Go Figure! Multi-task transformer-based architecture for metaphor detection using idioms: ETS team in 2020 metaphor shared task

no code implementations • WS 2020 • Xianyang Chen, Chee Wee (Ben) Leong, Michael Flor, Beata Beigman Klebanov

This paper describes the ETS entry to the 2020 Metaphor Detection shared task.

Multi-Task Learning

A Report on the 2020 VUA and TOEFL Metaphor Detection Shared Task

no code implementations • WS 2020 • Chee Wee (Ben) Leong, Beata Beigman Klebanov, Chris Hamill, Egon Stemle, Rutuja Ubale, Xianyang Chen

In this paper, we report on the shared task on metaphor identification on VU Amsterdam Metaphor Corpus and on a subset of the TOEFL Native Language Identification Corpus.

Native Language Identification

Emotion Arcs of Student Narratives

no code implementations • WS 2020 • Swapna Somasundaran, Xianyang Chen, Michael Flor

This paper studies emotion arcs in student narratives.

Decompressing Knowledge Graph Representations for Link Prediction

1 code implementation • 11 Nov 2019 • Xiang Kong, Xianyang Chen, Eduard Hovy

Specifically, embeddings of entities and relationships are first decompressed to a more expressive and robust space by decompressing functions, then knowledge graph embedding models are trained in this new feature space.

Knowledge Graph Embedding Knowledge Graphs +1