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Foundation Models

4,845 papers

Papers per year

Papers

MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient IJCAI 2025
CharMoral: A Character Morality Dataset for Morally Dynamic Character Analysis in Long-Form Narratives COLING 2025
Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025
MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling CVPR 2025
Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025
Planning-Aware Code Infilling via Horizon-Length Prediction EMNLP 2025
Protein2Text: Resampling Mechanism to Translate Protein Sequences into Human-Interpretable Text NAACL 2025
Bringing Ladin to FLORES+ EMNLP 2025
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ACL 2025
V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat EMNLP 2025
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents ACL 2025
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models ACL 2025
Curriculum Direct Preference Optimization for Diffusion and Consistency Models CVPR 2025
Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ACL 2025
Minimal Pair-Based Evaluation of Code-Switching ACL 2025
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging ACL 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025
Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages? AACL 2025
Automated Molecular Concept Generation and Labeling with Large Language Models COLING 2025
GeoProg3D: Compositional Visual Reasoning for City-Scale 3D Language Fields ICCV 2025
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025
Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation EMNLP 2025
Overview of the Shared Task on Detecting AI Generated Product Reviews in Dravidian Languages: DravidianLangTech@NAACL 2025 NAACL 2025
Bayesian Optimization for Controlled Image Editing via LLMs ACL 2025