Large Language Models

Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025 RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025 RONA: Pragmatically Diverse Image Captioning with Coherence Relations NAACL 2025 RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals EMNLP 2025 R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding ACL 2025 S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation CVPR 2025 SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025 SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning EMNLP 2025 Safety in Large Reasoning Models: A Survey EMNLP 2025 SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis CVPR 2025 Sample-aware Adaptive Structured Pruning for Large Language Models AAAI 2025 Sam’s Fans at the Crypto Trading Challenge Task: A Threshold-Based Decision Approach Based on FinMem Framework COLING 2025 Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation EMNLP 2025 Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025 Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing ACL 2025 Scaling Laws and Efficient Inference for Ternary Language Models ACL 2025 Scaling Laws for Floating–Point Quantization Training ICML 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 ScamNet: Toward Explainable Large Language Model-Based Fraudulent Shopping Website Detection AAAI 2025 SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025 ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025 SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025 Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025 Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ACL 2025 SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025