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Foundation Models

4,845 papers

Papers per year

Papers

MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation EMNLP 2025
Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging ACL 2025
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025
Approximated Variational Bayesian Inverse Reinforcement Learning for Large Language Model Alignment AAAI 2025
Using Next Sentence Prediction to Test ChatGPT’s Text Comprehension (Student Abstract) AAAI 2025
TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data ACL 2025
Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025
EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ACL 2025
GRIPF at TSAR 2025 Shared Task Towards controlled CEFR level simplification with the help of inter-model interactions EMNLP 2025
Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025
Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025
Large Language Models in Bioinformatics: A Survey ACL 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? IJCNLP 2025
Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025
SLIM: Subtrajectory-Level Elimination for More Effective Reasoning EMNLP 2025
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge WACV 2025
From 2D CAD Drawings to 3D Parametric Models: A Vision-Language Approach AAAI 2025
ImpRAG: Retrieval-Augmented Generation with Implicit Queries EMNLP 2025
Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions EMNLP 2025
Advancing Feature Extraction in Healthcare through the Integration of Knowledge Graphs and Large Language Models AAAI 2025
LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations AACL 2025
Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025
NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM ACL 2025
ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025
SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025