Large Language Models

Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024 Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration EMNLP 2024 Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024 Don’t Just Say “I don’t know”! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations EMNLP 2024 DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent) ICML 2024 DoRA: Weight-Decomposed Low-Rank Adaptation ICML 2024 DORY: Deliberative Prompt Recovery for LLM ACL 2024 Down the Toxicity Rabbit Hole: A Framework to Bias Audit Large Language Models with Key Emphasis on Racism, Antisemitism, and Misogyny IJCAI 2024 Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition ACL 2024 DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models ACL 2024 DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection NeurIPS 2024 DPZero: Private Fine-Tuning of Language Models without Backpropagation ICML 2024 Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models ACL 2024 Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity EMNLP 2024 DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024 DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models CoRL 2024 Driving Everywhere with Large Language Model Policy Adaptation CVPR 2024 DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation NeurIPS 2024 DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning ICML 2024 Dual Operating Modes of In-Context Learning ICML 2024 Dual-Personalizing Adapter for Federated Foundation Models NeurIPS 2024 Dual-Phase Accelerated Prompt Optimization EMNLP 2024 DUTh at SemEval 2024 Task 8: Comparing classic Machine Learning Algorithms and LLM based methods for Multigenerator, Multidomain and Multilingual Machine-Generated Text Detection SemEval 2024 Duwak: Dual Watermarks in Large Language Models ACL 2024 Dynamic Evaluation of Large Language Models by Meta Probing Agents ICML 2024