Large Language Models

KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting COLING 2025 KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models AAAI 2025 KoBLEX: Open Legal Question Answering with Multi-hop Reasoning EMNLP 2025 KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ACL 2025 Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach EMNLP 2025 K-ON: Stacking Knowledge on the Head Layer of Large Language Model AAAI 2025 K-order Ranking Preference Optimization for Large Language Models ACL 2025 Krikri: Advancing Open Large Language Models for Greek EMNLP 2025 KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding ACL 2025 KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference ICML 2025 KyuHyunChoi at SemEval-2025 Task 10: Narrative Extraction Using a Summarization-Specific Pretrained Model SemEval 2025 L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text? COLING 2025 L3Ms — Lagrange Large Language Models ICLR 2025 L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models ACL 2025 Labor Lex: A New Portuguese Corpus and Pipeline for Information Extraction in Brazilian Legal Texts EMNLP 2025 LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025 LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025 LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics COLING 2025 LAILab at ArchEHR-QA 2025: Test-time scaling for evidence selection in grounded question answering from electronic health records ACL 2025 LAiW: A Chinese Legal Large Language Models Benchmark COLING 2025 La Leaderboard: A Large Language Model Leaderboard for Spanish Varieties and Languages of Spain and Latin America ACL 2025 LaMP-QA: A Benchmark for Personalized Long-form Question Answering EMNLP 2025 LaMP-Val: Large Language Models Empower Personalized Valuation in Auction EMNLP 2025 LangEye: Toward ‘Anytime’ Learner-Driven Vocabulary Learning From Real-World Objects ACL 2025 LangProBe: a Language Program Benchmark EMNLP 2025