Language Modeling

Knowledge Neurons in Pretrained Transformers ACL 2022 KoBEST: Korean Balanced Evaluation of Significant Tasks COLING 2022 Lacking the Embedding of a Word? Look it up into a Traditional Dictionary ACL 2022 Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription NAACL 2022 LaMemo: Language Modeling with Look-Ahead Memory NAACL 2022 Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models EMNLP 2022 Language Model Pre-Training with Sparse Latent Typing EMNLP 2022 Language Models as Context-sensitive Word Search Engines ACL 2022 Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022 Large Language Models are Zero-Shot Reasoners NeurIPS 2022 Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations AAAI 2022 Learning Dialogue Representations from Consecutive Utterances NAACL 2022 Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022 Learning To Retrieve Prompts for In-Context Learning NAACL 2022 Learning to Transfer Prompts for Text Generation NAACL 2022 Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering NeurIPS 2022 Leashing the Inner Demons: Self-Detoxification for Language Models AAAI 2022 LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022 Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022 Lexical Generalization Improves with Larger Models and Longer Training EMNLP 2022 Life after BERT: What do Other Muppets Understand about Language? ACL 2022 Lightweight Transformers for Conversational AI NAACL 2022 Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL 2022 LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models NeurIPS 2022 LM-CORE: Language Models with Contextually Relevant External Knowledge NAACL 2022