natural language understanding

Semi-supervised Interactive Intent Labeling NAACL 2021 Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning ICLR 2021 Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees EACL 2021 Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021 Targeted Adversarial Training for Natural Language Understanding NAACL 2021 Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021 Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data ACL 2021 The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers EMNLP 2021 Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021 Towards Emotional Support Dialog Systems ACL 2021 Training Dynamic based data filtering may not work for NLP datasets EMNLP 2021 UniT: Multimodal Multitask Learning With a Unified Transformer ICCV 2021 Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models ACL 2021 Using Pause Information for More Accurate Entity Recognition EMNLP 2021 What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? ACL 2021 When Do You Need Billions of Words of Pretraining Data? ACL 2021 X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering NAACL 2021 XPersona: Evaluating Multilingual Personalized Chatbot EMNLP 2021 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP 2021 Accelerating Natural Language Understanding in Task-Oriented Dialog ACL 2020 Accurate polyglot semantic parsing with DAG grammars EMNLP 2020 A Cognitively Motivated Approach to Spatial Information Extraction EMNLP 2020 A Comprehensive Evaluation of Incremental Speech Recognition and Diarization for Conversational AI COLING 2020 Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model (Student Abstract) AAAI 2020 A Deep Learning System for Sentiment Analysis of Service Calls ACL 2020