Large Language Models

FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining IJCAI 2020 Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning COLING 2020 FiNLP at FinCausal 2020 Task 1: Mixture of BERTs for Causal Sentence Identification in Financial Texts COLING 2020 FiSSA at SemEval-2020 Task 9: Fine-tuned for Feelings SemEval 2020 From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers EMNLP 2020 Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing NeurIPS 2020 #GCDH at WNUT-2020 Task 2: BERT-Based Models for the Detection of Informativeness in English COVID-19 Related Tweets EMNLP 2020 General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference EMNLP 2020 Generative Data Augmentation for Commonsense Reasoning EMNLP 2020 German’s Next Language Model COLING 2020 GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020 GruPaTo at SemEval-2020 Task 12: Retraining mBERT on Social Media and Fine-tuned Offensive Language Models SemEval 2020 High Performance Natural Language Processing EMNLP 2020 HinglishNLP at SemEval-2020 Task 9: Fine-tuned Language Models for Hinglish Sentiment Detection SemEval 2020 Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation ACL 2020 Hitachi at SemEval-2020 Task 10: Emphasis Distribution Fusion on Fine-Tuned Language Models SemEval 2020 Hitachi at SemEval-2020 Task 3: Exploring the Representation Spaces of Transformers for Human Sense Word Similarity SemEval 2020 HOLMS: Alternative Summary Evaluation with Large Language Models COLING 2020 How does BERT capture semantics? A closer look at polysemous words EMNLP 2020 How does BERT’s attention change when you fine-tune? An analysis methodology and a case study in negation scope ACL 2020 iCompass at SemEval-2020 Task 12: From a Syntax-ignorant N-gram Embeddings Model to a Deep Bidirectional Language Model SemEval 2020 Identification of Medication Tweets Using Domain-specific Pre-trained Language Models COLING 2020 Identifying Elements Essential for BERT’s Multilinguality EMNLP 2020 IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? SemEval 2020 IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE SemEval 2020