Large Language Models

DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis EMNLP 2020 Do Neural Language Models Overcome Reporting Bias? COLING 2020 Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020 DynaBERT: Dynamic BERT with Adaptive Width and Depth NeurIPS 2020 Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning EMNLP 2020 Empower Entity Set Expansion via Language Model Probing ACL 2020 End to End Chinese Lexical Fusion Recognition with Sememe Knowledge COLING 2020 End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2 ACL 2020 English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too AACL 2020 Entities as Experts: Sparse Memory Access with Entity Supervision EMNLP 2020 ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model SemEval 2020 Evaluating Commonsense in Pre-Trained Language Models AAAI 2020 Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL 2020 exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models ACL 2020 Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020 Exploring BERT’s Sensitivity to Lexical Cues using Tests from Semantic Priming EMNLP 2020 Exploring Contextualized Neural Language Models for Temporal Dependency Parsing EMNLP 2020 Exploring Span Representations in Neural Coreference Resolution EMNLP 2020 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer JMLR 2020 Exploring the Power of Romanian BERT for Dialect Identification COLING 2020 Extended Study on Using Pretrained Language Models and YiSi-1 for Machine Translation Evaluation EMNLP 2020 FASTMATCH: Accelerating the Inference of BERT-based Text Matching COLING 2020 FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language Detection SemEval 2020 Few-Shot NLG with Pre-Trained Language Model ACL 2020 Fill in the BLANC: Human-free quality estimation of document summaries EMNLP 2020