WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL

Guoqing Zheng | Giannis Karamanolakis | Kai Shu | Ahmed Awadallah |

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP

Yizhong Wang | Swaroop Mishra | Pegah Alipoormolabashi | Yeganeh Kordi | Amirreza Mirzaei | Atharva Naik | Arjun Ashok | Arut Selvan Dhanasekaran | Anjana Arunkumar | David Stap | Eshaan Pathak | Giannis Karamanolakis | Haizhi Lai | Ishan Purohit | Ishani Mondal | Jacob Anderson | Kirby Kuznia | Krima Doshi | Kuntal Kumar Pal | Maitreya Patel | Mehrad Moradshahi | Mihir Parmar | Mirali Purohit | Neeraj Varshney | Phani Rohitha Kaza | Pulkit Verma | Ravsehaj Singh Puri | Rushang Karia | Savan Doshi | Shailaja Keyur Sampat | Siddhartha Mishra | Sujan Reddy A | Sumanta Patro | Tanay Dixit | Xudong Shen |

Self-Training with Weak Supervision NAACL

Giannis Karamanolakis | Subhabrata Mukherjee | Guoqing Zheng | Ahmed Hassan Awadallah |

Quantifying the Effects of COVID-19 on Restaurant Reviews NAACL SocialNLP

Ivy Cao | Zizhou Liu | Giannis Karamanolakis | Daniel Hsu | Luis Gravano |

TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories ACL

Giannis Karamanolakis | Jun Ma | Xin Luna Dong |

Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher EMNLP Findings

Giannis Karamanolakis | Daniel Hsu | Luis Gravano |

Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only EMNLP Louhi

Ziyi Liu | Giannis Karamanolakis | Daniel Hsu | Luis Gravano |

Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training EMNLP

Giannis Karamanolakis | Daniel Hsu | Luis Gravano |

Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health EMNLP WS

Giannis Karamanolakis | Daniel Hsu | Luis Gravano |