Search Results for author: Sabine Weber

Found 5 papers, 3 papers with code

Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing

no code implementations EMNLP (insights) 2021 Sabine Weber, Mark Steedman

The training of NLP models often requires large amounts of labelled training data, which makes it difficult to expand existing models to new languages.

Entity Typing Multilingual Word Embeddings +4

Fine-grained General Entity Typing in German using GermaNet

1 code implementation NAACL (TextGraphs) 2021 Sabine Weber, Mark Steedman

We use a German WordNet equivalent, GermaNet, to automatically generate training data for German general entity typing.

Entity Typing Relation Extraction +1

Language Models Are Poor Learners of Directional Inference

1 code implementation10 Oct 2022 Tianyi Li, Mohammad Javad Hosseini, Sabine Weber, Mark Steedman

We examine LMs' competence of directional predicate entailments by supervised fine-tuning with prompts.

Cross-lingual Inference with A Chinese Entailment Graph

1 code implementation Findings (ACL) 2022 Tianyi Li, Sabine Weber, Mohammad Javad Hosseini, Liane Guillou, Mark Steedman

Predicate entailment detection is a crucial task for question-answering from text, where previous work has explored unsupervised learning of entailment graphs from typed open relation triples.

Entity Typing Question Answering +2

Construction and Alignment of Multilingual Entailment Graphs for Semantic Inference

no code implementations WS 2019 Sabine Weber, Mark Steedman

This paper presents ongoing work on the construction and alignment of predicate entailment graphs in English and German.

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