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Foundation Models

4,845 papers

Papers per year

Papers

GPT-4 as a Homework Tutor Can Improve Student Engagement and Learning Outcomes ACL 2025
KoACD: The First Korean Adolescent Dataset for Cognitive Distortion Analysis via Role-Switching Multi-LLM Negotiation EMNLP 2025
Rethinking Open-Vocabulary Segmentation of Radiance Fields in 3D Space AAAI 2025
Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions EMNLP 2025
Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge NAACL 2025
DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning ICCV 2025
Enriching children’s stories with LLMs: Delivering multilingual data enrichment for children’s books at scale and across markets ACL 2025
Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions AAAI 2025
DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning JMLR 2025
Do Large Language Models Know Folktales? A Case Study of Yokai in Japanese Folktales ACL 2025
ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects EMNLP 2025
NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025
SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders ICCV 2025
Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining ICCV 2025
Self-Ensemble: Mitigating Confidence Distortion for Large Language Models EMNLP 2025
REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLMs IJCAI 2025
Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025
Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment Parallel Simulation NSDI 2025
Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025
SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection ACL 2025
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective ACL 2025
IDEA-Bench: How Far are Generative Models from Professional Designing? CVPR 2025
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning EMNLP 2025