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Ask2Transformers: Zero-Shot Domain labelling with Pretrained Language Models EACL 2021 Attentive Multiview Text Representation for Differential Diagnosis ACL 2021 AutoEQA: Auto-Encoding Questions for Extractive Question Answering EMNLP 2021 BERTese: Learning to Speak to BERT EACL 2021 Biomedical Concept Normalization by Leveraging Hypernyms EMNLP 2021 Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021 Comparing Text Representations: A Theory-Driven Approach EMNLP 2021 Condenser: a Pre-training Architecture for Dense Retrieval EMNLP 2021 Correlation-Guided Representation for Multi-Label Text Classification IJCAI 2021 DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021 DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021 Discrete Cosine Transform as Universal Sentence Encoder ACL 2021 Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework EMNLP 2021 EDGAR-CORPUS: Billions of Tokens Make The World Go Round EMNLP 2021 Enhanced Language Representation with Label Knowledge for Span Extraction EMNLP 2021 Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online News EMNLP 2021 Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021 FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View EMNLP 2021 Frustratingly Simple Pretraining Alternatives to Masked Language Modeling EMNLP 2021 How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ACL 2021 Ideography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification AAAI 2021 Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction NAACL 2021 Inducing Language-Agnostic Multilingual Representations ACL 2021 Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks Interspeech 2021 Input Representations for Parsing Discourse Representation Structures: Comparing English with Chinese ACL 2021