Natural Language Processing

Improving Low-Resource Languages in Pre-Trained Multilingual Language Models EMNLP 2022 Improving Low-resource RRG Parsing with Cross-lingual Self-training COLING 2022 Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge ACL 2022 Improving Machine Translation Formality Control with Weakly-Labelled Data Augmentation and Post Editing Strategies ACL 2022 Improving Machine Translation with Phrase Pair Injection and Corpus Filtering EMNLP 2022 Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness NAACL 2022 Improving Multi-label Malevolence Detection in Dialogues through Multi-faceted Label Correlation Enhancement ACL 2022 Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022 Improving Multi-task Stance Detection with Multi-task Interaction Network EMNLP 2022 Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning EMNLP 2022 Improving negation detection with negation-focused pre-training NAACL 2022 Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation AAAI 2022 Improving Neural Machine Translation with the Abstract Meaning Representation by Combining Graph and Sequence Transformers NAACL 2022 Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation NAACL 2022 Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022 Improving Non-Autoregressive Neural Machine Translation via Modeling Localness COLING 2022 Improving Non-Autoregressive Translation Models Without Distillation ICLR 2022 Improving Passage Retrieval with Zero-Shot Question Generation EMNLP 2022 Improving POS Tagging for Arabic Dialects on Out-of-Domain Texts EMNLP 2022 Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022 Improving Rare Word Recognition with LM-aware MWER Training Interspeech 2022 Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022 Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity ACL 2022 Improving Robustness of Language Models from a Geometry-aware Perspective ACL 2022 Improving Romanian BioNER Using a Biologically Inspired System ACL 2022