Resources & Methods

One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval NeurIPS 2021 On Geodesic Distances and Contextual Embedding Compression for Text Classification NAACL 2021 On Language Models for Creoles CoNLL 2021 On Position Embeddings in BERT ICLR 2021 On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021 On the Cross-lingual Transferability of Contextualized Sense Embeddings EMNLP 2021 On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions EACL 2021 On the Effects of Transformer Size on In- and Out-of-Domain Calibration EMNLP 2021 On-the-fly Rectification for Robust Large-Vocabulary Topic Inference ICML 2021 On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021 On the Influence of Masking Policies in Intermediate Pre-training EMNLP 2021 On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021 On the Limits of Minimal Pairs in Contrastive Evaluation EMNLP 2021 On the Relation between Syntactic Divergence and Zero-Shot Performance EMNLP 2021 On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines ICLR 2021 On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning NAACL 2021 On Universal Colexifications EACL 2021 On Writing a Textbook on Natural Language Processing NAACL 2021 Open Aspect Target Sentiment Classification with Natural Language Prompts EMNLP 2021 Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution) NAACL 2021 Open Rule Induction NeurIPS 2021 Optimal Word Segmentation for Neural Machine Translation into Dravidian Languages ACL 2021 Overcoming Poor Word Embeddings with Word Definitions ACL 2021 Overview of the WANLP 2021 Shared Task on Sarcasm and Sentiment Detection in Arabic EACL 2021 Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021