Self-Taught Evaluators (AI summary)
Tianlu Wang, Ilia Kulikov, Olga Golovneva, Ping Yu, Weizhe Yuan, Jane Dwivedi-Yu, Richard Yuanzhe Pang, Maryam Fazel-Zarandi, Jason Weston, Xian Li
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Conversational Prompt Engineering (AI summary)
Liat Ein-Dor, Orith Toledo-Ronen, Artem Spector, Shai Gretz, Lena Dankin, Alon Halfon, Yoav Katz, Noam Slonim
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Synthesizing Text-to-SQL Data from Weak and Strong LLMs (AI summary)
Jiaxi Yang, Binyuan Hui, Min Yang, Jian Yang, Junyang Lin, Chang Zhou
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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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