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 VisualSem: A High-quality Knowledge Graph for Vision and Language Aug 20, 2020 Data Augmentation Natural Language Understanding
Code Code Available Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Aug 15, 2020 Language Modeling Language Modelling
Code Code Available Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces Aug 14, 2020 All Automatic Speech Recognition
— Unverified Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems Aug 14, 2020 Dialogue State Tracking Few-Shot Learning
— Unverified Privacy Guarantees for De-identifying Text Transformations Aug 7, 2020 BIG-bench Machine Learning De-identification
Code Code Available ConvBERT: Improving BERT with Span-based Dynamic Convolution Aug 6, 2020 Natural Language Understanding
Code Code Available KBot: a Knowledge graph based chatBot for natural language understanding over linked data Aug 1, 2020 Chatbot intent-classification
— Unverified Self-supervised Learning for Large-scale Item Recommendations Jul 25, 2020 Data Augmentation Natural Language Understanding
— Unverified From Spatial Relations to Spatial Configurations Jul 19, 2020 Abstract Meaning Representation Natural Language Understanding
— Unverified Mono vs Multilingual Transformer-based Models: a Comparison across Several Language Tasks Jul 19, 2020 Fake News Detection Language Modeling
Code Code Available Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations Jul 17, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Debiasing Sentence Representations Jul 16, 2020 Linguistic Acceptability Natural Language Understanding
Code Code Available LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning Jul 16, 2020 Logical Reasoning Machine Reading Comprehension
Code Code Available Evaluation Toolkit For Robustness Testing Of Automatic Essay Scoring Systems Jul 14, 2020 Automated Essay Scoring Common Sense Reasoning
Code Code Available HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections Jul 12, 2020 Multi-Task Learning Natural Language Understanding
— Unverified Advances of Transformer-Based Models for News Headline Generation Jul 9, 2020 Headline Generation named-entity-recognition
Code Code Available Logic, Language, and Calculus Jul 6, 2020 Natural Language Inference Natural Language Understanding
— Unverified Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning Jul 3, 2020 Natural Language Understanding speech-recognition
— Unverified A Semantic Web Framework for Automated Smart Assistants: COVID-19 Case Study Jul 1, 2020 Natural Language Understanding
— Unverified Can Wikipedia Categories Improve Masked Language Model Pretraining? Jul 1, 2020 Language Modeling Language Modelling
— Unverified Using Alternate Representations of Text for Natural Language Understanding Jul 1, 2020 Natural Language Understanding
— Unverified CopyBERT: A Unified Approach to Question Generation with Self-Attention Jul 1, 2020 Dependency Parsing Language Modeling
— Unverified Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding Jul 1, 2020 Information Retrieval Natural Language Understanding
— Unverified Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences Jul 1, 2020 Natural Language Inference Natural Language Understanding
— Unverified 