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Search & information retrieval

Improving how people discover, understand, and use information through advances in search and retrieval.

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Published Date

Event

KDD 2021 TrueFact Workshop: Making a Credible Web for Tomorrow

August 15, 2021 | Virtual

The Third International TrueFact Workshop: Making a Credible Web for Tomorrow will provide a forum where researchers and practitioners from academia, government and industry can share insights and identify new challenges and opportunities in resolving…

Publication

Meta Self-training for Few-shot Neural Sequence Labeling

Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah

SIGKDD 2021 (Research Track) | August 2021

Github Project

Publication

Zero-shot Multi-lingual Interrogative Question Generation for “People Also Ask” at Bing

Rajarshee Mitra, Rhea Jain, Aditya Srikanth Veerubhotla, Manish Gupta

Knowledge Discovery and Data Mining | August 2021

Publication

Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature

Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Rob Tinn, Cliff Wong, Naoto Usuyama, Rick Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul Bennett, Jianfeng Gao, Hoifung Poon

KDD 2021 | August 2021

Project

Publication

Diversity driven Query Rewriting in Search Advertising

Akash Kumar Mohankumar, Nikit Begwani, Amit K Singh

KDD 2021 | August 2021

Publication

Molecular-level similarity search brings computing to DNA data storage

Callista Bee, Yuan-Jyue Chen, Melissa Queen, David Ward, Xiaomeng Liu, Lee Organick, Georg Seelig, Karin Strauss, Luis Ceze

Nature Communications | August 2021, Vol 12(4764)

Project

Tool

Baselines for Multilingual Reply Suggestion (MRS)

Data augmentation is proven to be effective in many NLU tasks, especially for those suffering from data scarcity. In this paper, we present a powerful and easy to deploy text augmentation framework, Data Boost, which…

GitHub Publication

Publication

AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER

Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan

59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021

Project

Publication

Reinforced Anchor Knowledge Graph Generation for News Recommendation Reasoning

Danyang Liu, Jianxun Lian, Zheng Liu, Xiting Wang, Guangzhong Sun, Xing Xie

KDD 2021 | August 2021

Publication

AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search

Chaozhuo Li, Bochen Pang, Yuming Liu, Hao Sun, Zheng Liu, Xing Xie, Tianqi Yang, Yanling Cui, Liangjie Zhang, Qi Zhang

2021 International ACM SIGIR Conference on Research and Development in Information Retrieval | August 2021