Large Language Models

CxGGEC: Construction-Guided Grammatical Error Correction ACL 2025 Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models ICLR 2025 CyberPal.AI: Empowering LLMs with Expert-Driven Cybersecurity Instructions AAAI 2025 CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025 CycleResearcher: Improving Automated Research via Automated Review ICLR 2025 CYUT at SemEval-2025 Task 6: Prompting with Precision – ESG Analysis via Structured Prompts SemEval 2025 D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025 DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025 daDPO: Distribution-Aware DPO for Distilling Conversational Abilities ACL 2025 DaKultur: Evaluating the Cultural Awareness of Language Models for Danish with Native Speakers NAACL 2025 DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration ACL 2025 Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025 DataDecide: How to Predict Best Pretraining Data with Small Experiments ICML 2025 Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025 Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA SemEval 2025 DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025 DataMan: Data Manager for Pre-training Large Language Models ICLR 2025 Data-scarce Behavior Editing of Language Models EMNLP 2025 Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models NAACL 2025 Data Wrangling Task Automation Using Code-Generating Language Models AAAI 2025 DateLogicQA: Benchmarking Temporal Biases in Large Language Models NAACL 2025 DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025 DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features COLING 2025 DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph ACL 2025 DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search EMNLP 2025