Large Language Models

Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022 Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models NeurIPS 2022 MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL 2022 MonoByte: A Pool of Monolingual Byte-level Language Models COLING 2022 Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects ACL 2022 Most NLG is Low-Resource: here’s what we can do about it EMNLP 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators ACL 2022 Mukayese: Turkish NLP Strikes Back ACL 2022 MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-Based Visual Question Answering CVPR 2022 Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model EMNLP 2022 Multilingual Relation Classification via Efficient and Effective Prompting EMNLP 2022 Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER SemEval 2022 MultiSpanQA: A Dataset for Multi-Span Question Answering NAACL 2022 Multi-Stage Prompting for Knowledgeable Dialogue Generation ACL 2022 NepBERTa: Nepali Language Model Trained in a Large Corpus AACL 2022 Neural reality of argument structure constructions ACL 2022 Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs EMNLP 2022 New Frontiers of Information Extraction NAACL 2022 Noisy Channel Language Model Prompting for Few-Shot Text Classification ACL 2022 NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better ACL 2022 Novelty Controlled Paraphrase Generation with Retrieval Augmented Conditional Prompt Tuning AAAI 2022 NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022 Occupational Biases in Norwegian and Multilingual Language Models NAACL 2022 OFU@SMM4H’22: Mining Advent Drug Events Using Pretrained Language Models COLING 2022