Hypertext Entity Extraction in Webpage

no code implementations • 4 Mar 2024 • Yifei Yang, Tianqiao Liu, Bo Shao, Hai Zhao, Linjun Shou, Ming Gong, Daxin Jiang

Webpage entity extraction is a fundamental natural language processing task in both research and applications.

Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing

no code implementations • COLING 2020 • Bo Shao, Yeyun Gong, Weizhen Qi, Nan Duan, Xiaola Lin

In this paper, we present a multi-level alignment pretraining method in a unified architecture formulti-lingual semantic parsing.

Semantic Parsing Sentence

ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine

no code implementations • 21 Oct 2020 • Weizhen Qi, Yeyun Gong, Yu Yan, Jian Jiao, Bo Shao, Ruofei Zhang, Houqiang Li, Nan Duan, Ming Zhou

We build a dataset from a real-word sponsored search engine and carry out experiments to analyze different generative retrieval models.

Retrieval

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation

1 code implementation • EMNLP 2020 • Dayiheng Liu, Yeyun Gong, Jie Fu, Wei Liu, Yu Yan, Bo Shao, Daxin Jiang, Jiancheng Lv, Nan Duan

Furthermore, we propose a simple and effective method to mine the keyphrases of interest in the news article and build a first large-scale keyphrase-aware news headline corpus, which contains over 180K aligned triples of $<$news article, headline, keyphrase$>$.

Headline Generation Sentence

Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching

no code implementations • IJCNLP 2019 • Bo Shao, Yeyun Gong, Weizhen Qi, Nan Duan, Xiaola Lin

Given a sentence pair, we extract the output representations of it from BERT.

Natural Language Inference Position +1