Large Language Models

ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs EMNLP 2024 Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls IJCAI 2024 A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression EMNLP 2024 A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations EMNLP 2024 A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024 Auto-Encoding Morph-Tokens for Multimodal LLM ICML 2024 Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents EMNLP 2024 Automated Multi-level Preference for MLLMs NeurIPS 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 Automatic Instruction Evolving for Large Language Models EMNLP 2024 Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models NeurIPS 2024 AutoTrain: No-code training for state-of-the-art models EMNLP 2024 A Vision Check-up for Language Models CVPR 2024 Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model ACL 2024 Back to School: Translation Using Grammar Books EMNLP 2024 BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models NeurIPS 2024 BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP CVPR 2024 Base of RoPE Bounds Context Length NeurIPS 2024 BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text NeurIPS 2024 Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs NeurIPS 2024 ∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024 Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024 Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming NeurIPS 2024 Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ACL 2024