Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets

21 October 2019

Papers citing "Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets"

8 / 8 papers shown

Title
Can Transformers Reason in Fragments of Natural Language? Viktor Schlegel Kamen V. Pavlov Ian Pratt-Hartmann LRM ReLM 17 7 0 10 Nov 2022
Logical Inference for Counting on Semi-structured Tables Tomoya Kurosawa Hitomi Yanaka LMTD 10 2 0 16 Apr 2022
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning Prasetya Ajie Utama N. Moosavi Victor Sanh Iryna Gurevych AAML 56 35 0 09 Sep 2021
Teaching Autoregressive Language Models Complex Tasks By Demonstration Gabriel Recchia 26 22 0 05 Sep 2021
SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics Hitomi Yanaka K. Mineshima Kentaro Inui NAI AI4CE 22 11 0 02 Jun 2021
ANLIzing the Adversarial Natural Language Inference Dataset Adina Williams Tristan Thrush Douwe Kiela AAML 166 45 0 24 Oct 2020
oLMpics -- On what Language Model Pre-training Captures Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 17 300 0 31 Dec 2019
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 294 6,943 0 20 Apr 2018