Language Modeling

Multi-sense Language Modelling NAACL 2022 Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022 Negation, Coordination, and Quantifiers in Contextualized Language Models COLING 2022 NepBERTa: Nepali Language Model Trained in a Large Corpus AACL 2022 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022 New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities COLING 2022 NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ICML 2022 Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NeurIPS 2022 “No, They Did Not”: Dialogue Response Dynamics in Pre-trained Language Models COLING 2022 NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022 On Curriculum Learning for Commonsense Reasoning NAACL 2022 One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks EMNLP 2022 On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022 On the Effects of Video Grounding on Language Models COLING 2022 On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence COLING 2022 On the probability–quality paradox in language generation ACL 2022 On the Role of Bidirectionality in Language Model Pre-Training EMNLP 2022 On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022 Open-Domain Dialog Evaluation Using Follow-Ups Likelihood COLING 2022 OpenPrompt: An Open-source Framework for Prompt-learning ACL 2022 Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation NAACL 2022 P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training EMNLP 2022 ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms EMNLP 2022 Paraphrase Generation as Unsupervised Machine Translation COLING 2022 ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation COLING 2022