Large Language Models

ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models NAACL 2024 Contrastive Instruction Tuning ACL 2024 Controlled Text Generation via Language Model Arithmetic ICLR 2024 ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024 ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees EMNLP 2024 ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models NeurIPS 2024 Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption ICML 2024 ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024 Copyright Traps for Large Language Models ICML 2024 CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NeurIPS 2024 Corpus Development Based on Conflict Structures in the Security Field and LLM Bias Verification EMNLP 2024 Corpus-Steered Query Expansion with Large Language Models EACL 2024 Correcting Challenging Finnish Learner Texts With Claude, GPT-3.5 and GPT-4 Large Language Models EACL 2024 Correcting Language Model Outputs by Editing Salient Layers EACL 2024 Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs EMNLP 2024 Covert Bias: The Severity of Social Views’ Unalignment in Language Models Towards Implicit and Explicit Opinion EMNLP 2024 Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation ICML 2024 cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NeurIPS 2024 CPopQA: Ranking Cultural Concept Popularity by LLMs NAACL 2024 CPPO: Continual Learning for Reinforcement Learning with Human Feedback ICLR 2024 CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling ACL 2024 CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets ICLR 2024 CRAFT: Extracting and Tuning Cultural Instructions from the Wild ACL 2024 Crafting In-context Examples according to LMs’ Parametric Knowledge NAACL 2024 Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs EMNLP 2024