Large Language Models

Gazelle: An Instruction Dataset for Arabic Writing Assistance EMNLP 2024 GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets EMNLP 2024 GeminiPro at SemEval-2024 Task 9: BrainTeaser on Gemini SemEval 2024 General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction EMNLP 2024 Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024 Generalization to New Sequential Decision Making Tasks with In-Context Learning ICML 2024 Generalized Category Discovery with Large Language Models in the Loop ACL 2024 Generalized Preference Optimization: A Unified Approach to Offline Alignment ICML 2024 Generalizing End-To-End Autonomous Driving In Real-World Environments Using Zero-Shot LLMs CoRL 2024 Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought ICML 2024 Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search NeurIPS 2024 Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks ACL 2024 Generating Illustrated Instructions CVPR 2024 Generative Interpretation: Toward Human-Like Evaluation for Educational Question-Answer Pair Generation EACL 2024 Generative Multimodal Models are In-Context Learners CVPR 2024 GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation EMNLP 2024 GenSim2: Scaling Robot Data Generation with Multi-modal and Reasoning LLMs CoRL 2024 GenSim: Generating Robotic Simulation Tasks via Large Language Models ICLR 2024 GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization ACL 2024 GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving ACL 2024 Geometric-Averaged Preference Optimization for Soft Preference Labels NeurIPS 2024 GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language Model ICML 2024 Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs ICLR 2024 Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference ICML 2024 Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP 2024