Resources & Methods

Autoregressive Structured Prediction with Language Models EMNLP 2022 Average Is Not Enough: Caveats of Multilingual Evaluation EMNLP 2022 A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning ACL 2022 A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NeurIPS 2022 BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers AAAI 2022 BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models ICLR 2022 BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer NAACL 2022 BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla NAACL 2022 BanglaBioMed: A Biomedical Named-Entity Annotated Corpus for Bangla (Bengali) ACL 2022 BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types EMNLP 2022 BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Interspeech 2022 Bayes at FigLang 2022 Euphemism Detection shared task: Cost-Sensitive Bayesian Fine-tuning and Venn-Abers Predictors for Robust Training under Class Skewed Distributions EMNLP 2022 BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP 2022 BECEL: Benchmark for Consistency Evaluation of Language Models COLING 2022 BehanceMT: A Machine Translation Corpus for Livestreaming Video Transcripts COLING 2022 BELA: Bot for English Language Acquisition EMNLP 2022 BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation ACL 2022 Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022 Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms NAACL 2022 Benchmarking Language Models for Code Syntax Understanding EMNLP 2022 Benchmarking Transformers-based models on French Spoken Language Understanding tasks Interspeech 2022 Bernice: A Multilingual Pre-trained Encoder for Twitter EMNLP 2022 BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model Interspeech 2022 BERT for Long Documents: A Case Study of Automated ICD Coding EMNLP 2022 BERT in Plutarch’s Shadows EMNLP 2022