Title
Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective Mariya Hendriksen Shuo Zhang R. Reinanda Mohamed Yahya Edgar Meij Maarten de Rijke 59 0 0 21 Jul 2024
MirrorCheck: Efficient Adversarial Defense for Vision-Language Models Samar Fares Klea Ziu Toluwani Aremu N. Durasov Martin Takáč Pascal Fua Karthik Nandakumar Ivan Laptev VLM AAML 40 4 0 13 Jun 2024
Benchmark Transparency: Measuring the Impact of Data on Evaluation Venelin Kovatchev Matthew Lease 35 4 0 31 Mar 2024
An Image Is Worth 1000 Lies: Adversarial Transferability across Prompts on Vision-Language Models Haochen Luo Jindong Gu Fengyuan Liu Philip Torr VLM VPVLM AAML 60 21 0 14 Mar 2024
On Evaluating Adversarial Robustness of Large Vision-Language Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Chongxuan Li Ngai-man Cheung Min Lin VLM AAML MLLM 33 166 0 26 May 2023
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models Lukávs Mikula Michal vStefánik Marek Petrovivc Petr Sojka 41 3 0 11 May 2023
The State of Human-centered NLP Technology for Fact-checking Anubrata Das Houjiang Liu Venelin Kovatchev Matthew Lease HILM 34 61 0 08 Jan 2023
DALL-E 2 Fails to Reliably Capture Common Syntactic Processes Evelina Leivada Elliot Murphy G. Marcus 138 37 0 23 Oct 2022
InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples Venelin Kovatchev Mariona Taulé 40 4 0 06 Oct 2022
Frequency Effects on Syntactic Rule Learning in Transformers Jason W. Wei Dan Garrette Tal Linzen Ellie Pavlick 88 63 0 14 Sep 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 230 77 0 30 Dec 2020
ANLIzing the Adversarial Natural Language Inference Dataset Adina Williams Tristan Thrush Douwe Kiela AAML 183 46 0 24 Oct 2020
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 304 7,005 0 20 Apr 2018