Large Language Models

Large Language Models respond to Influence like Humans ACL 2023 Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023 Large Language Models: The Need for Nuance in Current Debates and a Pragmatic Perspective on Understanding EMNLP 2023 Large Language Models with Controllable Working Memory ACL 2023 LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling CVPR 2023 Layered Bias: Interpreting Bias in Pretrained Large Language Models EMNLP 2023 LayoutGPT: Compositional Visual Planning and Generation with Large Language Models NeurIPS 2023 LeanDojo: Theorem Proving with Retrieval-Augmented Language Models NeurIPS 2023 Learning Better Masking for Better Language Model Pre-training ACL 2023 Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic ICML 2023 Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation ACL 2023 Learning Interpretable Style Embeddings via Prompting LLMs EMNLP 2023 Learning Preference Model for LLMs via Automatic Preference Data Generation EMNLP 2023 Learning To Name Classes for Vision and Language Models CVPR 2023 Learning to Predict Task Transferability via Soft Prompt EMNLP 2023 Learning Video Representations From Large Language Models CVPR 2023 LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation EMNLP 2023 Let’s Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs EMNLP 2023 Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023 Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction ACL 2023 Leveraging GPT-4 for Automatic Translation Post-Editing EMNLP 2023 Leveraging Large Language Models for Enhanced Product Descriptions in eCommerce EMNLP 2023 Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning NeurIPS 2023 LEVER: Learning to Verify Language-to-Code Generation with Execution ICML 2023 LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development ACL 2023