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Foundation Models

4,845 papers

Papers per year

Papers

Hierarchically-Structured Open-Vocabulary Indoor Scene Synthesis with Pre-trained Large Language Model AAAI 2025
A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025
Evaluating LLMs with Multiple Problems at once ACL 2025
Crossroads of Continents: Automated Artifact Extraction for Cultural Adaptation with Large Multimodal Models WACV 2025
Personalize Your LLM: Fake it then Align it NAACL 2025
CAP: Evaluation of Persuasive and Creative Image Generation ICCV 2025
Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025
FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025
Efficient Latent Semantic Clustering for Scaling Test-Time Computation of LLMs EMNLP 2025
Optimizing the Arrangement of Citations in Related Work Section IJCNLP 2025
ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks ACL 2025
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025
Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models ACL 2025
Racing Thoughts: Explaining Contextualization Errors in Large Language Models NAACL 2025
Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning EMNLP 2025
Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding CVPR 2025
EduPo: Progress and Challenges of Automated Analysis and Generation of Czech Poetry NAACL 2025
Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction IJCNLP 2025
Ranking Unraveled: Recipes for LLM Rankings in Head-to-Head AI Combat ACL 2025
StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025
Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models EMNLP 2025
The Price of Format: Diversity Collapse in LLMs EMNLP 2025
Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment ACL 2025
PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025