On the Robustness of Language Encoders against Grammatical Errors

12 May 2020

Papers citing "On the Robustness of Language Encoders against Grammatical Errors"

21 / 21 papers shown

Title
Out of Style: RAG's Fragility to Linguistic Variation Tianyu Cao Neel Bhandari Akhila Yerukola Akari Asai Maarten Sap 34 1 0 11 Apr 2025
We're Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text Aarohi Srivastava David Chiang 65 0 0 10 Apr 2024
SenTest: Evaluating Robustness of Sentence Encoders Tanmay Chavan Shantanu Patankar Aditya Kane Omkar Gokhale Geetanjali Kale Raviraj Joshi 24 0 0 29 Nov 2023
BERTwich: Extending BERT's Capabilities to Model Dialectal and Noisy Text Aarohi Srivastava David Chiang 30 6 0 31 Oct 2023
Red Teaming Language Model Detectors with Language Models Zhouxing Shi Yihan Wang Fan Yin Xiangning Chen Kai-Wei Chang Cho-Jui Hsieh DeLMO 22 50 0 31 May 2023
RuCoLA: Russian Corpus of Linguistic Acceptability Vladislav Mikhailov T. Shamardina Max Ryabinin A. Pestova I. Smurov Ekaterina Artemova 32 28 0 23 Oct 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation Fan Yin Yao Li Cho-Jui Hsieh Kai-Wei Chang AAML 72 4 0 22 Oct 2022
Discovering Differences in the Representation of People using Contextualized Semantic Axes L. Lucy Divya Tadimeti David Bamman 43 11 0 21 Oct 2022
On the Paradox of Learning to Reason from Data Honghua Zhang Liunian Harold Li Tao Meng Kai-Wei Chang Mathias Niepert NAI ReLM OOD LRM 140 104 0 23 May 2022
Acceptability Judgements via Examining the Topology of Attention Maps D. Cherniavskii Eduard Tulchinskii Vladislav Mikhailov Irina Proskurina Laida Kushnareva Ekaterina Artemova S. Barannikov Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 780 19 0 19 May 2022
Threats to Pre-trained Language Models: Survey and Taxonomy Shangwei Guo Chunlong Xie Jiwei Li Lingjuan Lyu Tianwei Zhang PILM 27 30 0 14 Feb 2022
Variation and generality in encoding of syntactic anomaly information in sentence embeddings Qinxuan Wu Allyson Ettinger 23 2 0 12 Nov 2021
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation David Alfonso-Hermelo Ahmad Rashid Abbas Ghaddar Huawei Noah’s Mehdi Rezagholizadeh 39 2 0 09 Nov 2021
Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation Bingqian Lin Yi Zhu Yanxin Long Xiaodan Liang QiXiang Ye Liang Lin AAML 43 16 0 23 Jul 2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers Xiaofei Ma Cicero Nogueira dos Santos Andrew O. Arnold 18 20 0 27 May 2021
On the Adversarial Robustness of Vision Transformers Rulin Shao Zhouxing Shi Jinfeng Yi Pin-Yu Chen Cho-Jui Hsieh ViT 33 138 0 29 Mar 2021
Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning Chenglei Si Zhengyan Zhang Fanchao Qi Zhiyuan Liu Yasheng Wang Qun Liu Maosong Sun AAML SILM 25 67 0 31 Dec 2020
Word Shape Matters: Robust Machine Translation with Visual Embedding Haohan Wang Peiyan Zhang Eric Xing 150 13 0 20 Oct 2020
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 883 0 03 May 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 258 916 0 21 Apr 2018
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 6,996 0 20 Apr 2018