RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation (AI summary)
Daniel Fleischer, Moshe Berchansky, Moshe Wasserblat, Peter Izsak
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Transformer Explainer: Interactive Learning of Text-Generative Models (AI summary)
Aeree Cho, Grace C. Kim, Alexander Karpekov, Alec Helbling, Zijie J. Wang, Seongmin Lee, Benjamin Hoover, Duen Horng Chau
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The Art of Refusal: A Survey of Abstention in Large Language Models (AI summary)
Bingbing Wen, Jihan Yao, Shangbin Feng, Chenjun Xu, Yulia Tsvetkov, Bill Howe, Lucy Lu Wang
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From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future (AI summary)
Haolin Jin, Linghan Huang, Haipeng Cai, Jun Yan, Bo Li, Huaming Chen
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Generation Constraint Scaling Can Mitigate Hallucination (AI summary)
Georgios Kollias, Payel Das, Subhajit Chaudhury
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ThinK: Thinner Key Cache by Query-Driven Pruning (AI summary)
Yuhui Xu, Zhanming Jie, Hanze Dong, Lei Wang, Xudong Lu, Aojun Zhou, Amrita Saha, Caiming Xiong, Doyen Sahoo
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Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models (AI summary)
Zhi Rui Tam, Cheng-Kuang Wu, Yi-Lin Tsai, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
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MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens (AI summary)
Anas Awadalla, Le Xue, Oscar Lo, Manli Shu, Hannah Lee, Etash Kumar Guha, Matt Jordan, Sheng Shen, Mohamed Awadalla, Silvio Savarese, Caiming Xiong, Ran Xu, Yejin Choi, Ludwig Schmidt
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Machine Unlearning in Generative AI: A Survey (AI summary)
Zheyuan Liu, Guangyao Dou, Zhaoxuan Tan, Yijun Tian, Meng Jiang
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A Survey on Employing Large Language Models for Text-to-SQL Tasks (AI summary)
Liang Shi, Zhengju Tang, Zhi Yang
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