Large Language Models

QA-prompting: Improving Summarization with Large Language Models using Question-Answering EMNLP 2025 QFrCoLA: a Quebec-French Corpus of Linguistic Acceptability Judgments EMNLP 2025 QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025 QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge Assessment EMNLP 2025 QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025 QSpec: Speculative Decoding with Complementary Quantization Schemes EMNLP 2025 QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025 Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis ACL 2025 QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation EMNLP 2025 Quality Assessment of Tabular Data using Large Language Models and Code Generation EMNLP 2025 Quality-Aware Translation Tagging in Multilingual RAG system EMNLP 2025 QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums NAACL 2025 Quantification of Large Language Model Distillation ACL 2025 Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025 Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment COLING 2025 Quantile Regression with Large Language Models for Price Prediction ACL 2025 QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization EMNLP 2025 Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models EMNLP 2025 QueryShield: A Platform to Mitigate Enterprise Data Leakage in Queries to External LLMs NAACL 2025 Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ACL 2025 Question Decomposition for Retrieval-Augmented Generation ACL 2025 Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025 Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model ICLR 2025 QuickLLaMA: Query-aware Inference Acceleration for Large Language Models COLING 2025 QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ACL 2025