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Question Answering

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Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs ACL 2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" ICML 2020
Retrieval Augmented Language Model Pre-Training ICML 2020
Handling Anomalies of Synthetic Questions in Unsupervised Question Answering COLING 2020
Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings COLING 2020
A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving EMNLP 2020
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets EMNLP 2020
A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering EMNLP 2020
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR COLING 2020
Feature Augmented Memory with Global Attention Network for VideoQA IJCAI 2020
Can Pre-training help VQA with Lexical Variations? EMNLP 2020
What do Models Learn from Question Answering Datasets? EMNLP 2020
Learning a Cost-Effective Annotation Policy for Question Answering EMNLP 2020
PolicyQA: A Reading Comprehension Dataset for Privacy Policies EMNLP 2020
Leveraging Extracted Model Adversaries for Improved Black Box Attacks EMNLP 2020
A New Neural Search and Insights Platform for Navigating and Organizing AI Research EMNLP 2020
UCD-CS at W-NUT 2020 Shared Task-3: A Text to Text Approach for COVID-19 Event Extraction on Social Media EMNLP 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning EMNLP 2020
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow EMNLP 2020
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering EMNLP 2020
Decoding Language Spatial Relations to 2D Spatial Arrangements EMNLP 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions EMNLP 2020
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering EMNLP 2020
Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020
Event Extraction as Machine Reading Comprehension EMNLP 2020