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Foundation Models

4845 directly classified papers

Papers per year

Papers

PromptLab: A Collaborative Platform for Prompt Engineering and Dataset Curation EACL 2026

Efficient Low-Resource Language Models Using Tokenizer Transfer EACL 2026

Comprehensive Study of Bilingual and Multi-category Instruction Pre-training EACL 2026

SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations EACL 2026

We Are What We Repeatedly Do: Improving Long Context Instruction Following EACL 2026

Program-of-Thought Reveals LLM Abstraction Ceilings EACL 2026

Retriever Encoder Selection Matters for In-Context Learning-based Medical Segmentation AAAI 2026

HouseTune: Two-Stage Floorplan Generation with LLM Assistance AAAI 2026

LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation AAAI 2026

Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026

Rethinking Reading Order: Toward Generalizable Document Understanding with LLM-based Relation Modeling EACL 2026

Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation AAAI 2026

SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature EACL 2026

Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space AAAI 2026

Pareto-Grid-Guided Large Language Models for Fast and High-Quality Heuristics Design in Multi-Objective Combinatorial Optimization AAAI 2026

AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment AAAI 2026

D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation AAAI 2026

Towards Generalist Robot Learning from Internet Video: A Survey (Abstract Reprint) AAAI 2026

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026

LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction EACL 2026

Global-Local Confidence Fusion for Hallucination Detection in Mathematical Reasoning Task AAAI 2026

Appraisal Trajectories in Narratives Reveal Distinct Patterns of Emotion Evocation EACL 2026

Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs EACL 2026

Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning EACL 2026

PropGenie: A Multi-Agent Conversational Framework for Real Estate Assistance EACL 2026