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Foundation Models

4,845 papers

Papers per year

Papers

PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems IJCAI 2025
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025
GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025
Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery NAACL 2025
Equipping Vision Foundation Model with Mixture of Experts for Out-of-Distribution Detection ICCV 2025
Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner EMNLP 2025
seqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs EMNLP 2025
CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks EMNLP 2025
WaferLLM: Large Language Model Inference at Wafer Scale OSDI 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion EMNLP 2025
KELE: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models EMNLP 2025
Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution AAAI 2025
Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025
RewardBench: Evaluating Reward Models for Language Modeling NAACL 2025
What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models CONLL 2025
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025
Protein Large Language Models: A Comprehensive Survey EMNLP 2025
Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach AAAI 2025
Do Large Language Models Have “Emotion Neurons”? Investigating the Existence and Role ACL 2025
Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization EMNLP 2025
The Distracting Effect: Understanding Irrelevant Passages in RAG ACL 2025
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering EMNLP 2025
In-the-wild Audio Spatialization with Flexible Text-guided Localization ACL 2025
A Study into Investigating Temporal Robustness of LLMs ACL 2025