Large Language Models

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages COLING 2024 CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies EMNLP 2024 CultureLLM: Incorporating Cultural Differences into Large Language Models NeurIPS 2024 CulturePark: Boosting Cross-cultural Understanding in Large Language Models NeurIPS 2024 CUTE: Measuring LLMs’ Understanding of Their Tokens EMNLP 2024 DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP 2024 Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024 DanteLLM: Let’s Push Italian LLM Research Forward! COLING 2024 DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph NeurIPS 2024 DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving NeurIPS 2024 Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models EMNLP 2024 Data Anonymization for Privacy-Preserving Large Language Model Fine-Tuning on Call Transcripts EACL 2024 Data-Augmentation-Based Dialectal Adaptation for LLMs NAACL 2024 Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024 DataComp-LM: In search of the next generation of training sets for language models NeurIPS 2024 Data Contamination Report from the 2024 CONDA Shared Task ACL 2024 Data, Data Everywhere: A Guide for Pretraining Dataset Construction EMNLP 2024 DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024 Data Driven Approach for Mathematical Problem Solving COLING 2024 Data-Efficient Learning with Neural Programs NeurIPS 2024 Data Engineering for Scaling Language Models to 128K Context ICML 2024 DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models ICLR 2024 Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions NeurIPS 2024 DB-LLM: Accurate Dual-Binarization for Efficient LLMs ACL 2024 D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NeurIPS 2024