Large Language Models

Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models EACL 2021 Multilingual Language Models Predict Human Reading Behavior NAACL 2021 Multilingual Pre-training with Universal Dependency Learning NeurIPS 2021 Multilingual Slavic Named Entity Recognition EACL 2021 Multilingual Translation via Grafting Pre-trained Language Models EMNLP 2021 MVP-BERT: Multi-Vocab Pre-training for Chinese BERT ACL 2021 Named Entity Recognition for Entity Linking: What Works and What’s Next EMNLP 2021 Natural Language Processing for Computer Scientists and Data Scientists at a Large State University NAACL 2021 Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021 Neural Language Modeling for Contextualized Temporal Graph Generation NAACL 2021 NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application EMNLP 2021 NLP for Consumer Protection: Battling Illegal Clauses in German Terms and Conditions in Online Shopping ACL 2021 NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection SemEval 2021 NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques SemEval 2021 nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? ACL 2021 Noise Stability Regularization for Improving BERT Fine-tuning NAACL 2021 Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021 NUIG-DSI’s submission to The GEM Benchmark 2021 ACL 2021 On the Effects of Transformer Size on In- and Out-of-Domain Calibration EMNLP 2021 On the Influence of Masking Policies in Intermediate Pre-training EMNLP 2021 On the Limits of Minimal Pairs in Contrastive Evaluation EMNLP 2021 On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines ICLR 2021 On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning NAACL 2021 On Writing a Textbook on Natural Language Processing NAACL 2021 Parallel Refinements for Lexically Constrained Text Generation with BART EMNLP 2021