Large Language Models

Pretrained Language Models for Dialogue Generation with Multiple Input Sources EMNLP 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 PRHLT-UPV at SemEval-2020 Task 12: BERT for Multilingual Offensive Language Detection SemEval 2020 Probing Pretrained Language Models for Lexical Semantics EMNLP 2020 Probing Task-Oriented Dialogue Representation from Language Models EMNLP 2020 Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT AAAI 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 Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization COLING 2020 Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks NeurIPS 2020 Retrieval Augmented Language Model Pre-Training ICML 2020 Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT EMNLP 2020 Revisiting Pre-Trained Models for Chinese Natural Language Processing EMNLP 2020 RobBERT: a Dutch RoBERTa-based Language Model EMNLP 2020 RoBERT – A Romanian BERT Model COLING 2020 RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark EMNLP 2020 Semantics-Aware BERT for Language Understanding AAAI 2020 Semi-supervised Fine-grained Approach for Arabic dialect detection task COLING 2020 SenseBERT: Driving Some Sense into BERT ACL 2020 Sentence Matching with Syntax- and Semantics-Aware BERT COLING 2020 SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics ACL 2020 SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis COLING 2020 Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Research COLING 2020 SocCogCom at SemEval-2020 Task 11: Characterizing and Detecting Propaganda Using Sentence-Level Emotional Salience Features SemEval 2020