Large Language Models

Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021 Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization EMNLP 2021 Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021 What Can a Generative Language Model Answer About a Passage? EMNLP 2021 What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021 When Do You Need Billions of Words of Pretraining Data? ACL 2021 Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping NeurIPS 2020 Automatic Machine Translation Evaluation using Source Language Inputs and Cross-lingual Language Model ACL 2020 Bert Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets COLING 2020 Consistency of a Recurrent Language Model With Respect to Incomplete Decoding EMNLP 2020 Distill BERT to Traditional Models in Chinese Machine Reading Comprehension (Student Abstract) AAAI 2020 Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020 Hashing Based Answer Selection AAAI 2020 How Decoding Strategies Affect the Verifiability of Generated Text EMNLP 2020 Improving Arabic Text Categorization Using Transformer Training Diversification COLING 2020 K-BERT: Enabling Language Representation with Knowledge Graph AAAI 2020 Learning an Unreferenced Metric for Online Dialogue Evaluation ACL 2020 MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models EMNLP 2020 Probing Pretrained Language Models for Lexical Semantics EMNLP 2020 Semantics-Aware BERT for Language Understanding AAAI 2020 Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models AAAI 2020 TernaryBERT: Distillation-aware Ultra-low Bit BERT EMNLP 2020 Towards Making the Most of BERT in Neural Machine Translation AAAI 2020 Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019 Diagnosing Dysarthria with Long Short-Term Memory Networks Interspeech 2019