Large Language Models

CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence NeurIPS 2024 Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting EMNLP 2024 CultureLLM: Incorporating Cultural Differences into Large Language Models NeurIPS 2024 CulturePark: Boosting Cross-cultural Understanding in Large Language Models NeurIPS 2024 Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes ICML 2024 Customizing Language Model Responses with Contrastive In-Context Learning AAAI 2024 CUTE: Measuring LLMs’ Understanding of Their Tokens EMNLP 2024 Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024 DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP 2024 DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 2024 DALD: Improving Logits-based Detector without Logits from Black-box LLMs NeurIPS 2024 Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024 DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs ACL 2024 DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 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 Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024 Data Contamination Calibration for Black-box LLMs 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 DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure ACML 2024 Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions NeurIPS 2024 Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition NeurIPS 2024 Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum NeurIPS 2024 Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance AAAI 2024