Large Language Models

Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR ACL 2025 Leveraging Dictionaries and Grammar Rules for the Creation of Educational Materials for Indigenous Languages NAACL 2025 Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025 Leveraging Large Language Models for Conversational Multi-Doc Question Answering: The First Place of WSDM Cup 2024 ACL 2025 Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs AAAI 2025 Leveraging Large Language Models for Spanish-Indigenous Language Machine Translation at AmericasNLP 2025 NAACL 2025 Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora ACL 2025 Leveraging LLMs to Streamline the Review of Public Funding Applications EMNLP 2025 LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law ACL 2025 Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025 LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025 Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025 Literary Evidence Retrieval via Long-Context Language Models ACL 2025 LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025 LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025 LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025 LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding CVPR 2025 LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living CVPR 2025 LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation AAAI 2025 LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation AAAI 2025 LLM as a Broken Telephone: Iterative Generation Distorts Information ACL 2025 LLM-Assisted Translation of Legacy FORTRAN Codes to C++: A Cross-Platform Study NAACL 2025 LLM-Based Explicit Models of Opponents for Multi-Agent Games NAACL 2025 LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025