Matthew E Peters - Allen Institute for Artificial Intelligence;Spiffy AI

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Bio

Co-founder at Spiffy AI, building intelligent systems that bring out the best in human capabilities. Natural language processing (NLP) Senior Research Scientist at AI2 in Seattle, working on large scale representation learning applicable to a wide variety of NLP tasks (language generation, question answering, classification, information extraction).

Research Interests

Papers共 47 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

ACL (1)pp.15725-15788, (2024)

Cited0Views0EIBibtex

OLMo: Accelerating the Science of Language Models

ACL (1)pp.15789-15809, (2024)

Cited0Views0EIBibtex

Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Hamish Ivison,Yizhong Wang,Valentina Pyatkin,Nathan Lambert,Matthew Peters,Pradeep Dasigi,Joel Jang,David Wadden,Noah A. Smith,Iz Beltagy,Hannaneh Hajishirzi

CoRR (2023)

Cited32Views0EIBibtex

TESS: Text-to-Text Self-Conditioned Simplex Diffusion

Rabeeh Karimi Mahabadi,Hamish Ivison,Jaesung Tae,James Henderson,Iz Beltagy,Matthew E. Peters,Arman Cohan

arXiv (Cornell University) (2023): 2347-2361

Cited0Views0EIBibtex

FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning

Qinyuan Ye,Iz Beltagy,Matthew Peters,Xiang Ren,Hannaneh Hajishirzi

ACL 2023（2023）

Cited3Views0EIBibtex

ACE: A fast, skillful learned global atmospheric model for climate prediction

Oliver Watt-Meyer, Gideon Dresdner,Jeremy McGibbon,Spencer K. Clark,Brian Henn,James Duncan,Noah D. Brenowitz,Karthik Kashinath,Michael S. Pritchard,Boris Bonev,Matthew E. Peters,Christopher S. Bretherton

CoRR (2023)

Cited0Views0EIBibtex

Peek Across: Improving Multi-Document Modeling Via Cross-Document Question-Answering

Avi Caciularu,Matthew E. Peters,Jacob Goldberger,Ido Dagan,Arman Cohan

PROCEEDINGS OF THE 61ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL 2023, V...（2023）

Cited6Views0EIBibtex

Efficiency Pentathlon: A Standardized Arena for Efficiency Evaluation

Hao Peng,Qingqing Cao,Jesse Dodge,Matthew E. Peters,Jared Fernandez,Tom Sherborne,Kyle Lo,Sam Skjonsberg,Emma Strubell, Darrell Plessas,Iz Beltagy,Evan Pete Walsh,Noah A. Smith,Hannaneh Hajishirzi

CoRR (2023)

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Extracting Latent Steering Vectors from Pretrained Language Models

Nishant Subramani,Nivedita Suresh,Matthew E. Peters

CoRR (2022)

Cited20Views0EIBibtex

TAILOR: Generating and Perturbing Text with Semantic Controls

Alexis Ross,Tongshuang Wu,Hao Peng,Matthew E. Peters,Matt Gardner

PROCEEDINGS OF THE 60TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022), ...（2022）

Cited58Views0EIBibtex

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