Large Language Models

CS-BERT: a pretrained model for customer service dialogues EMNLP 2021 CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction SemEval 2021 cs_english@LT-EDI-EACL2021: Hope Speech Detection Based On Fine-tuning ALBERT Model EACL 2021 DamascusTeam at NLP4IF2021: Fighting the Arabic COVID-19 Infodemic on Twitter Using AraBERT NAACL 2021 DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach SemEval 2021 DeepBlueAI at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with Stacking Diverse Language Model-Based Methods SemEval 2021 DeepBlueAI at WANLP-EACL2021 task 2: A Deep Ensemble-based Method for Sarcasm and Sentiment Detection in Arabic EACL 2021 Detecting Depression in Thai Blog Posts: a Dataset and a Baseline EMNLP 2021 Detecting Multilingual COVID-19 Misinformation on Social Media via Contextualized Embeddings NAACL 2021 Detection of Puffery on the English Wikipedia EMNLP 2021 DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021 DIRECT: Direct and Indirect Responses in Conversational Text Corpus EMNLP 2021 Direction is what you need: Improving Word Embedding Compression in Large Language Models ACL 2021 Discourse Probing of Pretrained Language Models NAACL 2021 Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models EMNLP 2021 Discrete and Soft Prompting for Multilingual Models EMNLP 2021 Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing EMNLP 2021 Do Context-Aware Translation Models Pay the Right Attention? ACL 2021 Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation ACL 2021 Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP 2021 Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL 2021 Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models EACL 2021 Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa NAACL 2021 Do Long-Range Language Models Actually Use Long-Range Context? EMNLP 2021 Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing NAACL 2021