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Foundation Models

4,845 papers

Papers per year

Papers

polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design EMNLP 2025
ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025
Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025
ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement AAAI 2025
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction NAACL 2025
Do We Know What LLMs Don’t Know? A Study of Consistency in Knowledge Probing EMNLP 2025
Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025
Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025
Find Any Part in 3D ICCV 2025
Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset ACL 2025
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025
Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection CVPR 2025
TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025
Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark EMNLP 2025
Reward Generalization in RLHF: A Topological Perspective ACL 2025
Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining AAAI 2025
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ACL 2025
Do Large Language Models Learn Human-Like Strategic Preferences? ACL 2025
TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation ACL 2025
VeriLocc: End-to-End Cross-Architecture Register Allocation via LLM EMNLP 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025
SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025
Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation EMNLP 2025