Large Language Models

Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis EMNLP 2024 Automated Statistical Model Discovery with Language Models ICML 2024 Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models MLHC 2024 Automatically Learning Hybrid Digital Twins of Dynamical Systems NeurIPS 2024 Automatic Annotation of Dream Report’s Emotional Content with Large Language Models EACL 2024 Automating Qualitative Data Analysis with Large Language Models ACL 2024 Autonomous Interactive Correction MLLM for Robust Robotic Manipulation CoRL 2024 AutoOS: Make Your OS More Powerful by Exploiting Large Language Models ICML 2024 AutoPSV: Automated Process-Supervised Verifier NeurIPS 2024 AutoRef: Generating Refinements of Reviews Given Guidelines ACL 2024 Auto-Regressive Next-Token Predictors are Universal Learners ICML 2024 AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation EMNLP 2024 AvatarGPT: All-in-One Framework for Motion Understanding Planning Generation and Beyond CVPR 2024 AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NeurIPS 2024 Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs ACL 2024 BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models NeurIPS 2024 BAGEL: Bootstrapping Agents by Guiding Exploration with Language ICML 2024 Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs NeurIPS 2024 BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting EMNLP 2024 Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024 BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization EMNLP 2024 Base of RoPE Bounds Context Length NeurIPS 2024 BASS: Batched Attention-optimized Speculative Sampling ACL 2024 BatchEval: Towards Human-like Text Evaluation ACL 2024 BatchPrompt: Accomplish more with less ICLR 2024