Large Language Models

Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models ICML 2025 Dataset of News Articles with Provenance Metadata for Media Relevance Assessment ACL 2025 Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise EMNLP 2025 Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025 Data Wrangling Task Automation Using Code-Generating Language Models AAAI 2025 DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning NAACL 2025 DayDreamer at CQs-Gen 2025: Generating Critical Questions through Argument Scheme Completion ACL 2025 DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025 D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition EMNLP 2025 DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization EMNLP 2025 DCR: Quantifying Data Contamination in LLMs Evaluation EMNLP 2025 DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025 Debate Helps Weak-to-Strong Generalization AAAI 2025 DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025 Debating for Better Reasoning in Vision-Language Models EMNLP 2025 Debiasing Large Language Models in Thai Political Stance Detection via Counterfactual Calibration EMNLP 2025 Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025 Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025 Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025 Debunking with Dialogue? Exploring AI-Generated Counterspeech to Challenge Conspiracy Theories ACL 2025 DECASTE: Unveiling Caste Stereotypes in Large Language Models Through Multi-Dimensional Bias Analysis IJCAI 2025 DecisionFlow: Advancing Large Language Model as Principled Decision Maker EMNLP 2025 Decision Information Meets Large Language Models: The Future of Explainable Operations Research ICLR 2025 Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025 Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025