Research Papers

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Making LLMs Ace Programming Q&A: A New Approach

Hongyu Yang|Liyang He|Min Hou|Shuanghong Shen|Rui Li|Jiahui Hou|Jianhui Ma|Junda Zhao

Unlocking AI’s Potential: Evaluating LLMs Across Multiple Prompts

Felipe Maia Polo|Ronald Xu|Lucas Weber|Mírian Silva|Onkar Bhardwaj|Leshem Choshen|Allysson Flavio Melo de Oliveira|Yuekai Sun|Mikhail Yurochkin

Squeezing Giant AI Models: CLAQ’s Quest for Tiny, Powerful LLMs

Haoyu Wang|Bei Liu|Hang Shao|Bo Xiao|Ke Zeng|Guanglu Wan|Yanmin Qian

Can LLMs Help Find Hidden Security Bugs?

Ziyang Li|Saikat Dutta|Mayur Naik

Unlocking the Power of Vision and Language: A Journey into Vision-Language Models

Florian Bordes|Richard Yuanzhe Pang|Anurag Ajay|Alexander C. Li|Adrien Bardes|Suzanne Petryk|Oscar Mañas|Zhiqiu Lin|Anas Mahmoud|Bargav Jayaraman|Mark Ibrahim|Melissa Hall|Yunyang Xiong|Jonathan Lebensold|Candace Ross|Srihari Jayakumar|Chuan Guo|Diane Bouchacourt|Haider Al-Tahan|Karthik Padthe|Vasu Sharma|Hu Xu|Xiaoqing Ellen Tan|Megan Richards|Samuel Lavoie|Pietro Astolfi|Reyhane Askari Hemmat|Jun Chen|Kushal Tirumala|Rim Assouel|Mazda Moayeri|Arjang Talattof|Kamalika Chaudhuri|Zechun Liu|Xilun Chen|Quentin Garrido|Karen Ullrich|Aishwarya Agrawal|Kate Saenko|Asli Celikyilmaz|Vikas Chandra

Can AI Learn From Noisy Data? A Surprising Look at In-Context Learning

Hongfu Gao|Feipeng Zhang|Wenyu Jiang|Jun Shu|Feng Zheng|Hongxin Wei

Can AI Explain Bengali Grammar? Not Quite Yet…

Subhankar Maity|Aniket Deroy|Sudeshna Sarkar

Cut Your AI Costs: KBQA with LLMs Gets Cheaper

Junnan Dong|Qinggang Zhang|Chuang Zhou|Hao Chen|Daochen Zha|Xiao Huang

Can AI Have a Moral Compass? Exploring Ethics in Large Language Models

Alejandro Tlaie

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