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Foundation Models

4,845 papers

Papers per year

Papers

Efficient Real-time Refinement of Language Model Text Generation EMNLP 2025
Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation AAAI 2025
Multilingual, Not Multicultural: Uncovering the Cultural Empathy Gap in LLMs through a Comparative Empathetic Dialogue Benchmark AACL 2025
MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language IJCNLP 2025
Making Large Language Models into World Models with Precondition and Effect Knowledge COLING 2025
ReAlign: Structured Revision for Small Language Model Alignment EMNLP 2025
Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025
Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models IJCAI 2025
(Almost) Free Modality Stitching of Foundation Models EMNLP 2025
Leveraging Panoptic Scene Graph for Evaluating Fine-Grained Text-to-Image Generation ICCV 2025
Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation CVPR 2025
Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation ACL 2025
ALRMR-GEC: Adjusting Learning Rate Based on Memory Rate to Optimize the Edit Scorer for Grammatical Error Correction AAAI 2025
ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025
LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025
Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications COLING 2025
Knowledge Graph and Large Language Model for Metabolomics AAAI 2025
NLPrompt: Noise-Label Prompt Learning for Vision-Language Models CVPR 2025
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought ACL 2025
CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity NAACL 2025
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization NAACL 2025
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025
Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning EMNLP 2025
Overview of BLP-2025 Task 2: Code Generation in Bangla IJCNLP 2025