Artificial Intelligence › Core AI ›

Foundation Models

4845 directly classified papers

Papers per year

Papers

FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025

Physics Context Builders: A Modular Framework for Physical Reasoning in Vision-Language Models ICCV 2025

Information Density Principle for MLLM Benchmarks ICCV 2025

Adaptive Articulated Object Manipulation On The Fly with Foundation Model Reasoning and Part Grounding ICCV 2025

CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought ACL 2025

Leveraging Panoptic Scene Graph for Evaluating Fine-Grained Text-to-Image Generation ICCV 2025

Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025

Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLM ACL 2025

Overview of the Critical Questions Generation Shared Task ACL 2025

ELLIS Alicante at CQs-Gen 2025: Winning the critical thinking questions shared task: LLM-based question generation and selection ACL 2025

Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025

Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025

SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph IJCAI 2025

RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025

SwiLTra-Bench: The Swiss Legal Translation Benchmark ACL 2025

Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025

How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025

ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025

Personality Vector: Modulating Personality of Large Language Models by Model Merging EMNLP 2025

CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ACL 2025

Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning ACL 2025

POLO: An LLM-Powered Project-Level Code Performance Optimization Framework IJCAI 2025

Demystifying Small Language Models for Edge Deployment ACL 2025

Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025

Breaking the Self-Evaluation Barrier: Reinforced Neuro-Symbolic Planning with Large Language Models IJCAI 2025