Foundation Models

Leveraging Language-based Representations for Better Solving Symbol-related Problems with Large Language Models COLING 2025 Leveraging LLMs to Streamline the Review of Public Funding Applications EMNLP 2025 Leveraging Panoptic Scene Graph for Evaluating Fine-Grained Text-to-Image Generation ICCV 2025 Leveraging Textual Memory and Key Frame Reasoning for Full Video Understanding Using Off-the-Shelf LLMs and VLMs (Student Abstract) AAAI 2025 LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts ACL 2025 LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025 LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation NAACL 2025 LightGTS: A Lightweight General Time Series Forecasting Model ICML 2025 LightThinker: Thinking Step-by-Step Compression EMNLP 2025 Lightweight Online Adaption for Time Series Foundation Model Forecasts ICML 2025 LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025 Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning ACL 2025 LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code ICLR 2025 LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content ICLR 2025 LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following COLING 2025 LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing ACL 2025 LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025 LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models ICLR 2025 LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs ICCV 2025 LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation AAAI 2025 LLM-Assisted, Iterative Curriculum Writing: A Human-Centered AI Approach in Finnish Higher Education ACL 2025 LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025 LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025 LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025 LLM Driven Legal Text Analytics: A Case Study For Food Safety Violation Cases AACL 2025