Papers
Your RAG is Unfair: Exposing Fairness Vulnerabilities in Retrieval-Augmented Generation via Backdoor Attacks
Gaurav Bagwe, Saket Sanjeev Chaturvedi, Xiaolong Ma et al.
Editing Across Languages: A Survey of Multilingual Knowledge Editing
Nadir Durrani, Basel Mousi, Fahim Dalvi
From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing
Lanxiao Huang, Daksh Dave, Tyler Cody et al.
AIP: Subverting Retrieval-Augmented Generation via Adversarial Instructional Prompt
Saket Sanjeev Chaturvedi, Gaurav Bagwe, Lan Emily Zhang et al.
The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It
Zheng Xin Yong, Beyza Ermis, Marzieh Fadaee et al.
Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation
Tianhao Niu, Yiming Cui, Baoxin Wang et al.
Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models
Qihang Ma, Shengyu Li, Jie Tang et al.
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations
Lingjun Zhao, Hal Daumé Iii
CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists
Yukyung Lee, JoongHoon Kim, Jaehee Kim et al.
Task-Aware Resolution Optimization for Visual Large Language Models
Weiqing Luo, Zhen Tan, Yifan Li et al.
What You Read Isn’t What You Hear: Linguistic Sensitivity in Deepfake Speech Detection
Binh Nguyen, Shuju Shi, Ryan Ofman et al.
To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging
Zitao Fang, Guodong Du, Shuyang Yu et al.
Can Large Language Models Tackle Graph Partitioning?
Yiheng Wu, Ningchao Ge, Yanmin Li et al.
Improving Chemical Understanding of LLMs via SMILES Parsing
Yunhui Jang, Jaehyung Kim, Sungsoo Ahn
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
Yuan Chang, Ziyue Li, Hengyuan Zhang et al.
Benchmark Profiling: Mechanistic Diagnosis of LLM Benchmarks
Dongjun Kim, Gyuho Shim, Yongchan Chun et al.
Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering
Kun Zhu, Lizi Liao, Yuxuan Gu et al.
Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings
Amit Gajbhiye, Thomas Bailleux, Zied Bouraoui et al.
RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation
Sashuai Zhou, Weinan Gan, Qijiong Liu et al.
The Practical Impacts of Theoretical Constructs on Empathy Modeling
Allison Lahnala, Charles Welch, David Jurgens et al.
OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir
Sadam Al-Azani, Maad Alowaifeer, Alhanoof Alhunief et al.
Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling
Sydney Anuyah, Mehedi Mahmud Kaushik, Sri Rama Krishna Reddy Dwarampudi et al.
Complex Numerical Reasoning with Numerical Semantic Pre-training Framework
Jun Zhang, Haihong E, Tianyi Hu et al.
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis
Haoming Huang, Yibo Yan, Jiahao Huo et al.
Jailbreak LLMs through Internal Stance Manipulation
Shuangjie Fu, Du Su, Beining Huang et al.