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Foundation Models

4,845 papers

Papers per year

Papers

AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025
QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models AAAI 2025
Real-World Summarization: When Evaluation Reaches Its Limits EMNLP 2025
Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios COLING 2025
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025
Single Domain Generalization for Few-Shot Counting via Universal Representation Matching CVPR 2025
You Only Use Reactive Attention Slice When Retrieving From Long Context EMNLP 2025
DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025
Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025
PALO: A Polyglot Large Multimodal Model for 5B People WACV 2025
LR²Bench: Evaluating Long-chain Reflective Reasoning Capabilities of Large Language Models via Constraint Satisfaction Problems ACL 2025
Reverse Thinking Makes LLMs Stronger Reasoners NAACL 2025
HARP: Hesitation-Aware Reframing in Transformer Inference Pass NAACL 2025
Human-Centric Foundation Models: Perception, Generation and Agentic Modeling IJCAI 2025
Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity AAAI 2025
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025
SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models EMNLP 2025
Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ACL 2025
Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025
Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups EMNLP 2025
RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation ICCV 2025
Augmenting Math Word Problems via Iterative Question Composing AAAI 2025
Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method AAAI 2025
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing EMNLP 2025