Large Language Models

Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024 Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024 Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark AAAI 2024 Adversarial Math Word Problem Generation EMNLP 2024 Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024 AFPQ: Asymmetric Floating Point Quantization for LLMs ACL 2024 AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NeurIPS 2024 Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models ACL 2024 Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP NeurIPS 2024 A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia ACL 2024 “A good pun is its own reword”: Can Large Language Models Understand Puns? EMNLP 2024 A Grounded Preference Model for LLM Alignment ACL 2024 AI for Science in the Era of Large Language Models EMNLP 2024 AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension ACL 2024 AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NeurIPS 2024 Aligner: Efficient Alignment by Learning to Correct NeurIPS 2024 Aligning Language Models to Explicitly Handle Ambiguity EMNLP 2024 Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024 Aligning Large Language Models with Representation Editing: A Control Perspective NeurIPS 2024 Aligning to Thousands of Preferences via System Message Generalization NeurIPS 2024 Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024 Alignment at Pre-training! Towards Native Alignment for Arabic LLMs NeurIPS 2024 Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions EMNLP 2024 Alignment for Honesty NeurIPS 2024 ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models NeurIPS 2024