A Data-Driven Semi-Automatic Framenet Development Methodology

2021-09-01 · RANLP 2021 9 · Shafqat Mumtaz Virk, Dana Dannélls, Lars Borin, Markus Forsberg

FrameNet is a lexical semantic resource based on the linguistic theory of frame semantics. A number of framenet development strategies have been reported previously and all of them involve exploration of corpora and a fair amount of manual work. Despite previous efforts, there does not exist a well-thought-out automatic/semi-automatic methodology for frame construction. In this paper we propose a data-driven methodology for identification and semi-automatic construction of frames. As a proof of concept, we report on our initial attempts to build a wider-scale framenet for the legal domain (LawFN) using the proposed methodology. The constructed frames are stored in a lexical database and together with the annotated example sentences they have been made available through a web interface.

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The Hebrew FrameNet Project

2016-05-01 · LREC 2016 5 · Avi Hayoun, Michael Elhadad

We present the Hebrew FrameNet project, describe the development and annotation processes and enumerate the challenges we faced along the way. We have developed semi-automatic tools to help speed the annotation and data …

Semi-automatic Korean FrameNet Annotation over KAIST Treebank

2018-05-01 · LREC 2018 5 · Younggyun Hahm, Jiseong Kim, Sunggoo Kwon, Key-Sun Choi

Dependency Parsing Morphological Analysis Part-Of-Speech Tagging Question Answering+1

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2012-05-01 · LREC 2012 5 · Richard Johansson, Karin Friberg Heppin, Dimitrios Kokkinakis

We present the first results on semantic role labeling using the Swedish FrameNet, which is a lexical resource currently in development. Several aspects of the task are investigated, including the {\%}design and selectio…

Semantic Role Labeling

Cross-lingual Linking of Automatically Constructed Frames and FrameNet

2022-06-01 · LREC 2022 6 · Ryohei Sasano

A semantic frame is a conceptual structure describing an event, relation, or object along with its participants. Several semantic frame resources have been manually elaborated, and there has been much interest in the pos…

Cross-Lingual Word Embeddings Word Embeddings

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2020-05-01 · LREC 2020 5 · Normunds Gruzitis, Roberts Dar{\c{g}}is, Laura Rituma, Gunta Ne{\v{s}}pore-B{\=e}rzkalne 외

We propose an approach for generating an accurate and consistent PropBank-annotated corpus, given a FrameNet-annotated corpus which has an underlying dependency annotation layer, namely, a parallel Universal Dependencies…