Search Results for author: Xiaodong Yu

Found 8 papers, 5 papers with code

SOIT: Segmenting Objects with Instance-Aware Transformers

1 code implementation21 Dec 2021 Xiaodong Yu, Dahu Shi, Xing Wei, Ye Ren, Tingqun Ye, Wenming Tan

The pixel-wise mask, especially, is embedded by a group of parameters to construct a lightweight instance-aware transformer.

Instance Segmentation Semantic Segmentation

Event Linking: Grounding Event Mentions to Wikipedia

no code implementations15 Dec 2021 Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth

Event linking tries to link an event mention, appearing in a news article for example, to the most appropriate Wikipedia page.

Natural Language Understanding

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System

1 code implementation NAACL 2021 Haoyang Wen, Ying Lin, Tuan Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Fung, Piyush Mishra, Qing Lyu, D{\'\i}dac Sur{\'\i}s, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji

We present a new information extraction system that can automatically construct temporal event graphs from a collection of news documents from multiple sources, multiple languages (English and Spanish for our experiment), and multiple data modalities (speech, text, image and video).

Coreference Resolution Event Extraction

Pairwise Representation Learning for Event Coreference

no code implementations24 Oct 2020 Xiaodong Yu, Wenpeng Yin, Dan Roth

Natural Language Processing tasks such as resolving the coreference of events require understanding the relations between two text snippets.

Coreference Resolution Event Cross-Document Coreference Resolution +1

Design Challenges in Low-resource Cross-lingual Entity Linking

1 code implementation EMNLP 2020 Xingyu Fu, Weijia Shi, Xiaodong Yu, Zian Zhao, Dan Roth

Cross-lingual Entity Linking (XEL), the problem of grounding mentions of entities in a foreign language text into an English knowledge base such as Wikipedia, has seen a lot of research in recent years, with a range of promising techniques.

Cross-Lingual Entity Linking Entity Linking

Cannot find the paper you are looking for? You can Submit a new open access paper.