Large Language Models

Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025 SummPilot: Bridging Efficiency and Customization for Interactive Summarization System AAAI 2025 Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool ACL 2025 Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025 SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning AAAI 2025 SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding CVPR 2025 Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025 Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events ACL 2025 SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis CVPR 2025 SYSTRAN @ WMT 2025 General Translation Task EMNLP 2025 SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025 TableBench: A Comprehensive and Complex Benchmark for Table Question Answering AAAI 2025 TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025 TableKV: KV Cache Compression for In-Context Table Processing ACL 2025 TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025 Tackling Low-Resource NMT with Instruction-Tuned LLaMA: A Study on Kokborok and Bodo EMNLP 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025 TAPS: Tool-Augmented Personalisation via Structured Tagging EMNLP 2025 TASER: Translation Assessment via Systematic Evaluation and Reasoning EMNLP 2025 Task-Aware Resolution Optimization for Visual Large Language Models EMNLP 2025 Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025 Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025 Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems ACL 2025