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 QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines Oct 6, 2020 Natural Language Understanding Sentence
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 Learning to Generalize for Sequential Decision Making Oct 5, 2020 Decision Making Imitation 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 Personality Trait Detection Using Bagged SVM over BERT Word Embedding Ensembles Oct 3, 2020 Language Modeling Language Modelling
— Unverified STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ Oct 2, 2020 Classification General Classification
Code Code Available Chinese Long and Short Form Choice Exploiting Neural Network Language Modeling Approaches Oct 1, 2020 Form Language Modeling
— Unverified Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding Sep 30, 2020 BIG-bench Machine Learning Natural Language Understanding
— Unverified Towards Extracting Absolute Event Timelines From English Clinical Reports Sep 28, 2020 Natural Language Understanding Temporal Information Extraction
Code Code Available Domain Adversarial Fine-Tuning as an Effective Regularizer Sep 28, 2020 Linguistic Acceptability Natural Language Understanding
Code Code Available A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution Sep 27, 2020 coreference-resolution Coreference Resolution
Code Code Available SQuARE: Semantics-based Question Answering and Reasoning Engine Sep 22, 2020 Natural Language Understanding Question Answering
— Unverified Assessing the Severity of Health States based on Social Media Posts Sep 21, 2020 Multiview Learning Natural Language Understanding
— Unverified Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution Sep 20, 2020 coreference-resolution Coreference Resolution
— Unverified Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures Sep 18, 2020 Conversation Summarization Decision Making
— Unverified Question Directed Graph Attention Network for Numerical Reasoning over Text Sep 16, 2020 Graph Attention Machine Reading Comprehension
Code Code Available Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction Sep 15, 2020 Natural Language Understanding Relation
Code Code Available Multi-modal embeddings using multi-task learning for emotion recognition Sep 10, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization Aug 27, 2020 Language Modeling Language Modelling
— Unverified Discrete Word Embedding for Logical Natural Language Understanding Aug 26, 2020 Decision Making Natural Language Understanding
— Unverified Is this sentence valid? An Arabic Dataset for Commonsense Validation Aug 25, 2020 Natural Language Understanding Sentence
Code Code Available How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics Aug 24, 2020 Language Modeling Language Modelling
Code Code Available 