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14.06.2024

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MCML at NAACL 2024

Ten Accepted Papers (3 Main, 2 Findings, and 5 Workshops)

Annual Conference of the North American Chapter of the Association for Computational Linguistics, Mexico City, Mexico, Jun 16-21, 2024

We are happy to announce that MCML researchers have contributed a total of 10 papers to NAACL 2024: 3 Main, 2 Findings, and 5 Workshop papers. Congrats to our researchers!

Main Track (3 papers)

Z. Ding • H. Cai • J. Wu • Y. MaR. Liao • B. Xiong • V. Tresp
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models.
NAACL 2024 - Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. DOI

B. Deiseroth • M. Meuer • N. Gritsch • C. Eichenberg • P. Schramowski • M. Aßenmacher • K. Kersting
Divergent Token Metrics: Measuring degradation to prune away LLM components -- and optimize quantization.
NAACL 2024 - Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. DOI

M. Wang • H. Adel • L. Lange • J. Strötgen • H. Schütze
Rehearsal-Free Modular and Compositional Continual Learning for Language Models.
NAACL 2024 - Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. DOI

Findings Track (2 papers)

R. Liao • X. Jia • Y. Li • Y. MaV. Tresp
GenTKG: Generative Forecasting on Temporal Knowledge Graph.
Findings @NAACL 2024 - Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. DOI GitHub

Y. LiuP. LinM. WangH. Schütze
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining.
Findings @NAACL 2024 - Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. DOI

Workshops (5 papers)

H. Chen • J. Büssing • D. RügamerE. Nie
Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text.
SemEval @NAACL 2024 - 18th International Workshop on Semantic Evaluation at the Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. DOI

P. Resnik • B. Ma • A. Hoyle • P. Goel • R. Sarkar • M. Gearing • A.-C. HaenschF. Kreuter
TOPCAT: Topic-Oriented Protocol for Content Analysis of Text – A Preliminary Study.
NLP+CSS @NAACL 2024 - 6th Workshop on Natural Language Processing and Computational Social Science at the Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. URL

H. YeY. LiuC. MaH. Schütze
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer.
Insights from Negative Results @NAACL 2024 - 5th Workshop on Insights from Negative Results in NLP at the Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. DOI

Y. Zhang • V. HangyaA. Fraser
A Study of the Class Imbalance Problem in Abusive Language Detection.
WOAH @NAACL 2024 - 8th Workshop on Online Abuse and Harms at the Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. DOI

S. Zhou • H. Shan • B. PlankR. Litschko
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness.
SemEval @NAACL 2024 - 18th International Workshop on Semantic Evaluation at the Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, Mexico, Jun 16-21, 2024. DOI

#research #top-tier-work #bischl #fraser #kreuter #plank #ruegamer #schuetze #tresp
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