Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension
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- Type
- article
- Published
- 2017-07-21
- Cited by
- 393
- References
- 31
- OpenAlex
- https://openalex.org/W2746097825
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1310550
Keywords
Question answering, Computer science, Comprehension, Artificial intelligence, Natural language processing
References
- Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question
- Teaching Machines to Read and Comprehend
- Very Deep Convolutional Networks for Large-Scale Image Recognition
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- What is the Jeopardy Model? A Quasi-Synchronous Grammar for QA
- MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text
- The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations
- Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images
- A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input
- Large-scale Semantic Parsing via Schema Matching and Lexicon Extension
- MovieQA: Understanding Stories in Movies through Question-Answering
- Visual Madlibs: Fill in the Blank Description Generation and Question Answering
- Semantic Parsing on Freebase from Question-Answer Pairs
- Dynamic Memory Networks for Visual and Textual Question Answering
- Hierarchical Memory Networks
- Hierarchical Question-Image Co-Attention for Visual Question Answering
- VQA: Visual Question Answering
- A Diagram is Worth a Dozen Images
- Bidirectional Attention Flow for Machine Comprehension
Cited by
- Language Based Mapping of Science Assessment Items to Skills
- IQA: Visual Question Answering in Interactive Environments
- Span-based Neural Structured Prediction
- DVQA: Understanding Data Visualizations via Question Answering
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
- Large-Scale QA-SRL Parsing
- Textbook Question Answering Under Instructor Guidance with Memory Networks
- CNN for Text-Based Multiple Choice Question Answering
- Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences
- A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset
- RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes
- Answering Science Exam Questions Using Query Rewriting with Background Knowledge
- Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
- Essay-Anchor Attentive Multi-Modal Bilinear Pooling for Textbook Question Answering
- Textbook Question Answering with Knowledge Graph Understanding and Unsupervised Open-set Text Comprehension
- Can Machines Learn to Comprehend Scientific Literature?
- Towards VQA Models That Can Read
- Unsupervised Discovery of Multimodal Links in Multi-image, Multi-sentence Documents
- Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering
- Dynamically defined wild knots and Othoniel's My Way
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