do Your Summaries Have Keywords? Sotaro Takeshita Simone Paolo Ponzetto Kai Eckert 37 0 0 08 Mar 2024
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 224 1,664 0 15 Oct 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 260 285 0 02 Feb 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 307 7,005 0 20 Apr 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,377 0 25 Aug 2014