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AI Research Papers Daily

Daily curated AI research papers with translations

Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models

Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang•Jun 17, 2024•351

Long Code Arena: a Set of Benchmarks for Long-Context Code Models

Egor Bogomolov, Aleksandra Eliseeva, Timur Galimzyanov, Evgeniy Glukhov, Anton Shapkin, Maria Tigina, Yaroslav Golubev, Alexander Kovrigin, Arie van Deursen, Maliheh Izadi, Timofey Bryksin•Jun 17, 2024•253

Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models

Hengyi Wang, Shiwei Tan, Hao Wang•Jun 18, 2024•161

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Junmo Kang, Leonid Karlinsky, Hongyin Luo, Zhen Wang, Jacob Hansen, James Glass, David Cox, Rameswar Panda, Rogerio Feris, Alan Ritter•Jun 17, 2024•154

Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance

Somnath Banerjee, Avik Halder, Rajarshi Mandal, Sayan Layek, Ian Soboroff, Rima Hazra, Animesh Mukherjee•Jun 17, 2024•131

Interface Design for Self-Supervised Speech Models

Yi-Jen Shih, David Harwath•Jun 18, 2024•71

Measuring memorization in RLHF for code completion

Aneesh Pappu, Billy Porter, Ilia Shumailov, Jamie Hayes•Jun 17, 2024•71

Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces

Yihuai Hong, Lei Yu, Shauli Ravfogel, Haiqin Yang, Mor Geva•Jun 17, 2024•52