Resources & Methods

VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ACL 2021 Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages EMNLP 2021 WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia NAACL 2021 What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021 What BERTs and GPTs know about your brand? Probing contextual language models for affect associations NAACL 2021 What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021 What Context Features Can Transformer Language Models Use? ACL 2021 What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension EMNLP 2021 What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? ACL 2021 What is on Social Media that is not in WordNet? A Preliminary Analysis on the TwitterAAE Corpus EACL 2021 What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models EMNLP 2021 What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021 What transfers in morphological inflection? Experiments with analogical models ACL 2021 When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models NAACL 2021 When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021 When does text prediction benefit from additional context? An exploration of contextual signals for chat and email messages NAACL 2021 When Do You Need Billions of Words of Pretraining Data? ACL 2021 When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL 2021 WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021 WikiGUM: Exhaustive Entity Linking for Wikification in 12 Genres EMNLP 2021 “Wikily” Supervised Neural Translation Tailored to Cross-Lingual Tasks EMNLP 2021 WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia EACL 2021 Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks NAACL 2021 Wine is not v i n. On the Compatibility of Tokenizations across Languages EMNLP 2021 Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution EMNLP 2021