Natural Language Processing

InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption CVPR 2025 Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection IJCAI 2025 Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025 Instantly Learning Preference Alignment via In-context DPO NAACL 2025 Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025 InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning COLING 2025 Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025 InstructionCP: A Simple yet Effective Approach for Transferring Large Language Models to Target Languages ACL 2025 Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model AAAI 2025 Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization EMNLP 2025 Instruction-tuned QwenChart for Chart Question Answering ACL 2025 Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025 Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines ACL 2025 Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh ACL 2025 InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025 InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning ACL 2025 InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales ICLR 2025 InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models ICCV 2025 Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning ICLR 2025 InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction ICCV 2025 Integrating Answer Set Programming and Large Language Models for Enhanced Structured Representation of Complex Knowledge in Natural Language IJCAI 2025 Integrating Argumentation Features for Enhanced Propaganda Detection in Arabic Narratives on the Israeli War on Gaza COLING 2025 Integrating Graph based Algorithm and Transformer Models for Abstractive Summarization AACL 2025 Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere AAAI 2025 Integrating Symbolic Execution into the Fine-Tuning of Code-Generating LLMs NAACL 2025