Guoping Hu

Discriminative Sentence Modeling for Story Ending Prediction

2020 · Proceedings of the AAAI Conference on Artificial Intelligence

Story Ending Prediction is a task that needs to select an appropriate ending for the given story, which requires the machine to understand the story and sometimes needs commonsense knowledge. To tackle this task, we …

SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction

2023 · arXiv (Cornell University)

Zero-shot cross-lingual information extraction(IE) aims at constructing an IE model for some low-resource target languages, given annotations exclusively in some rich-resource languages. Recent studies based on language-universal features have shown their effectiveness and are attracting …

Attention-over-Attention Neural Networks for Reading Comprehension

2017

Cloze-style reading comprehension is a representative problem in mining relationship between document and query. In this paper, we present a simple but novel model called attention-over-attention reader for better solving cloze-style reading comprehension task. The …

Revisiting Pre-Trained Models for Chinese Natural Language Processing

2020

Bidirectional Encoder Representations from Transformers (BERT) has shown marvelous improvements across various NLP tasks, and consecutive variants have been proposed to further improve the performance of the pretrained language models. In this paper, we target …