Large Language Models

Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning ACL 2024 Demystifying Verbatim Memorization in Large Language Models EMNLP 2024 Dense Connector for MLLMs NeurIPS 2024 DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection CVPR 2024 Detecting Suicide Risk Patterns using Hierarchical Attention Networks with Large Language Models EACL 2024 Detoxifying Large Language Models via Knowledge Editing ACL 2024 DetoxLLM: A Framework for Detoxification with Explanations EMNLP 2024 DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models EMNLP 2024 Dialogue Summarization with Mixture of Experts based on Large Language Models ACL 2024 DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024 DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model CVPR 2024 Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NeurIPS 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024 Discovering Bias in Latent Space: An Unsupervised Debiasing Approach ICML 2024 Discovering Preference Optimization Algorithms with and for Large Language Models NeurIPS 2024 DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models NeurIPS 2024 Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024 DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions EMNLP 2024 D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models NeurIPS 2024 DocCGen: Document-based Controlled Code Generation EMNLP 2024 DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding ACL 2024 Dodo: Dynamic Contextual Compression for Decoder-only LMs ACL 2024 Do LLMs learn a true syntactic universal? EMNLP 2024 Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models EMNLP 2024