Siamese Networks for Semantic Pattern Similarity

no code implementations • 17 Dec 2018 • Yassine Benajiba, Jin Sun, Yong Zhang, Longquan Jiang, Zhiliang Weng, Or Biran

Semantic Pattern Similarity is an interesting, though not often encountered NLP task where two sentences are compared not by their specific meaning, but by their more abstract semantic pattern (e. g., preposition or frame).

Question Answering

The Sentimental Value of Chinese Sub-Character Components

no code implementations • WS 2017 • Yassine Benajiba, Or Biran, Zhiliang Weng, Yong Zhang, Jin Sun

Sub-character components of Chinese characters carry important semantic information, and recent studies have shown that utilizing this information can improve performance on core semantic tasks.

Sentiment Analysis Word Embeddings

MainiwayAI at IJCNLP-2017 Task 2: Ensembles of Deep Architectures for Valence-Arousal Prediction

no code implementations • IJCNLP 2017 • Yassine Benajiba, Jin Sun, Yong Zhang, Zhiliang Weng, Or Biran

This paper introduces Mainiway AI Labs submitted system for the IJCNLP 2017 shared task on Dimensional Sentiment Analysis of Chinese Phrases (DSAP), and related experiments.

Sentiment Analysis Task 2 +1