Large Language Models

Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM ACL 2024 Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 Koala: Key Frame-Conditioned Long Video-LLM CVPR 2024 KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches EMNLP 2024 KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization NeurIPS 2024 Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024 LACIE: Listener-Aware Finetuning for Calibration in Large Language Models NeurIPS 2024 Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024 Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models NeurIPS 2024 Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks ACL 2024 Large Language Models are Good Prompt Learners for Low-Shot Image Classification CVPR 2024 Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024 Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024 Large Language Models Are No Longer Shallow Parsers ACL 2024 Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024 Large Language Models Can Self-Correct with Key Condition Verification EMNLP 2024 Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024 Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024 Large Language Models Know What To Say But Not When To Speak EMNLP 2024 Large Language Models Must Be Taught to Know What They Don’t Know NeurIPS 2024 Large Scale Transfer Learning for Tabular Data via Language Modeling NeurIPS 2024 Latxa: An Open Language Model and Evaluation Suite for Basque ACL 2024 Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024 LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding ACL 2024 LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024