Large Language Models

Multi-dialect Arabic BERT for Country-level Dialect Identification COLING 2020 Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing COLING 2020 Multilingual Emoticon Prediction of Tweets about COVID-19 COLING 2020 Multi-Scale Self-Attention for Text Classification AAAI 2020 MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning SemEval 2020 Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models COLING 2020 Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly ACL 2020 newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations for Propaganda Classification SemEval 2020 NILC at SR’20: Exploring Pre-Trained Models in Surface Realisation COLING 2020 NLP Service APIs and Models for Efficient Registration of New Clients EMNLP 2020 Noisy Text Data: Achilles’ Heel of BERT EMNLP 2020 On the Branching Bias of Syntax Extracted from Pre-trained Language Models EMNLP 2020 On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining EMNLP 2020 On-The-Fly Information Retrieval Augmentation for Language Models ACL 2020 On the importance of pre-training data volume for compact language models EMNLP 2020 Parallel Data Augmentation for Formality Style Transfer ACL 2020 ParBLEU: Augmenting Metrics with Automatic Paraphrases for the WMT’20 Metrics Shared Task EMNLP 2020 PatchBERT: Just-in-Time, Out-of-Vocabulary Patching EMNLP 2020 Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT ACL 2020 PhoBERT: Pre-trained language models for Vietnamese EMNLP 2020 PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable ACL 2020 PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination ICML 2020 Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification ICML 2020 Pre-trained Language Model Based Active Learning for Sentence Matching COLING 2020 Pretrained Language Model Embryology: The Birth of ALBERT EMNLP 2020