Did the Model Understand the Question?

14 May 2018

Pramod Kaushik Mudrakarta

Ankur Taly

Papers citing "Did the Model Understand the Question?"

50 / 110 papers shown

Title
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future Shilin Sun Wenbin An Feng Tian Fang Nan Qidong Liu J. Liu N. Shah Ping Chen 83 2 0 18 Dec 2024
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms Raihan Kabir Naznin Haque Md. Saiful Islam Marium-E. Jannat CoGe 29 1 0 17 Nov 2024
Incorporating Human Explanations for Robust Hate Speech Detection Jennifer L. Chen Faisal Ladhak Daniel Li Noémie Elhadad 28 0 0 09 Nov 2024
Revealing the Barriers of Language Agents in Planning Jian Xie Kexun Zhang Jiangjie Chen Siyu Yuan Kai Zhang Yikai Zhang Lei Li Yanghua Xiao LM&Ro AIFin LRM 22 6 0 16 Oct 2024
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models Yuqing Zhou Ruixiang Tang Ziyu Yao Ziwei Zhu 23 2 0 26 Sep 2024
Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models Sepehr Kamahi Yadollah Yaghoobzadeh 32 0 0 21 Aug 2024
IDT: Dual-Task Adversarial Attacks for Privacy Protection Pedro Faustini Shakila Mahjabin Tonni Annabelle McIver Qiongkai Xu Mark Dras SILM AAML 33 0 0 28 Jun 2024
Desiderata for the Context Use of Question Answering Systems Sagi Shaier Lawrence E Hunter K. Wense 14 4 0 31 Jan 2024
Machine Translation Testing via Syntactic Tree Pruning Quanjun Zhang Juan Zhai Chunrong Fang Jiawei Liu Weisong Sun Haichuan Hu Qingyu Wang 18 3 0 01 Jan 2024
Faithfulness Measurable Masked Language Models Andreas Madsen Siva Reddy Sarath Chandar 32 3 0 11 Oct 2023
A New Baseline Assumption of Integated Gradients Based on Shaply value Shuyang Liu Zixuan Chen Ge Shi Ji Wang Changjie Fan Yu Xiong Runze Wu Yujing Hu Ze Ji Yang Gao 13 3 0 07 Oct 2023
Mitigating Shortcuts in Language Models with Soft Label Encoding Zirui He Huiqi Deng Haiyan Zhao Ninghao Liu Mengnan Du 16 2 0 17 Sep 2023
Automated Testing and Improvement of Named Entity Recognition Systems Boxi Yu Yi-Nuo Hu Qiuyang Mang Wen-Ying Hu Pinjia He 15 6 0 14 Aug 2023
Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction Haotian Chen Bingsheng Chen Xiangdong Zhou 35 6 0 20 Jun 2023
Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions N. Rodis Christos Sardianos Panagiotis I. Radoglou-Grammatikis Panagiotis G. Sarigiannidis Iraklis Varlamis Georgios Th. Papadopoulos 12 22 0 09 Jun 2023
ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing Hua Shen Huang Chieh-Yang Tongshuang Wu Ting-Hao 'Kenneth' Huang 10 37 0 16 May 2023
Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification Jiasheng Si Yingjie Zhu Deyu Zhou AAML 24 3 0 16 May 2023
Adapting Pretrained Language Models for Solving Tabular Prediction Problems in the Electronic Health Record C. McMaster D. Liew Douglas E. V. Pires 22 4 0 27 Mar 2023
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning Jianhua Yuan Yanyan Zhao Bing Qin 33 4 0 20 Dec 2022
Penalizing Confident Predictions on Largely Perturbed Inputs Does Not Improve Out-of-Distribution Generalization in Question Answering Kazutoshi Shinoda Saku Sugawara Akiko Aizawa OOD AAML 21 0 0 29 Nov 2022
On the Robustness of Explanations of Deep Neural Network Models: A Survey Amlan Jyoti Karthik Balaji Ganesh Manoj Gayala Nandita Lakshmi Tunuguntla Sandesh Kamath V. Balasubramanian XAI FAtt AAML 21 4 0 09 Nov 2022
NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel Hamid Palangi Yejin Choi AAML 21 1 0 08 Nov 2022
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions Gaurav Verma Vishwa Vinay Ryan A. Rossi Srijan Kumar VLM AAML 11 8 0 04 Nov 2022
