Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders Oct 19, 2020 Image Generation Motion Planning
Code Code Available RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling Oct 17, 2020 Dialogue State Tracking Intent Detection
Code Code Available CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Oct 16, 2020 Data Augmentation Diversity
— Unverified Training Shallow Phrase Structure Parsers From Semantic Frames and Simple NLG Oct 15, 2020 Natural Language Understanding Text Generation
— Unverified Pretrained Language Models for Dialogue Generation with Multiple Input Sources Oct 15, 2020 Dialogue Generation Language Modeling
Code Code Available Improving Constituency Parsing with Span Attention Oct 15, 2020 Constituency Parsing Natural Language Understanding
Code Code Available Probing for Multilingual Numerical Understanding in Transformer-Based Language Models Oct 13, 2020 Natural Language Understanding
Code Code Available Incorporating BERT into Parallel Sequence Decoding with Adapters Oct 13, 2020 Machine Translation Natural Language Understanding
Code Code Available Multilingual Argument Mining: Datasets and Analysis Oct 13, 2020 Argument Mining Machine Translation
— Unverified CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations Oct 13, 2020 Natural Language Understanding Sentence
— Unverified Measuring and Reducing Gendered Correlations in Pre-trained Models Oct 12, 2020 Natural Language Understanding
— Unverified TextHide: Tackling Data Privacy in Language Understanding Tasks Oct 12, 2020 Federated Learning Natural Language Understanding
Code Code Available COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Oct 12, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotation Oct 12, 2020 Dialogue State Tracking Natural Language Understanding
Code Code Available Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards Oct 12, 2020 coreference-resolution Coreference Resolution
Code Code Available Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data Oct 9, 2020 counterfactual Natural Language Inference
Code Code Available Pragmatically Informative Color Generation by Grounding Contextual Modifiers Oct 9, 2020 Natural Language Understanding
Code Code Available Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding Oct 8, 2020 Cross-Lingual Transfer Natural Language Understanding
— Unverified Dual Inference for Improving Language Understanding and Generation Oct 8, 2020 Natural Language Understanding Text Generation
Code Code Available BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations Oct 6, 2020 Natural Language Understanding Question Answering
Code Code Available An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks Oct 6, 2020 Machine Translation Natural Language Understanding
Code Code Available QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines Oct 6, 2020 Natural Language Understanding Sentence
Code Code Available Learning to Generalize for Sequential Decision Making Oct 5, 2020 Decision Making Imitation Learning
Code Code Available Self-training Improves Pre-training for Natural Language Understanding Oct 5, 2020 Data Augmentation Few-Shot Learning
Code Code Available DLGNet-Task: An End-to-end Neural Network Framework for Modeling Multi-turn Multi-domain Task-Oriented Dialogue Oct 4, 2020 Dialogue Generation Natural Language Understanding
— Unverified 