Large Language Models

Speech2Action: Cross-Modal Supervision for Action Recognition CVPR 2020 SpeechBERT: An Audio-and-Text Jointly Learned Language Model for End-to-End Spoken Question Answering Interspeech 2020 Stance Prediction and Claim Verification: An Arabic Perspective ACL 2020 STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ AACL 2020 Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding Interspeech 2020 StyleDGPT: Stylized Response Generation with Pre-trained Language Models EMNLP 2020 SWAGex at SemEval-2020 Task 4: Commonsense Explanation as Next Event Prediction SemEval 2020 TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data ACL 2020 TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection AAAI 2020 tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020 Tencent submission for WMT20 Quality Estimation Shared Task EMNLP 2020 Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020 The birth of Romanian BERT EMNLP 2020 The Lottery Ticket Hypothesis for Pre-trained BERT Networks NeurIPS 2020 The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020 This is a BERT. Now there are several of them. Can they generalize to novel words? EMNLP 2020 TIMBERT: Toponym Identifier For The Medical Domain Based on BERT COLING 2020 TinyBERT: Distilling BERT for Natural Language Understanding EMNLP 2020 To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020 TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue EMNLP 2020 Towards Accurate and Reliable Energy Measurement of NLP Models EMNLP 2020 Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ACL 2020 Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020 Towards Minimal Supervision BERT-Based Grammar Error Correction (Student Abstract) AAAI 2020 Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation AACL 2020