Quan Hung Tran

A Gated Self-attention Memory Network for Answer Selection

2019 · arXiv (Cornell University)

Answer selection is an important research problem, with applications in many areas. Previous deep learning based approaches for the task mainly adopt the Compare-Aggregate architecture that performs word-level comparison followed by aggregation. In this work, …

Scene Graph Modification Based on Natural Language Commands

2020 · arXiv (Cornell University)

Structured representations like graphs and parse trees play a crucial role in many Natural Language Processing systems. In recent years, the advancements in multi-turn user interfaces necessitate the need for controlling and updating these structured …

A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents

2020

Keyphrase extraction is the task of extracting a small set of phrases that best describe a document. Most existing benchmark datasets for the task typically have limited numbers of annotated documents, making it challenging to …

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models

2024 · arXiv (Cornell University)

We introduce an approach to identifying speaker names in dialogue transcripts, a crucial task for enhancing content accessibility and searchability in digital media archives. Despite the advancements in speech recognition, the task of text-based speaker …

The Context-Dependent Additive Recurrent Neural Net

2018

Quan Hung Tran, Tuan Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long …