Augmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning Approach Jan 31, 2020 Question Answering Visual Question Answering
Code Code Available Pretrained Transformers for Simple Question Answering over Knowledge Graphs Jan 31, 2020 Knowledge Graphs Question Answering
Code Code Available Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks Jan 30, 2020 Entity Extraction using GAN General Classification
Code Code Available The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability Jan 28, 2020 BIG-bench Machine Learning Fact Checking
Code Code Available Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus Jan 27, 2020 Answer Generation Chatbot
Code Code Available Retrospective Reader for Machine Reading Comprehension Jan 27, 2020 Machine Reading Comprehension Question Answering
Code Code Available Intent Classification in Question-Answering Using LSTM Architectures Jan 25, 2020 Classification General Classification
Code Code Available Uncertainty based Class Activation Maps for Visual Question Answering Jan 23, 2020 Deep Learning Probabilistic Deep Learning
— Unverified Robust Explanations for Visual Question Answering Jan 23, 2020 Question Answering Visual Question Answering
Code Code Available ManyModalQA: Modality Disambiguation and QA over Diverse Inputs Jan 22, 2020 Question Answering Transfer Learning
Code Code Available Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models Jan 20, 2020 Question Answering Visual Question Answering
— Unverified Recommending Themes for Ad Creative Design via Visual-Linguistic Representations Jan 20, 2020 Question Answering Recommendation Systems
Code Code Available Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web Jan 16, 2020 Question Answering Semantic Parsing
Code Code Available Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features Jan 14, 2020 Classification Diversity
Code Code Available Negative Statements Considered Useful Jan 13, 2020 Question Answering
— Unverified Reformer: The Efficient Transformer Jan 13, 2020 D4RL Image Generation
Code Code Available MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding Jan 11, 2020 Image Captioning Image-text Retrieval
Code Code Available Visual Question Answering on 360° Images Jan 10, 2020 Question Answering Visual Question Answering
— Unverified Open Domain Question Answering Using Web Tables Jan 10, 2020 Open-Domain Question Answering Question Answering
— Unverified Machine Learning Approaches for Amharic Parts-of-speech Tagging Jan 10, 2020 BIG-bench Machine Learning Information Retrieval
— Unverified In Defense of Grid Features for Visual Question Answering Jan 10, 2020 Image Captioning Question Answering
Code Code Available 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 Side-Tuning: A Baseline for Network Adaptation via Additive Side Networks Dec 31, 2019 Imitation Learning Incremental Learning
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 T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack Dec 22, 2019 Adversarial Attack Adversarial Text
Code Code Available 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 SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Dec 20, 2019 Question Answering Reading Comprehension
— Unverified 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 Differentiable Reasoning on Large Knowledge Bases and Natural Language Dec 17, 2019 Link Prediction 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 KARL: Knowledge-Aware Reasoning Memory Modeling with Reinforcement Learning of Vector Space Dec 16, 2019 Decoder Language Modeling
— 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 Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering Dec 16, 2019 Dialogue Generation Knowledge Base Question Answering
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 Knowledge-based Conversational Search Dec 14, 2019 Conversational Search Question Answering
— Unverified Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking Dec 12, 2019 Entity Linking Knowledge Graphs
— Unverified AliMe KBQA: Question Answering over Structured Knowledge for E-commerce Customer Service Dec 12, 2019 Management Marketing
— 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 Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Dec 6, 2019 Image Retrieval Inductive Bias
— Unverified Machine Translation Evaluation Meets Community Question Answering Dec 6, 2019 Community Question Answering Machine Translation
— Unverified 