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FBK-HLT-NLP at SemEval-2016 Task 2: A Multitask, Deep Learning Approach for Interpretable Semantic Textual Similarity

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

We present the system developed at FBK for the SemEval 2016 Shared Task 2 ”Inter- pretable Semantic Textual Similarity” as well as the results of the submitted runs. We use …...

22463

Identifying Cognate Sets Across Dictionaries of Related Languages

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractWe present a system for identifying cognate sets across dictionaries of related languages. The likelihood of a cognate relationship is calculated on the basis of a rich set of features …...

32699

Self-Supervised Learning for Pairwise Data Refinement

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractPairwise data automatically constructed from weakly supervised signals has been widely used for training deep learning models. Pairwise datasets such as parallel texts can have uneven quality levels overall, but …...

399

Argument Similarity Assessment in German for Intelligent Tutoring: Crowdsourced Dataset and First Experiments

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractNLP technologies such as text similarity assessment, question answering and text classification are increasingly being used to develop intelligent educational applications. The long-term goal of our work is an intelligent …...

15803

DartmouthCS at SemEval-2022 Task 8: Predicting Multilingual News Article Similarity with Meta-Information and Translation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThis paper presents our approach for tackling SemEval-2022 Task 8: Multilingual News Article Similarity. Our experiments show that even by using multi-lingual pre-trained language models (LMs), translating the text into …...

25020

Transfer Learning Methods for Domain Adaptation in Technical Logbook Datasets

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractEvent identification in technical logbooks poses challenges given the limited logbook data available in specific technical domains, the large set of possible classes, and logbook entries typically being in short …...

15022