Large Language Models

A Study of Implicit Ranking Unfairness in Large Language Models EMNLP 2024 A Survey on Detection of LLMs-Generated Content EMNLP 2024 A Survey on In-context Learning EMNLP 2024 A Survival Guide for Iranian Women Prescribed by Iranian Women: Participatory AI to Investigate Intimate Partner Physical Violence in Iran IJCAI 2024 A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences EMNLP 2024 A Tale of Tails: Model Collapse as a Change of Scaling Laws ICML 2024 A Theoretical Understanding of Self-Correction through In-context Alignment NeurIPS 2024 A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024 Atomic Self-Consistency for Better Long Form Generations EMNLP 2024 A Touch, Vision, and Language Dataset for Multimodal Alignment ICML 2024 A Trip Towards Fairness: Bias and De-Biasing in Large Language Models NAACL 2024 AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers ICML 2024 Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification EMNLP 2024 Attribute First, then Generate: Locally-attributable Grounded Text Generation ACL 2024 Attribute or Abstain: Large Language Models as Long Document Assistants EMNLP 2024 Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities ICML 2024 Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering EMNLP 2024 A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models EMNLP 2024 AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval ICLR 2024 AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models EMNLP 2024 Auto-Evolve: Enhancing Large Language Model’s Performance via Self-Reasoning Framework EMNLP 2024 Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency NeurIPS 2024 Autoformalizing Euclidean Geometry ICML 2024 Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents EMNLP 2024 Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation ICML 2024