Large Language Models

Fill the GAP: Exploiting BERT for Pronoun Resolution ACL 2019 Fine-tune BERT with Sparse Self-Attention Mechanism EMNLP 2019 FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP NAACL 2019 Gender Bias in Contextualized Word Embeddings NAACL 2019 GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge EMNLP 2019 Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems EMNLP 2019 Identification of Adjective-Noun Neologisms using Pretrained Language Models ACL 2019 IIT-KGP at COIN 2019: Using pre-trained Language Models for modeling Machine Comprehension EMNLP 2019 IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier ACL 2019 IMHO Fine-Tuning Improves Claim Detection NAACL 2019 Improving Pre-Trained Multilingual Model with Vocabulary Expansion CoNLL 2019 Incorporating External Knowledge into Machine Reading for Generative Question Answering EMNLP 2019 Inducing brain-relevant bias in natural language processing models NeurIPS 2019 Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking CoNLL 2019 Jeff Da at COIN - Shared Task: BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge EMNLP 2019 Joey NMT: A Minimalist NMT Toolkit for Novices EMNLP 2019 Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects EMNLP 2019 Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition NAACL 2019 Knowledge Enhanced Contextual Word Representations EMNLP 2019 Large Dataset and Language Model Fun-Tuning for Humor Recognition ACL 2019 Learning to combine Grammatical Error Corrections ACL 2019 Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks ICLR 2019 Making Asynchronous Stochastic Gradient Descent Work for Transformers EMNLP 2019 MASS: Masked Sequence to Sequence Pre-training for Language Generation ICML 2019 MIDAS at SemEval-2019 Task 9: Suggestion Mining from Online Reviews using ULMFit SemEval 2019