Language Modeling

Learning and Forgetting Unsafe Examples in Large Language Models ICML 2024 Learning and Transferring Sparse Contextual Bigrams with Linear Transformers NeurIPS 2024 Learning Formal Mathematics From Intrinsic Motivation NeurIPS 2024 Learning to Refine with Fine-Grained Natural Language Feedback EMNLP 2024 Length Generalization of Causal Transformers without Position Encoding ACL 2024 Less is More: Pre-Training Cross-Lingual Small-Scale Language Models with Cognitively-Plausible Curriculum Learning Strategies CoNLL 2024 Leveraging Pre-existing Resources for Data-Efficient Counter-Narrative Generation in Korean COLING 2024 Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024 Lexically Grounded Subword Segmentation EMNLP 2024 Lexical Substitution as Causal Language Modeling NAACL 2024 LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models ICML 2024 LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024 Llemma: An Open Language Model for Mathematics ICLR 2024 LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models EACL 2024 LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024 LLMSegm: Surface-level Morphological Segmentation Using Large Language Model COLING 2024 LLoCO: Learning Long Contexts Offline EMNLP 2024 Local Contrastive Editing of Gender Stereotypes EMNLP 2024 Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models EMNLP 2024 Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024 Long-Context Language Modeling with Parallel Context Encoding ACL 2024 LongForm: Effective Instruction Tuning with Reverse Instructions EMNLP 2024 LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024 LUQ: Long-text Uncertainty Quantification for LLMs EMNLP 2024 M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024