Large Language Models

Conformal Language Modeling ICLR 2024 Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum AAAI 2024 Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models ICML 2024 Connecting the Dots: Evaluating Abstract Reasoning Capabilities of LLMs Using the New York Times Connections Word Game EMNLP 2024 ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models ACL 2024 Consistent Autoformalization for Constructing Mathematical Libraries EMNLP 2024 ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference AAAI 2024 ConStat: Performance-Based Contamination Detection in Large Language Models NeurIPS 2024 ConstitutionalExperts: Training a Mixture of Principle-based Prompts ACL 2024 Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models EMNLP 2024 Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models EMNLP 2024 ContextCite: Attributing Model Generation to Context NeurIPS 2024 Context Tuning for Retrieval Augmented Generation EACL 2024 Contextual Biasing Speech Recognition in Speech-enhanced Large Language Model Interspeech 2024 Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024 CONTOR: Benchmarking Strategies for Completing Ontologies with Plausible Missing Rules EMNLP 2024 Contrastive Instruction Tuning ACL 2024 Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024 Controlled Decoding from Language Models ICML 2024 Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs ACL 2024 Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024 ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024 ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NeurIPS 2024 ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees EMNLP 2024 Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents NeurIPS 2024