Resources & Methods

Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model ICLR 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 Pretrained Language Models for Dialogue Generation with Multiple Input Sources EMNLP 2020 Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning Interspeech 2020 Pre-training Entity Relation Encoder with Intra-span and Inter-span Information EMNLP 2020 Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ACL 2020 Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information EMNLP 2020 Pre-training via Paraphrasing NeurIPS 2020 Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020 PRHLT-UPV at SemEval-2020 Task 12: BERT for Multilingual Offensive Language Detection SemEval 2020 Probing for Multilingual Numerical Understanding in Transformer-Based Language Models EMNLP 2020 Probing Multilingual BERT for Genetic and Typological Signals COLING 2020 Probing Pretrained Language Models for Lexical Semantics EMNLP 2020 Probing Task-Oriented Dialogue Representation from Language Models EMNLP 2020 Processing effort is a poor predictor of cross-linguistic word order frequency CoNLL 2020 Provenance for Linguistic Corpora through Nanopublications COLING 2020 P-SIF: Document Embeddings Using Partition Averaging AAAI 2020 Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT AAAI 2020 QuASE: Question-Answer Driven Sentence Encoding ACL 2020 Read and Reason with MuSeRC and RuCoS: Datasets for Machine Reading Comprehension for Russian COLING 2020 Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020 RecoBERT: A Catalog Language Model for Text-Based Recommendations EMNLP 2020 Recognizing Euphemisms and Dysphemisms Using Sentiment Analysis ACL 2020