Large Language Models

DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting EACL 2021 DreamDrug - A crowdsourced NER dataset for detecting drugs in darknet markets EMNLP 2021 Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining IJCAI 2021 Duluth at SemEval-2021 Task 11: Applying DeBERTa to Contributing Sentence Selection and Dependency Parsing for Entity Extraction SemEval 2021 DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP 2021 Dynamic Contextualized Word Embeddings ACL 2021 Effectively Leveraging BERT for Legal Document Classification EMNLP 2021 EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation EMNLP 2021 Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021 Efficient Explanations from Empirical Explainers EMNLP 2021 Enhancing Multiple-Choice Question Answering with Causal Knowledge NAACL 2021 Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering ACL 2021 Entity and Evidence Guided Document-Level Relation Extraction ACL 2021 EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain NAACL 2021 ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021 ERNIE-NLI: Analyzing the Impact of Domain-Specific External Knowledge on Enhanced Representations for NLI NAACL 2021 Evaluating and Explaining Natural Language Generation with GenX NAACL 2021 Explaining Contextualization in Language Models using Visual Analytics ACL 2021 Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models EMNLP 2021 Factual Probing Is [MASK]: Learning vs. Learning to Recall NAACL 2021 fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL 2021 Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification NeurIPS 2021 Findings of the NLP4IF-2021 Shared Tasks on Fighting the COVID-19 Infodemic and Censorship Detection NAACL 2021 ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data ACL 2021 Frustratingly Simple Pretraining Alternatives to Masked Language Modeling EMNLP 2021