Resources & Methods

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL 2022 Data Contamination: From Memorization to Exploitation ACL 2022 Data Distributional Properties Drive Emergent In-Context Learning in Transformers NeurIPS 2022 Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022 DataScience-Polimi at SemEval-2022 Task 8: Stacking Language Models to Predict News Article Similarity SemEval 2022 Dataset Debt in Biomedical Language Modeling ACL 2022 Dataset Geography: Mapping Language Data to Language Users ACL 2022 DE-ABUSE@TamilNLP-ACL 2022: Transliteration as Data Augmentation for Abuse Detection in Tamil ACL 2022 Dealing with Abbreviations in the Slovenian Biographical Lexicon EMNLP 2022 Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022 Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention EMNLP 2022 DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks NAACL 2022 Deciphering and Characterizing Out-of-Vocabulary Words for Morphologically Rich Languages COLING 2022 Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning NeurIPS 2022 Deduplicating Training Data Makes Language Models Better ACL 2022 Deduplicating Training Data Mitigates Privacy Risks in Language Models ICML 2022 DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models NAACL 2022 Deep Bidirectional Language-Knowledge Graph Pretraining NeurIPS 2022 DeepMistake at LSCDiscovery: Can a Multilingual Word-in-Context Model Replace Human Annotators? ACL 2022 DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022 DEER: Descriptive Knowledge Graph for Explaining Entity Relationships EMNLP 2022 Dense Template Retrieval for Customer Support COLING 2022 DENTRA: Denoising and Translation Pre-training for Multilingual Machine Translation EMNLP 2022 Deploying Unified BERT Moderation Model for E-Commerce Reviews EMNLP 2022 Design principles of an open-source language modeling microservice package for AAC text-entry applications ACL 2022