Curriculum Learning for Natural Language Understanding Jul 1, 2020 Natural Language Understanding
— Unverified Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data Jul 1, 2020 Form Natural Language Understanding
— Unverified Recursive Template-based Frame Generation for Task Oriented Dialog Jul 1, 2020 Decoder Natural Language Understanding
— Unverified Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? Jul 1, 2020 coreference-resolution Coreference Resolution
— Unverified Hypernymy Detection for Low-Resource Languages via Meta Learning Jul 1, 2020 Lexical Entailment Meta-Learning
— Unverified tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection Jul 1, 2020 Natural Language Understanding Semantic Similarity
Code Code Available Conscious Intelligence Requires Lifelong Autonomous Programming For General Purposes Jun 30, 2020 Natural Language Understanding
— Unverified Rethinking Positional Encoding in Language Pre-training Jun 28, 2020 Natural Language Understanding Sentence
Code Code Available ProVe -- Self-supervised pipeline for automated product replacement and cold-starting based on neural language models Jun 26, 2020 Demand Forecasting Natural Language Understanding
Code Code Available Neural Machine Translation For Paraphrase Generation Jun 25, 2020 Decoder Machine Translation
— Unverified Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes Jun 24, 2020 Natural Language Understanding
Code Code Available MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients Jun 21, 2020 Image Classification Machine Translation
Code Code Available Memory Transformer Jun 20, 2020 Language Modeling Language Modelling
Code Code Available Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network Jun 19, 2020 Chatbot Information Retrieval
— Unverified Multi-branch Attentive Transformer Jun 18, 2020 Code Generation Machine Translation
Code Code Available EPIE Dataset: A Corpus For Possible Idiomatic Expressions Jun 16, 2020 Machine Translation Natural Language Understanding
Code Code Available A Generative Model for Joint Natural Language Understanding and Generation Jun 12, 2020 Natural Language Understanding Task-Oriented Dialogue Systems
Code Code Available Consolidating Commonsense Knowledge Jun 10, 2020 Common Sense Reasoning Knowledge Graphs
— Unverified MC-BERT: Efficient Language Pre-Training via a Meta Controller Jun 10, 2020 Binary Classification Cloze Test
Code Code Available Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors Jun 10, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified EPIC30M: An Epidemics Corpus Of Over 30 Million Relevant Tweets Jun 9, 2020 Natural Language Understanding
Code Code Available Semantic Loss Application to Entity Relation Recognition Jun 7, 2020 Feature Engineering Natural Language Understanding
— Unverified DeBERTa: Decoding-enhanced BERT with Disentangled Attention Jun 5, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available Accelerating Natural Language Understanding in Task-Oriented Dialog Jun 5, 2020 Natural Language Understanding
Code Code Available Conversational Machine Comprehension: a Literature Review Jun 1, 2020 Machine Reading Comprehension Natural Language Understanding
— Unverified 