Large Language Models

Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset AAAI 2020 Transformers: State-of-the-Art Natural Language Processing EMNLP 2020 Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task ACL 2020 TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification EMNLP 2020 Two-Phase Cross-Lingual Language Model Fine-Tuning for Machine Translation Quality Estimation EMNLP 2020 Two Stage Transformer Model for COVID-19 Fake News Detection and Fact Checking COLING 2020 UHH-LT at SemEval-2020 Task 12: Fine-Tuning of Pre-Trained Transformer Networks for Offensive Language Detection SemEval 2020 UiO-UvA at SemEval-2020 Task 1: Contextualised Embeddings for Lexical Semantic Change Detection SemEval 2020 UMSIForeseer at SemEval-2020 Task 11: Propaganda Detection by Fine-Tuning BERT with Resampling and Ensemble Learning SemEval 2020 UNIFIEDQA: Crossing Format Boundaries with a Single QA System EMNLP 2020 Unified Vision-Language Pre-Training for Image Captioning and VQA AAAI 2020 UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database AACL 2020 Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining COLING 2020 Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender Bias COLING 2020 Unsupervised Commonsense Question Answering with Self-Talk EMNLP 2020 Unsupervised Cross-lingual Representation Learning at Scale ACL 2020 Unsupervised Domain Clusters in Pretrained Language Models ACL 2020 Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion EMNLP 2020 UoB at SemEval-2020 Task 12: Boosting BERT with Corpus Level Information SemEval 2020 UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language Models COLING 2020 UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models SemEval 2020 UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction SemEval 2020 Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling EMNLP 2020 Using Large Pretrained Language Models for Answering User Queries from Product Specifications ACL 2020 Using Pre-Trained Transformer for Better Lay Summarization EMNLP 2020