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14.06.2024

Teaser image to MCML at NAACL 2024

 

MCML at NAACL 2024

The 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024). Mexico City, Mexico, June 16-21, 2024

We are happy to announce that MCML researchers are represented with 9 papers at NAACL 2024:

H. Chen, J. Büssing, D. Rügamer and E. Nie.
Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text. (Workshop paper).
URL.
B. Deiseroth, M. Meuer, N. Gritsch, C. Eichenberg, P. Schramowski, M. Aßenmacher and K. Kersting.
Divergent Token Metrics: Measuring degradation to prune away LLM components -- and optimize quantization.
DOI.
Z. Ding, H. Cai, J. Wu, Y. Ma, R. Liao, B. Xiong and V. Tresp.
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models.
URL.
R. Liao, X. Jia, Y. Ma and V. Tresp.
GenTKG: Generative Forecasting on Temporal Knowledge Graph.
URL. GitHub.
Y. Liu, P. Lin, M. Wang and H. Schütze.
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining. (Findings paper).
URL.
S. Mayhew, T. Blevins, S. Liu, M. Šuppa, H. Gonen, J. M. Imperial, B. F. Karlsson, P. Lin, N. Ljubešić, L. J. Miranda, B. Plank, A. Riabi and Y. Pinter.
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark.
URL.
P. Resnik, B. Ma, A. Hoyle, P. Goel, R. Sarkar, M. Gearing, A.-C. Haensch and F. Kreuter.
TOPCAT: Topic-Oriented Protocol for Content Analysis of Text – A Preliminary Study. (Workshop paper).

M. Wang, H. Adel, L. Lange, J. Strötgen and H. Schütze.
Rehearsal-Free Modular and Compositional Continual Learning for Language Models.
URL.
H. Ye, Y. Liu, C. Ma and H. Schütze.
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer. (Workshop paper).
URL.

14.06.2024

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