Tim Dettmers
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
5
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Holistically Evaluating the Environmental Impact of Creating Language Models. | Jacob Morrison, Clara Na, Jared Fernandez, Tim Dettmers, Emma Strubell, Jesse Dodge |
| 2025 | ICLR | OLMoE: Open Mixture-of-Experts Language Models. | Niklas Muennighoff, Luca Soldaini, Dirk Groeneveld, Kyle Lo, Jacob Morrison, Sewon Min, Weijia Shi, Evan 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, et al. |
| 2024 | ICLR | SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression. | Tim Dettmers, Ruslan Svirschevski, Vage Egiazarian, Denis Kuznedelev, Elias Frantar, Saleh Ashkboos, Alexander Borzunov, Torsten Hoefler, Dan Alistarh |
| 2023 | ACL | Petals: Collaborative Inference and Fine-tuning of Large Models. | Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers, Maksim Riabinin, Younes Belkada, Artem Chumachenko, Pavel Samygin, Colin Raffel |
| 2023 | EMNLP | Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model. | Zeyu Liu, Tim Dettmers, Xi Lin, Veselin Stoyanov, Xian Li |
| 2023 | ICML | The case for 4-bit precision: k-bit Inference Scaling Laws. | Tim Dettmers, Luke Zettlemoyer |
| 2023 | ICML | SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient. | Max Ryabinin, Tim Dettmers, Michael Diskin, Alexander Borzunov |
| 2022 | ICLR | 8-bit Optimizers via Block-wise Quantization. | Tim Dettmers, Mike Lewis, Sam Shleifer, Luke Zettlemoyer |
| 2021 | ICML | BASE Layers: Simplifying Training of Large, Sparse Models. | Mike Lewis, Shruti Bhosale, Tim Dettmers, Naman Goyal, Luke Zettlemoyer |
| 2020 | EMNLP | High Performance Natural Language Processing. | Gabriel Ilharco, Cesar Ilharco, Iulia Turc, Tim Dettmers, Felipe Ferreira, Kenton Lee |
| 2018 | AAAI | Convolutional 2D Knowledge Graph Embeddings. | Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel |
| 2018 | ACL | Jack the Reader - A Machine Reading Framework. | Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein, Johannes Welbl, Tim Rocktschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Tim Dettmers, Pontus Stenetorp, Sebastian Riedel |