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2020 – today
- 2024
[c11]Carlos E. Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, Karthik R. Narasimhan:
SWE-bench: Can Language Models Resolve Real-world Github Issues? ICLR 2024- [c10]Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Xia, Jiatong Yu, Junjie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen:
Language Models as Science Tutors. ICML 2024 - [c9]Alexander Wettig, Aatmik Gupta, Saumya Malik, Danqi Chen:
QuRating: Selecting High-Quality Data for Training Language Models. ICML 2024 - [i14]Alexander Wettig, Aatmik Gupta, Saumya Malik, Danqi Chen:
QuRating: Selecting High-Quality Data for Training Language Models. CoRR abs/2402.09739 (2024) - [i13]Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Jia, Jiatong Yu, Jun-Jie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen:
Language Models as Science Tutors. CoRR abs/2402.11111 (2024) - [i12]John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, Ofir Press:
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering. CoRR abs/2405.15793 (2024) - [i11]Adithya Bhaskar, Alexander Wettig, Dan Friedman, Danqi Chen:
Finding Transformer Circuits with Edge Pruning. CoRR abs/2406.16778 (2024) - [i10]Niklas Muennighoff, Luca Soldaini, Dirk Groeneveld, Kyle Lo, Jacob Morrison, Sewon Min, Weijia Shi, Pete Walsh, Oyvind Tafjord, Nathan Lambert, Yuling Gu, Shane Arora, Akshita Bhagia, Dustin Schwenk, David Wadden, Alexander Wettig, Binyuan Hui, Tim Dettmers, Douwe Kiela, Ali Farhadi, Noah A. Smith, Pang Wei Koh, Amanpreet Singh, Hannaneh Hajishirzi:
OLMoE: Open Mixture-of-Experts Language Models. CoRR abs/2409.02060 (2024) - [i9]Tianyu Gao, Alexander Wettig, Howard Yen, Danqi Chen:
How to Train Long-Context Language Models (Effectively). CoRR abs/2410.02660 (2024) - 2023
- [c8]Alexander Wettig, Tianyu Gao, Zexuan Zhong, Danqi Chen:
Should You Mask 15% in Masked Language Modeling? EACL 2023: 2977-2992 - [c7]Alexis Chevalier, Alexander Wettig, Anirudh Ajith, Danqi Chen:
Adapting Language Models to Compress Contexts. EMNLP 2023: 3829-3846 - [c6]Zexuan Zhong, Ziqing Huang, Alexander Wettig, Danqi Chen:
Poisoning Retrieval Corpora by Injecting Adversarial Passages. EMNLP 2023: 13764-13775 - [c5]Sadhika Malladi, Alexander Wettig, Dingli Yu, Danqi Chen, Sanjeev Arora:
A Kernel-Based View of Language Model Fine-Tuning. ICML 2023: 23610-23641 - [c4]Dan Friedman, Alexander Wettig, Danqi Chen:
Learning Transformer Programs. NeurIPS 2023 - [i8]Alexis Chevalier, Alexander Wettig, Anirudh Ajith
, Danqi Chen:
Adapting Language Models to Compress Contexts. CoRR abs/2305.14788 (2023) - [i7]Dan Friedman, Alexander Wettig, Danqi Chen:
Learning Transformer Programs. CoRR abs/2306.01128 (2023) - [i6]Carlos E. Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, Karthik Narasimhan:
SWE-bench: Can Language Models Resolve Real-World GitHub Issues? CoRR abs/2310.06770 (2023) - [i5]Zexuan Zhong, Ziqing Huang, Alexander Wettig, Danqi Chen:
Poisoning Retrieval Corpora by Injecting Adversarial Passages. CoRR abs/2310.19156 (2023) - 2022
- [c3]Dan Friedman, Alexander Wettig, Danqi Chen:
Finding Dataset Shortcuts with Grammar Induction. EMNLP 2022: 4345-4363 - [i4]Alexander Wettig, Tianyu Gao, Zexuan Zhong, Danqi Chen:
Should You Mask 15% in Masked Language Modeling? CoRR abs/2202.08005 (2022) - [i3]Sadhika Malladi, Alexander Wettig, Dingli Yu, Danqi Chen, Sanjeev Arora:
A Kernel-Based View of Language Model Fine-Tuning. CoRR abs/2210.05643 (2022) - [i2]Dan Friedman, Alexander Wettig, Danqi Chen:
Finding Dataset Shortcuts with Grammar Induction. CoRR abs/2210.11560 (2022) - 2021
- [c2]Jinhyuk Lee, Alexander Wettig, Danqi Chen:
Phrase Retrieval Learns Passage Retrieval, Too. AKBC 2021 - [c1]Jinhyuk Lee, Alexander Wettig, Danqi Chen:
Phrase Retrieval Learns Passage Retrieval, Too. EMNLP (1) 2021: 3661-3672 - [i1]Jinhyuk Lee, Alexander Wettig, Danqi Chen:
Phrase Retrieval Learns Passage Retrieval, Too. CoRR abs/2109.08133 (2021)
Coauthor Index
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