Large Language Models

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022 A Flexible Multi-Task Model for BERT Serving ACL 2022 AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages EMNLP 2022 A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models ACL 2022 AgriBERT: Knowledge-Infused Agricultural Language Models for Matching Food and Nutrition IJCAI 2022 A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model ACL 2022 AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify Entities SemEval 2022 A Japanese Masked Language Model for Academic Domain COLING 2022 A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models EMNLP 2022 AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level ACL 2022 AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models SemEval 2022 AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models EMNLP 2022 A Majority Voting Strategy of a SciBERT-based Ensemble Models for Detecting Entities in the Astrophysics Literature (Shared Task) AACL 2022 An empirical analysis of compute-optimal large language model training NeurIPS 2022 An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models EMNLP 2022 An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022 An Empirical Study on Pseudo-log-likelihood Bias Measures for Masked Language Models Using Paraphrased Sentences NAACL 2022 An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022 ANNA: Enhanced Language Representation for Question Answering ACL 2022 AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022 Applicability of Pretrained Language Models: Automatic Screening for Children’s Language Development Level EMNLP 2022 A Prompt Based Approach for Euphemism Detection EMNLP 2022 AraBERT Model for Propaganda Detection EMNLP 2022 AraLegal-BERT: A pretrained language model for Arabic Legal text EMNLP 2022 AraT5: Text-to-Text Transformers for Arabic Language Generation ACL 2022