Cross-Lingual and Supervised Learning Approach for Indonesian Word Sense Disambiguation Task

no code implementations • GWC 2018 • Rahmad Mahendra, Heninggar Septiantri, Haryo Akbarianto Wibowo, Ruli Manurung, Mirna Adriani

Ambiguity is a problem we frequently face in Natural Language Processing.

Word Sense Disambiguation

Speech-Emotion Detection in an Indonesian Movie

no code implementations • LREC 2020 • Fahmi Fahmi, Meganingrum Arista Jiwanggi, Mirna Adriani

Although it is growing, there is still little research about automatic speech emotion detection in Bahasa Indonesia.

Emotion Recognition General Classification

Normalization of Indonesian-English Code-Mixed Twitter Data

no code implementations • WS 2019 • Anab Maulana Barik, Rahmad Mahendra, Mirna Adriani

Twitter is an excellent source of data for NLP researches as it offers tremendous amount of textual data.

Language Identification Lexical Normalization +1

Gated Recurrent Neural Tensor Network

no code implementations • 7 Jun 2017 • Andros Tjandra, Sakriani Sakti, Ruli Manurung, Mirna Adriani, Satoshi Nakamura

Our proposed RNNs, which are called a Long-Short Term Memory Recurrent Neural Tensor Network (LSTMRNTN) and Gated Recurrent Unit Recurrent Neural Tensor Network (GRURNTN), are made by combining the LSTM and GRU RNN models with the tensor product.

Language Modelling

Automatically Building a Corpus for Sentiment Analysis on Indonesian Tweets

no code implementations • PACLIC 2014 • Alfan Farizki Wicaksono, Clara Vania, Bayu Distiawan, Mirna Adriani

Information Retrieval Opinion Mining +1

Predicting Answer Location Using Shallow Semantic Analogical Reasoning in a Factoid Question Answering System

no code implementations • PACLIC 2012 • Hapnes Toba, Mirna Adriani, Hisar Maruli Manurung

Answer Selection Information Retrieval