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Foundation Models

4845 directly classified papers

Papers per year

Papers

Differentiable Prompt Learning for Vision Language Models IJCAI 2025

Guiding LLM-based Smart Contract Generation with Finite State Machine IJCAI 2025

BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025

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

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

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

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

TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge ACL 2025

DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025

Taming LLMs with Gradient Grouping ACL 2025

Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ACL 2025

Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025

Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025

RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation ACL 2025

Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training ACL 2025

Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ACL 2025

Dynamic Scaling of Unit Tests for Code Reward Modeling ACL 2025

UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025

PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025

Towards Effective Extraction and Evaluation of Factual Claims ACL 2025

M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025

Personalized Text Generation with Contrastive Activation Steering ACL 2025

SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection ACL 2025

Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025