Timezone: »
Keynote Talk 2
Luke Zettlemoyer
Sat Dec 16 08:30 AM -- 09:00 AM (PST) @
Author Information
Luke Zettlemoyer (University of Washington; Meta)
More from the Same Authors
-
2023 : PATHFINDER: Guided Search over Multi-Step Reasoning Paths »
Olga Golovneva · Sean O'Brien · Ramakanth Pasunuru · Tianlu Wang · Luke Zettlemoyer · Maryam Fazel-Zarandi · Asli Celikyilmaz -
2023 : FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation »
Sewon Min · Kalpesh Krishna · Xinxi Lyu · Mike Lewis · Scott Yih · Pang Wei Koh · Mohit Iyyer · Luke Zettlemoyer · Hannaneh Hajishirzi -
2023 : SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore »
Sewon Min · Suchin Gururangan · Eric Wallace · Weijia Shi · Hannaneh Hajishirzi · Noah Smith · Luke Zettlemoyer -
2023 : Retrieval-based Language Models Using a Multi-domain Datastore »
Rulin Shao · Sewon Min · Luke Zettlemoyer · Pang Wei Koh -
2023 : Detecting Pretraining Data from Large Language Models »
Weijia Shi · Anirudh Ajith · Mengzhou Xia · Yangsibo Huang · Daogao Liu · Terra Blevins · Danqi Chen · Luke Zettlemoyer -
2023 : SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore »
Sewon Min · Suchin Gururangan · Eric Wallace · Weijia Shi · Hannaneh Hajishirzi · Noah Smith · Luke Zettlemoyer -
2023 Poster: Stable and low-precision training for large-scale vision-language models »
Mitchell Wortsman · Tim Dettmers · Luke Zettlemoyer · Ari Morcos · Ali Farhadi · Ludwig Schmidt -
2023 Poster: Toolformer: Language Models Can Teach Themselves to Use Tools »
Timo Schick · Jane Dwivedi-Yu · Roberto Dessi · Roberta Raileanu · Maria Lomeli · Eric Hambro · Luke Zettlemoyer · Nicola Cancedda · Thomas Scialom -
2023 Poster: LIMA: Less Is More for Alignment »
Chunting Zhou · Pengfei Liu · Puxin Xu · Srinivasan Iyer · Jiao Sun · Yuning Mao · Xuezhe Ma · Avia Efrat · Ping Yu · LILI YU · Susan Zhang · Gargi Ghosh · Mike Lewis · Luke Zettlemoyer · Omer Levy -
2023 Poster: MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers »
LILI YU · Daniel Simig · Colin Flaherty · Armen Aghajanyan · Luke Zettlemoyer · Mike Lewis -
2023 Oral: Toolformer: Language Models Can Teach Themselves to Use Tools »
Timo Schick · Jane Dwivedi-Yu · Roberto Dessi · Roberta Raileanu · Maria Lomeli · Eric Hambro · Luke Zettlemoyer · Nicola Cancedda · Thomas Scialom -
2023 Poster: QLoRA: Efficient Finetuning of Quantized LLMs »
Tim Dettmers · Artidoro Pagnoni · Ari Holtzman · Luke Zettlemoyer -
2023 Oral: QLoRA: Efficient Finetuning of Quantized LLMs »
Tim Dettmers · Artidoro Pagnoni · Ari Holtzman · Luke Zettlemoyer -
2022 Poster: GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale »
Tim Dettmers · Mike Lewis · Younes Belkada · Luke Zettlemoyer -
2022 Poster: Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models »
Kushal Tirumala · Aram Markosyan · Luke Zettlemoyer · Armen Aghajanyan -
2022 Poster: Improving Policy Learning via Language Dynamics Distillation »
Victor Zhong · Jesse Mu · Luke Zettlemoyer · Edward Grefenstette · Tim Rocktäschel -
2021 : Panel Discussion »
Pascal Poupart · Ali Ghodsi · Luke Zettlemoyer · Sameer Singh · Kevin Duh · Yejin Choi · Lu Hou -
2021 : Toward Efficient Training of Large Language Models with Balanced Conditional Compute »
Luke Zettlemoyer -
2021 Poster: Luna: Linear Unified Nested Attention »
Xuezhe Ma · Xiang Kong · Sinong Wang · Chunting Zhou · Jonathan May · Hao Ma · Luke Zettlemoyer -
2021 Poster: SILG: The Multi-domain Symbolic Interactive Language Grounding Benchmark »
Victor Zhong · Austin W. Hanjie · Sida Wang · Karthik Narasimhan · Luke Zettlemoyer -
2020 : Invited talk - De-noising Sequence-to-Sequence Pre-training »
Luke Zettlemoyer -
2020 Poster: Pre-training via Paraphrasing »
Mike Lewis · Marjan Ghazvininejad · Gargi Ghosh · Armen Aghajanyan · Sida Wang · Luke Zettlemoyer -
2017 : End-to-end Learning for Broad Coverage Semantics: SRL, Coreference, and Beyond »
Luke Zettlemoyer -
2008 Poster: Multi-Agent Filtering with Infinitely Nested Beliefs »
Luke Zettlemoyer · Brian Milch · Leslie Kaelbling -
2008 Spotlight: Multi-Agent Filtering with Infinitely Nested Beliefs »
Luke Zettlemoyer · Brian Milch · Leslie Kaelbling