Noise Robust Named Entity Understanding for Voice Assistants May 29, 2020 domain classification Entity Linking
— Unverified Contextual Dialogue Act Classification for Open-Domain Conversational Agents May 28, 2020 Classification Dialogue Act Classification
Code Code Available User Intent Inference for Web Search and Conversational Agents May 28, 2020 General Classification intent-classification
— Unverified Syntactic Structure Distillation Pretraining For Bidirectional Encoders May 27, 2020 Knowledge Distillation Language Modeling
— Unverified Counterfactual Detection meets Transfer Learning May 27, 2020 Binary Classification counterfactual
Code Code Available History-Aware Question Answering in a Blocks World Dialogue System May 26, 2020 Natural Language Understanding Question Answering
— Unverified Refining Implicit Argument Annotation for UCCA May 26, 2020 Coreference Resolution Natural Language Understanding
— Unverified Automatic Discovery of Novel Intents & Domains from Text Utterances May 22, 2020 General Classification Natural Language Understanding
— Unverified A Complex KBQA System using Multiple Reasoning Paths May 22, 2020 Natural Language Understanding Question Answering
— Unverified (Re)construing Meaning in NLP May 18, 2020 Natural Language Understanding Survey
— Unverified CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task May 17, 2020 Multiple-choice Natural Language Inference
— Unverified CERT: Contrastive Self-supervised Learning for Language Understanding May 16, 2020 Natural Language Understanding Self-Supervised Learning
Code Code Available Language Conditioned Imitation Learning over Unstructured Data May 15, 2020 continuous-control Continuous Control
— Unverified VirAAL: Virtual Adversarial Active Learning For NLU May 14, 2020 Active Learning Data Augmentation
Code Code Available A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract) May 13, 2020 Natural Language Understanding Temporal Information Extraction
— Unverified The Unstoppable Rise of Computational Linguistics in Deep Learning May 13, 2020 Deep Learning Natural Language Understanding
— Unverified State of the Art Models for Fake News Detection Tasks May 11, 2020 Articles Fake News Detection
Code Code Available A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering May 11, 2020 Natural Language Understanding Question Answering
Code Code Available Probing Linguistic Systematicity May 8, 2020 Natural Language Inference Natural Language Understanding
Code Code Available GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient Inference May 8, 2020 Natural Language Understanding Quantization
— Unverified A Top-Down Neural Architecture towards Text-Level Parsing of Discourse Rhetorical Structure May 6, 2020 Decoder Discourse Parsing
Code Code Available Potential, Challenges and Future Directions for Deep Learning in Prognostics and Health Management Applications May 5, 2020 Deep Learning Management
— Unverified Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions May 4, 2020 Contrastive Learning Multi-Task Learning
Code Code Available How Can We Accelerate Progress Towards Human-like Linguistic Generalization? May 3, 2020 Natural Language Understanding Transfer Learning
— Unverified IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization May 2, 2020 Natural Language Understanding Representation Learning
Code Code Available 