Large Language Models

Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models ACL 2024 Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation EMNLP 2024 Querying as Prompt: Parameter-Efficient Learning for Multimodal Language Model CVPR 2024 Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024 Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs COLING 2024 Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024 QUEST: Query-Aware Sparsity for Efficient Long-Context LLM Inference ICML 2024 Quite Good, but Not Enough: Nationality Bias in Large Language Models - a Case Study of ChatGPT COLING 2024 QuRating: Selecting High-Quality Data for Training Language Models ICML 2024 R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024 R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL EMNLP 2024 RACAI at ClimateActivism 2024: Improving Detection of Hate Speech by Extending LLM Predictions with Handcrafted Features EACL 2024 RaDA: Retrieval-augmented Web Agent Planning with LLMs ACL 2024 RA-DIT: Retrieval-Augmented Dual Instruction Tuning ICLR 2024 RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024 RAGAs: Automated Evaluation of Retrieval Augmented Generation EACL 2024 RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Multi-Modal Large Language Model Learning RSS 2024 RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024 RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024 RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024 RAGs to Style: Personalizing LLMs with Style Embeddings EACL 2024 RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models ACL 2024 RAGViz: Diagnose and Visualize Retrieval-Augmented Generation EMNLP 2024 Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts NeurIPS 2024 Rakuten’s Participation in WMT 2024 Patent Translation Task EMNLP 2024