Search Results for author: Kiem-Hieu Nguyen

Found 11 papers, 2 papers with code

D\'esambigu\"\isation d'entit\'es pour l'induction non supervis\'ee de sch\'emas \'ev\'enementiels

no code implementations JEPTALNRECITAL 2015 Kiem-Hieu Nguyen, Xavier Tannier, Olivier Ferret, Romaric Besan{\c{c}}on

Les pr{\'e}c{\'e}dentes m{\'e}thodes de la litt{\'e}rature utilisent uniquement les t{\^e}tes des syntagmes pour repr{\'e}senter les entit{\'e}s. Pourtant, le groupe complet (par exemple, {''}un homme arm{\'e}{''}) apporte une information plus discriminante (que {''}homme{''}).

SENTER

A Dataset for Open Event Extraction in English

no code implementations LREC 2016 Kiem-Hieu Nguyen, Xavier Tannier, Olivier Ferret, Romaric Besan{\c{c}}on

We detail the methodology used for building the corpus and evaluate some existing systems on this new data.

Event Extraction

BKTreebank: Building a Vietnamese Dependency Treebank

no code implementations LREC 2018 Kiem-Hieu Nguyen

Experimental results show that the treebank is a useful resource for Vietnamese language processing.

Dependency Parsing POS +1

A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection

no code implementations16 Nov 2023 Thi-Nhung Nguyen, Hoang Ngo, Kiem-Hieu Nguyen, Tuan-Dung Cao

Our main concepts are to add a number of seed words to the initial set and to treat the task of noise resolution as a task of augmenting data for a low-resource task.

Aspect Category Detection Representation Learning +1

An Uncertainty-Aware Encoder for Aspect Detection

1 code implementation Findings (EMNLP) 2021 Thi-Nhung Nguyen, Kiem-Hieu Nguyen, Young-In Song, Tuan-Dung Cao

The goal is approximating similarity between segments and aspects in the embedding space and their ground-truth similarity generated from seed words.

Opinion Mining Topic Models

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