| 'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering (VQA) Tasks | Mar 28, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Generating and Evaluating Explanations of Attended and Error-Inducing Input Regions for VQA Models | Mar 26, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Visual Grounding Strategies for Text-Only Natural Language Processing | Mar 25, 2021 | Image RetrievalLanguage Modeling | —Unverified | 0 |
| Multi-Modal Answer Validation for Knowledge-Based VQA | Mar 23, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
| How to Design Sample and Computationally Efficient VQA Models | Mar 22, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| A Comprehensive Survey of Scene Graphs: Generation and Application | Mar 17, 2021 | Image CaptioningQuestion Answering | —Unverified | 0 |
| Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA | Mar 17, 2021 | Question AnsweringRelational Reasoning | CodeCode Available | 0 |
| Characterizing Misclassifications of Deep NLP Models | Mar 12, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| RL-CSDia: Representation Learning of Computer Science Diagrams | Mar 10, 2021 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering | Mar 9, 2021 | Optical Character Recognition (OCR)Question Answering | CodeCode Available | 0 |
| Contextual Dropout: An Efficient Sample-Dependent Dropout Module | Mar 6, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Visual Question Answering: which investigated applications? | Mar 4, 2021 | Image CaptioningQuestion Answering | CodeCode Available | 0 |
| Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues | Mar 1, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Learning Compositional Representation for Few-shot Visual Question Answering | Feb 21, 2021 | AttributeQuestion Answering | —Unverified | 0 |
| Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer | Feb 18, 2021 | DecoderDocument Image Classification | CodeCode Available | 1 |
| SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering | Feb 18, 2021 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts | Feb 17, 2021 | Caption GenerationDiversity | CodeCode Available | 1 |
| Unifying Vision-and-Language Tasks via Text Generation | Feb 4, 2021 | Conditional Text GenerationDecoder | CodeCode Available | 1 |
| Answer Questions with Right Image Regions: A Visual Attention Regularization Approach | Feb 3, 2021 | Question AnsweringVisual Grounding | CodeCode Available | 0 |
| An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games | Jan 31, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| VisualMRC: Machine Reading Comprehension on Document Images | Jan 27, 2021 | Machine Reading ComprehensionNatural Language Understanding | CodeCode Available | 1 |
| Unanswerable Questions about Images and Texts | Jan 25, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Visual Question Answering based on Local-Scene-Aware Referring Expression Generation | Jan 22, 2021 | Question AnsweringReferring Expression | —Unverified | 0 |
| Understanding in Artificial Intelligence | Jan 17, 2021 | Natural Language UnderstandingQuestion Answering | —Unverified | 0 |
| Latent Variable Models for Visual Question Answering | Jan 16, 2021 | BenchmarkingQuestion Answering | —Unverified | 0 |
