Large Language Models

Training Text-to-Text Transformers with Privacy Guarantees ACL 2022 Training Text-to-Text Transformers with Privacy Guarantees NAACL 2022 Transformer Memory as a Differentiable Search Index NeurIPS 2022 Unbabel-IST at the WMT Chat Translation Shared Task EMNLP 2022 Unified Scaling Laws for Routed Language Models ICML 2022 Universal Conditional Masked Language Pre-training for Neural Machine Translation ACL 2022 Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022 Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval ACL 2022 Unsupervised Cross-Task Generalization via Retrieval Augmentation NeurIPS 2022 UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification EMNLP 2022 Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models ACL 2022 User or Labor: An Interaction Framework for Human-Machine Relationships in NLP EMNLP 2022 Using Commonsense Knowledge to Answer Why-Questions EMNLP 2022 Using Item Response Theory to Measure Gender and Racial Bias of a BERT-based Automated English Speech Assessment System NAACL 2022 Using neural topic models to track context shifts of words: a case study of COVID-related terms before and after the lockdown in April 2020 ACL 2022 Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study ACL 2022 Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022 VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022 VAST: The Valence-Assessing Semantics Test for Contextualizing Language Models AAAI 2022 Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 2022 VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022 ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation NAACL 2022 Weakly Supervised Text Classification using Supervision Signals from a Language Model NAACL 2022 WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022 What do Large Language Models Learn about Scripts? NAACL 2022