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Foundation Models

4,845 papers

Papers per year

Papers

K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences CVPR 2025
Improving Alignment in LVLMs with Debiased Self-Judgment EMNLP 2025
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval NAACL 2025
Towards Reliable Large Audio Language Model ACL 2025
DOGE: LLMs-Enhanced Hyper-Knowledge Graph Recommender for Multimodal Recommendation AAAI 2025
Unveiling and Addressing Pseudo Forgetting in Large Language Models ACL 2025
Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025
UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model NAACL 2025
Dynamics of Instruction Fine-Tuning for Chinese Large Language Models COLING 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining ACL 2025
Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study EMNLP 2025
ReMamba: Equip Mamba with Effective Long-Sequence Modeling EMNLP 2025
Improving LLM Reasoning through Interpretable Role-Playing Steering EMNLP 2025
DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025
TerraMind: Large-Scale Generative Multimodality for Earth Observation ICCV 2025
SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models EMNLP 2025
CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models ACL 2025
Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation ACL 2025
Feat2GS: Probing Visual Foundation Models with Gaussian Splatting CVPR 2025
Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion ACL 2025
Searching for Structure: Investigating Emergent Communication with Large Language Models COLING 2025
LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025
TaxoAlign: Scholarly Taxonomy Generation Using Language Models EMNLP 2025
The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism NAACL 2025