05.11.2022

MCML at EMNLP 2022

Eleven Accepted Papers (7 Main, 3 Findings, and 1 Workshop)

Conference on Empirical Methods in Natural Language Processing, Abu Dhabi, United Arab Emirates, Nov 07-11, 2022

We are happy to announce that MCML researchers have contributed a total of 11 papers to EMNLP 2022: 7 Main, 3 Findings, and 1 Workshop papers. Congrats to our researchers!

Main Track (7 papers)

J. Baan • W. Aziz • B. Plank • R. Fernandez
Stop Measuring Calibration When Humans Disagree.
EMNLP 2022 - Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

E. Bassignana • M. Müller-Eberstein • M. Zhang • B. Plank
Evidence > Intuition: Transferability Estimation for Encoder Selection.
EMNLP 2022 - Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

V. Hangya • H. S. Saadi • A. Fraser
Improving Low-Resource Languages in Pre-Trained Multilingual Language Models.
EMNLP 2022 - Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

A. Imani • S. Severini • M. J. Sabet • F. Yvon • H. Schütze
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging.
EMNLP 2022 - Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

M. Müller-Eberstein • R. van der Goot • B. Plank
Spectral Probing.
EMNLP 2022 - Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

B. Plank
The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation.
EMNLP 2022 - Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

L. Weissweiler • V. Hofmann • A. Köksal • H. Schütze
The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative.
EMNLP 2022 - Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

Findings Track (3 papers)

E. Bassignana • B. Plank
CrossRE: A Cross-Domain Dataset for Relation Extraction.
Findings @EMNLP 2022 - Findings of the Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

W. Lai • A. Chronopoulou • A. Fraser
m4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter.
Findings @EMNLP 2022 - Findings of the Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

D. Ulmer • E. Bassignana • M. Müller-Eberstein • D. Varab • M. Zhang • R. van der Goot • C. Hardmeier • B. Plank
Experimental Standards for Deep Learning in Natural Language Processing Research.
Findings @EMNLP 2022 - Findings of the Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

Workshops (1 paper)

H. S. Saadi • V. Hangya • T. Eder • A. Fraser
Comparative Analysis of Cross-lingual Contextualized Word Embeddings.
MRL 2022 @EMNLP 2022 - 2nd Workshop on Multi-lingual Representation Learning at the Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates, Nov 07-11, 2022. DOI

#research #top-tier-work #fraser #plank #schuetze

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