Building the Turkish FrameNet

no code implementations • EACL (GWC) 2021 • Büşra Marşan, Neslihan Kara, Merve Özçelik, Bilge Nas Arıcan, Neslihan Cesur, Aslı Kuzgun, Ezgi Sanıyar, Oğuzhan Kuyrukçu, Olcay Taner Yildiz

FrameNet (Lowe, 1997; Baker et al., 1998; Fillmore and Atkins, 1998; Johnson et al., 2001) is a computational lexicography project that aims to offer insight into the semantic relationships between predicate and arguments.

HisNet: A Polarity Lexicon based on WordNet for Emotion Analysis

no code implementations • EACL (GWC) 2021 • Merve Özçelik, Bilge Nas Arıcan, Özge Bakay, Elif Sarmış, Özlem Ergelen, Nilgün Güler Bayezit, Olcay Taner Yildiz

Dictionary-based methods in sentiment analysis have received scholarly attention recently, the most comprehensive examples of which can be found in English.

Emotion Recognition Sentiment Analysis

Turkish WordNet KeNet

5 code implementations • EACL (GWC) 2021 • Özge Bakay, Özlem Ergelen, Elif Sarmış, Selin Yıldırım, Bilge Nas Arıcan, Atilla Kocabalcıoğlu, Merve Özçelik, Ezgi Sanıyar, Oğuzhan Kuyrukçu, Begüm Avar, Olcay Taner Yildiz

Currently, there are two available wordnets for Turkish: TR-wordnet of BalkaNet and KeNet.

Creating Domain Dependent Turkish WordNet and SentiNet

no code implementations • EACL (GWC) 2021 • Bilge Nas Arıcan, Merve Özçelik, Deniz Baran Aslan, Elif Sarmış, Selen Parlar, Olcay Taner Yildiz

In the sentiment analysis we did with the data we received on the Tourism WordNet, we performed a domain-specific sentiment analysis study by annotating the data.

LEMMA Sentiment Analysis