Web: http://arxiv.org/abs/2209.07278

Sept. 16, 2022, 1:16 a.m. | Milan Straka, Jana Straková

cs.CL updates on arXiv.org arxiv.org

We describe the winning submission to the CRAC 2022 Shared Task on
Multilingual Coreference Resolution. Our system first solves mention detection
and then coreference linking on the retrieved spans with an
antecedent-maximization approach, and both tasks are fine-tuned jointly with
shared Transformer weights. We report results of fine-tuning a wide range of
pretrained models. The center of this contribution are fine-tuned multilingual
models. We found one large multilingual model with sufficiently large encoder
to increase performance on all datasets across …

arxiv

More from arxiv.org / cs.CL updates on arXiv.org

Postdoctoral Fellow: ML for autonomous materials discovery

@ Lawrence Berkeley National Lab | Berkeley, CA

Research Scientists

@ ODU Research Foundation | Norfolk, Virginia

Embedded Systems Engineer (Robotics)

@ Neo Cybernetica | Bedford, New Hampshire

2023 Luis J. Alvarez and Admiral Grace M. Hopper Postdoc Fellowship in Computing Sciences

@ Lawrence Berkeley National Lab | San Francisco, CA

Senior Manager Data Scientist

@ NAV | Remote, US

Senior AI Research Scientist

@ Earth Species Project | Remote anywhere

Research Fellow- Center for Security and Emerging Technology (Multiple Opportunities)

@ University of California Davis | Washington, DC

Staff Fellow - Data Scientist

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Staff Fellow - Senior Data Engineer

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Research Engineer - VFX, Neural Compositing

@ Flawless | Los Angeles, California, United States

[Job-TB] Senior Data Engineer

@ CI&T | Brazil

Data Analytics Engineer

@ The Fork | Paris, France