32 citations · 85 across the 16 of their papers we have counts for
16 papers
Ensemble Transfer Learning for Multilingual Coreference Resolution
Tuan Manh Lai, Heng Ji
Entity coreference resolution is an important research problem with many applications, including information extraction and question answering. Coreference resolution for English h…
Translation between Molecules and Natural Language
Carl Edwards, Tuan Lai, Kevin Ros +3
We present a self-supervised learning framework for pretraining models on a vast amount of unlabeled natural language text and molecule strings. $\textbf{MolT5…
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking
Tuan Manh Lai, Heng Ji, ChengXiang Zhai
Entity linking (EL) is the task of linking entity mentions in a document to referent entities in a knowledge base (KB). Many previous studies focus on Wikipedia-derived KBs. There…
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks
Tuan Lai, Heng Ji, ChengXiang Zhai
Biomedical entity linking is the task of linking entity mentions in a biomedical document to referent entities in a knowledge base. Recently, many BERT-based models have been intro…
A Unified Transformer-based Framework for Duplex Text Normalization
Tuan Manh Lai, Yang Zhang, Evelina Bakhturina +2
Text normalization (TN) and inverse text normalization (ITN) are essential preprocessing and postprocessing steps for text-to-speech synthesis and automatic speech recognition, res…
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline
Tuan Manh Lai, Trung Bui, Doo Soon Kim
Since the first end-to-end neural coreference resolution model was introduced, many extensions to the model have been proposed, ranging from using higher-order inference to directl…