Natural Language Processing

Improving Compositional Generalization in Classification Tasks via Structure Annotations ACL 2021 Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents IJCAI 2021 Improving Cross-Lingual Sentiment Analysis via Conditional Language Adversarial Nets NAACL 2021 Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting ACL 2021 Improving Dialogue State Tracking by Joint Slot Modeling EMNLP 2021 Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation EMNLP 2021 Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning EMNLP 2021 Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations EMNLP 2021 Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation ACL 2021 Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task EMNLP 2021 Improving Evidence Retrieval for Automated Explainable Fact-Checking NAACL 2021 Improving Factual Consistency of Abstractive Summarization on Customer Feedback ACL 2021 Improving Factual Consistency of Abstractive Summarization via Question Answering ACL 2021 Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories EMNLP 2021 Improving Formality Style Transfer with Context-Aware Rule Injection ACL 2021 Improving Human Text Simplification with Sentence Fusion NAACL 2021 Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction ACL 2021 Improving Machine Translation of Rare and Unseen Word Senses EMNLP 2021 Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021 Improving Model Generalization: A Chinese Named Entity Recognition Case Study ACL 2021 Improving Multilingual Neural Machine Translation with Auxiliary Source Languages EMNLP 2021 Improving Multilingual Translation by Representation and Gradient Regularization EMNLP 2021 Improving Multimodal fusion via Mutual Dependency Maximisation EMNLP 2021 Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis EMNLP 2021 Improving Multi-Party Dialogue Discourse Parsing via Domain Integration EMNLP 2021