Large Language Models

EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning EMNLP 2024 Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following NeurIPS 2024 Exploring Automated Keyword Mnemonics Generation with Large Language Models via Overgenerate-and-Rank EMNLP 2024 Exploring Beyond Curiosity Rewards: Language-Driven Exploration in RL ACML 2024 Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View ACL 2024 Exploring Context Window of Large Language Models via Decomposed Positional Vectors NeurIPS 2024 Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024 Exploring Hint Generation Approaches for Open-Domain Question Answering EMNLP 2024 Exploring Hybrid Question Answering via Program-based Prompting ACL 2024 Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data ACL 2024 Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024 Exploring Spatial Schema Intuitions in Large Language and Vision Models ACL 2024 Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems EMNLP 2024 Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions EMNLP 2024 Exploring the LLM Journey from Cognition to Expression with Linear Representations ICML 2024 Exploring the Potential of Large Language Models in Computational Argumentation ACL 2024 Exploring the Relationship between In-Context Learning and Instruction Tuning EMNLP 2024 Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models EMNLP 2024 Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters ICML 2024 Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024 Extending Context Window of Large Language Models via Semantic Compression ACL 2024 Extracting Prompts by Inverting LLM Outputs EMNLP 2024 Extreme Compression of Large Language Models via Additive Quantization ICML 2024 Extrinsic Evaluation of Cultural Competence in Large Language Models EMNLP 2024 Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs CVPR 2024