Explaining Translationese: why are Neural Classifiers Better and what do they Learn? Kwabena Amponsah-Kaakyire Daria Pylypenko Josef van Genabith C. España-Bonet 10 6 0 24 Oct 2022
StyLEx: Explaining Style Using Human Lexical Annotations Shirley Anugrah Hayati Kyumin Park Dheeraj Rajagopal Lyle Ungar Dongyeop Kang 14 3 0 14 Oct 2022
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation Peiyi Wang Yifan Song Tianyu Liu Binghuai Lin Yunbo Cao Sujian Li Zhifang Sui CLL SLR 27 22 0 10 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 411 0 03 Oct 2022
Semantic-based Pre-training for Dialogue Understanding Xuefeng Bai Linfeng Song Yue Zhang 24 7 0 19 Sep 2022
MRCLens: an MRC Dataset Bias Detection Toolkit Yifan Zhong Haohan Wang Eric P. Xing 21 0 0 18 Jul 2022
Can Question Rewriting Help Conversational Question Answering? Etsuko Ishii Yan Xu Samuel Cahyawijaya Bryan Wilie 25 9 0 13 Apr 2022
Interpretation of Black Box NLP Models: A Survey Shivani Choudhary N. Chatterjee S. K. Saha FAtt 23 10 0 31 Mar 2022
Towards Understanding and Harnessing the Effect of Image Transformation in Adversarial Detection Hui Liu Bo Zhao Yuefeng Peng Weidong Li Peng Liu AAML 14 1 0 04 Jan 2022
True or False: Does the Deep Learning Model Learn to Detect Rumors? Shiwen Ni Jiawen Li Hung-Yu kao 11 3 0 01 Dec 2021
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification Jasmijn Bastings Sebastian Ebert Polina Zablotskaia Anders Sandholm Katja Filippova 107 75 0 14 Nov 2021
"How Does It Detect A Malicious App?" Explaining the Predictions of AI-based Android Malware Detector Zhi Lu V. Thing AAML 8 4 0 06 Nov 2021
Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding Mengnan Du Subhabrata Mukherjee Yu Cheng Milad Shokouhi Xia Hu Ahmed Hassan Awadallah 44 13 0 16 Oct 2021
Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining Andreas Madsen Nicholas Meade Vaibhav Adlakha Siva Reddy 96 35 0 15 Oct 2021
Attacking Open-domain Question Answering by Injecting Misinformation Liangming Pan Wenhu Chen Min-Yen Kan W. Wang HILM AAML 193 22 0 15 Oct 2021
AES Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses Yaman Kumar Singla Swapnil Parekh Somesh Singh J. Li R. Shah Changyou Chen AAML 16 12 0 24 Sep 2021
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica Shirley Anugrah Hayati Dongyeop Kang Lyle Ungar 13 33 0 06 Sep 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan 24 3 0 31 Aug 2021
Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring Yaman Kumar Singla Avykat Gupta Shaurya Bagga Changyou Chen Balaji Krishnamurthy R. Shah 12 11 0 30 Aug 2021
On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering K. Gouthaman Anurag Mittal CML 28 0 0 28 Aug 2021
Post-hoc Interpretability for Neural NLP: A Survey Andreas Madsen Siva Reddy A. Chandar XAI 13 221 0 10 Aug 2021
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Aditya Gupta Jiacheng Xu Shyam Upadhyay Diyi Yang Manaal Faruqui 21 32 0 08 Jun 2021
Why Machine Reading Comprehension Models Learn Shortcuts? Yuxuan Lai Chen Zhang Yansong Feng Quzhe Huang Dongyan Zhao SyDa 13 52 0 02 Jun 2021
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering Weixin Liang Yanhao Jiang Zixuan Liu GNN 37 32 0 20 Apr 2021
Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training Shunsuke Kitada Hitoshi Iyatomi AAML 11 8 0 18 Apr 2021
Evaluating Saliency Methods for Neural Language Models Shuoyang Ding Philipp Koehn FAtt XAI 13 54 0 12 Apr 2021
Interpreting A Pre-trained Model Is A Key For Model Architecture Optimization: A Case Study On Wav2Vec 2.0 Liu Chen Meysam Asgari 16 1 0 07 Apr 2021