Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture F i n d i n g s - E M N L P

Bingsheng Yao | Ishan Jindal | Lucian Popa | Yannis Katsis | Sayan Ghosh | Lihong He | Yuxuan Lu | Shashank Srivastava | Yunyao Li | James Hendler | Dakuo Wang |

Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL

Bingsheng Yao | Prithviraj Sen | Lucian Popa | James Hendler | Dakuo Wang |

Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming ACL Findings

Ayush Maheshwari | Krishnateja Killamsetty | Ganesh Ramakrishnan | Rishabh Iyer | Marina Danilevsky | Lucian Popa |

Domain Representative Keywords Selection: A Probabilistic Approach ACL Findings

Pritom Saha Akash | Jie Huang | Kevin Chang | Yunyao Li | Lucian Popa | ChengXiang Zhai |

Proceedings of the Second Workshop on Data Science with Human in the Loop: Language Advances DaSH NAACL

Eduard Dragut | Yunyao Li | Lucian Popa | Slobodan Vucetic |

Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Findings

Pavan Kapanipathi | Ibrahim Abdelaziz | Srinivas Ravishankar | Salim Roukos | Alexander Gray | Ramón Fernandez Astudillo | Maria Chang | Cristina Cornelio | Saswati Dana | Achille Fokoue | Dinesh Garg | Alfio Gliozzo | Sairam Gurajada | Hima Karanam | Naweed Khan | Dinesh Khandelwal | Young-Suk Lee | Yunyao Li | Francois Luus | Ndivhuwo Makondo | Nandana Mihindukulasooriya | Tahira Naseem | Sumit Neelam | Lucian Popa | Revanth Gangi Reddy | Ryan Riegel | Gaetano Rossiello | Udit Sharma | G P Shrivatsa Bhargav | Mo Yu |

LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking ACL IJCNLP

Hang Jiang | Sairam Gurajada | Qiuhao Lu | Sumit Neelam | Lucian Popa | Prithviraj Sen | Yunyao Li | Alexander Gray |

Learning Structured Representations of Entity Names using ActiveLearning and Weak Supervision EMNLP

Kun Qian | Poornima Chozhiyath Raman | Yunyao Li | Lucian Popa |

Low-resource Deep Entity Resolution with Transfer and Active Learning ACL

Jungo Kasai | Kun Qian | Sairam Gurajada | Yunyao Li | Lucian Popa |