Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey Feb 16, 2020 Information Retrieval Question Answering
— Unverified FQuAD: French Question Answering Dataset Feb 14, 2020 Articles FQuAD
— Unverified Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks Feb 14, 2020 Natural Language Inference Natural Language Understanding
— Unverified Enriching Knowledge Bases with Interesting Negative Statements Feb 14, 2020 Question Answering
— Unverified Learning Relation Entailment with Structured and Textual Information Feb 14, 2020 Question Answering Relation
Code Code Available Sparse and Structured Visual Attention Feb 13, 2020 Image Captioning Question Answering
Code Code Available Component Analysis for Visual Question Answering Architectures Feb 12, 2020 Question Answering Representation Learning
— Unverified Description Based Text Classification with Reinforcement Learning Feb 8, 2020 Classification General Classification
— Unverified Translating Web Search Queries into Natural Language Questions Feb 7, 2020 Community Question Answering Machine Translation
— Unverified Generating Biomedical Question Answering Corpora from Q&A forums Feb 6, 2020 Articles Question Answering
Code Code Available UNCC Biomedical Semantic Question Answering Systems. BioASQ: Task-7B, Phase-B Feb 5, 2020 Question Answering
— Unverified Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker Feb 5, 2020 Dialogue State Tracking Question Answering
— Unverified Web Table Extraction, Retrieval and Augmentation: A Survey Feb 1, 2020 Question Answering Retrieval
— Unverified Pretrained Transformers for Simple Question Answering over Knowledge Graphs Jan 31, 2020 Knowledge Graphs Question Answering
Code Code Available Augmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning Approach Jan 31, 2020 Question Answering Visual Question Answering
Code Code Available Teaching Machines to Converse Jan 31, 2020 Dialogue Generation Question Answering
— Unverified Intent Classification in Question-Answering Using LSTM Architectures Jan 25, 2020 Classification General Classification
Code Code Available Robust Explanations for Visual Question Answering Jan 23, 2020 Question Answering Visual Question Answering
Code Code Available Uncertainty based Class Activation Maps for Visual Question Answering Jan 23, 2020 Deep Learning Probabilistic Deep Learning
— Unverified Recommending Themes for Ad Creative Design via Visual-Linguistic Representations Jan 20, 2020 Question Answering Recommendation Systems
Code Code Available Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models Jan 20, 2020 Question Answering Visual Question Answering
— Unverified Negative Statements Considered Useful Jan 13, 2020 Question Answering
— Unverified MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding Jan 11, 2020 Image Captioning Image-text Retrieval
Code Code Available Open Domain Question Answering Using Web Tables Jan 10, 2020 Open-Domain Question Answering Question Answering
— Unverified Visual Question Answering on 360° Images Jan 10, 2020 Question Answering Visual Question Answering
— Unverified Machine Learning Approaches for Amharic Parts-of-speech Tagging Jan 10, 2020 BIG-bench Machine Learning Information Retrieval
— Unverified Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering Jan 3, 2020 Question Answering Video Description
— Unverified Retrieval Augmented Language Model Pre-Training Jan 1, 2020 Language Modeling Language Modelling
— Unverified What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge Dec 31, 2019 General Knowledge Knowledge Graphs
Code Code Available The Shmoop Corpus: A Dataset of Stories with Loosely Aligned Summaries Dec 30, 2019 Abstractive Text Summarization Form
Code Code Available Vision and Language: from Visual Perception to Content Creation Dec 26, 2019 Decoder Question Answering
— Unverified Learning to Answer Ambiguous Questions with Knowledge Graph Dec 25, 2019 Question Answering
— Unverified SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Dec 20, 2019 Question Answering Reading Comprehension
— Unverified Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Dec 20, 2019 Entity Typing Language Modeling
— Unverified Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Dec 20, 2019 BIG-bench Machine Learning Question Answering
Code Code Available Deep Exemplar Networks for VQA and VQG Dec 19, 2019 Decoder Question Answering
— Unverified Macaw: An Extensible Conversational Information Seeking Platform Dec 18, 2019 Information Retrieval Question Answering
Code Code Available Knowledge-Enhanced Attentive Learning for Answer Selection in Community Question Answering Systems Dec 17, 2019 Answer Selection Community Question Answering
— Unverified Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science Dec 16, 2019 BIG-bench Machine Learning Entity Extraction using GAN
Code Code Available Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Dec 16, 2019 Question Answering Visual Question Answering
— Unverified KARL: Knowledge-Aware Reasoning Memory Modeling with Reinforcement Learning of Vector Space Dec 16, 2019 Decoder Language Modeling
— Unverified Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering Dec 16, 2019 Dialogue Generation Knowledge Base Question Answering
Code Code Available Knowledge-based Conversational Search Dec 14, 2019 Conversational Search Question Answering
— Unverified AliMe KBQA: Question Answering over Structured Knowledge for E-commerce Customer Service Dec 12, 2019 Management Marketing
— Unverified Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking Dec 12, 2019 Entity Linking Knowledge Graphs
— Unverified Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question Answering Dec 11, 2019 Question Answering TAR
Code Code Available Efficient crowdsourcing of crowd-generated microtasks Dec 10, 2019 Question Answering
— Unverified Medication Regimen Extraction From Medical Conversations Dec 10, 2019 Data Augmentation Question Answering
— Unverified AI2D-RST: A multimodal corpus of 1000 primary school science diagrams Dec 9, 2019 Question Answering Visual Question Answering
— Unverified Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering Dec 8, 2019 Community Question Answering Information Retrieval
— Unverified 