Luke Zettlemoyer
University of Washington
H-index: 100
North America-United States
Top articles of Luke Zettlemoyer
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Lima: Less is more for alignment | arXiv preprint arXiv:2305.11206 | Chunting Zhou Pengfei Liu Puxin Xu Srini Iyer Jiao Sun | 2023/5/18 |
Dolma: An Open Corpus of Three Trillion Tokens for Language Model Pretraining Research | arXiv preprint arXiv:2402.00159 | Luca Soldaini Rodney Kinney Akshita Bhagia Dustin Schwenk David Atkinson | 2024/1/31 |
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments | arXiv preprint arXiv:2404.07972 | Tianbao Xie Danyang Zhang Jixuan Chen Xiaochuan Li Siheng Zhao | 2024/4/11 |
MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling | arXiv preprint arXiv:2403.10691 | Tomasz Limisiewicz Terra Blevins Hila Gonen Orevaoghene Ahia Luke Zettlemoyer | 2024/3/15 |
Megabyte: Predicting million-byte sequences with multiscale transformers | arXiv preprint arXiv:2305.07185 | Lili Yu Dániel Simig Colin Flaherty Armen Aghajanyan Luke Zettlemoyer | 2023/5/12 |
Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens | arXiv preprint arXiv:2401.17377 | Jiacheng Liu Sewon Min Luke Zettlemoyer Yejin Choi Hannaneh Hajishirzi | 2024/1/30 |
Reliable, adaptable, and attributable language models with retrieval | arXiv preprint arXiv:2403.03187 | Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer | 2024/3/5 |
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models | arXiv preprint arXiv:2401.10440 | Terra Blevins Tomasz Limisiewicz Suchin Gururangan Margaret Li Hila Gonen | 2024/1/19 |
Toolformer: Language models can teach themselves to use tools | Advances in Neural Information Processing Systems | Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli | 2024/2/13 |
Comparing hallucination detection metrics for multilingual generation | arXiv preprint arXiv:2402.10496 | Haoqiang Kang Terra Blevins Luke Zettlemoyer | 2024/2/16 |
Do Membership Inference Attacks Work on Large Language Models? | arXiv preprint arXiv:2402.07841 | Michael Duan Anshuman Suri Niloofar Mireshghallah Sewon Min Weijia Shi | 2024/2/12 |
MoDE: CLIP Data Experts via Clustering | arXiv preprint arXiv:2404.16030 | Jiawei Ma Po-Yao Huang Saining Xie Shang-Wen Li Luke Zettlemoyer | 2024/4/24 |
Qlora: Efficient finetuning of quantized llms | Advances in Neural Information Processing Systems | Tim Dettmers Artidoro Pagnoni Ari Holtzman Luke Zettlemoyer | 2024/2/13 |
Olmo: Accelerating the science of language models | arXiv preprint arXiv:2402.00838 | Dirk Groeneveld Iz Beltagy Pete Walsh Akshita Bhagia Rodney Kinney | 2024/2/1 |
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length | arXiv preprint arXiv:2404.08801 | Xuezhe Ma Xiaomeng Yang Wenhan Xiong Beidi Chen Lili Yu | 2024/4/12 |
Legonn: Building modular encoder-decoder models | IEEE/ACM Transactions on Audio, Speech, and Language Processing | Siddharth Dalmia Dmytro Okhonko Mike Lewis Sergey Edunov Shinji Watanabe | 2023/7/17 |
Retrieval-based Language Models Using a Multi-domain Datastore | Rulin Shao Sewon Min Luke Zettlemoyer Pang Wei Koh | 2023/12/7 | |
The belebele benchmark: a parallel reading comprehension dataset in 122 language variants | arXiv preprint arXiv:2308.16884 | Lucas Bandarkar Davis Liang Benjamin Muller Mikel Artetxe Satya Narayan Shukla | 2023/8/31 |
Eliciting Attributions from LLMs with Minimal Supervision | Ramakanth Pasunuru Koustuv Sinha Armen Aghajanyan LILI YU Tianlu Wang | 2023/10/13 | |
Cit: Curation in training for effective vision-language data | Hu Xu Saining Xie Po-Yao Huang Licheng Yu Russell Howes | 2023 |
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