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Foundation Models

4845 directly classified papers

Papers per year

Papers

Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception NAACL 2025
UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model NAACL 2025
How Do Large Language Models Perform in Dynamical System Modeling NAACL 2025
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models NAACL 2025
Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning NAACL 2025
RewardBench: Evaluating Reward Models for Language Modeling NAACL 2025
SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse NAACL 2025
SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis NAACL 2025
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows NAACL 2025
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025
Semi-supervised Fine-tuning for Large Language Models NAACL 2025
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025
Token-based Decision Criteria Are Suboptimal in In-context Learning NAACL 2025
Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech NAACL 2025
Prompting with Phonemes: Enhancing LLMs’ Multilinguality for Non-Latin Script Languages NAACL 2025
Evaluating Multimodal Generative AI with Korean Educational Standards NAACL 2025
ColorFoil: Investigating Color Blindness in Large Vision and Language Models NAACL 2025
TRUSTEVAL: A Dynamic Evaluation Toolkit on Trustworthiness of Generative Foundation Models NAACL 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity NAACL 2025
MedCodER: A Generative AI Assistant for Medical Coding NAACL 2025
Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models NAACL 2025
It Is Not Only the Negative that Deserves Attention! Understanding, Generation & Evaluation of (Positive) Moderation NAACL 2025
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations NAACL 2025
Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation NAACL 2025