Benchmarking Diverse-Modal Entity Linking with Generative Models F i n d i n g s - A C L

Sijia Wang | Alexander Hanbo Li | Henghui Zhu | Sheng Zhang | Pramuditha Perera | Chung-Wei Hang | Jie Ma | William Yang Wang | Zhiguo Wang | Vittorio Castelli | Bing Xiang | Patrick Ng |

Importance of Synthesizing High-quality Data for Text-to-SQL Parsing F i n d i n g s - A C L

Yiqun Hu | Yiyun Zhao | Jiarong Jiang | Wuwei Lan | Henghui Zhu | Anuj Chauhan | Alexander Hanbo Li | Lin Pan | Jun Wang | Chung-Wei Hang | Sheng Zhang | Jiang Guo | Mingwen Dong | Joseph Lilien | Patrick Ng | Zhiguo Wang | Vittorio Castelli | Bing Xiang |

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP

Mujeen Sung | James Gung | Elman Mansimov | Nikolaos Pappas | Raphael Shu | Salvatore Romeo | Yi Zhang | Vittorio Castelli |

Taxonomy Expansion for Named Entity Recognition EMNLP

Karthikeyan K | Yogarshi Vyas | Jie Ma | Giovanni Paolini | Neha John | Shuai Wang | Yassine Benajiba | Vittorio Castelli | Dan Roth | Miguel Ballesteros |

Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge F i n d i n g s - A C L

Xingyu Fu | Sheng Zhang | Gukyeong Kwon | Pramuditha Perera | Henghui Zhu | Yuhao Zhang | Alexander Hanbo Li | William Yang Wang | Zhiguo Wang | Vittorio Castelli | Patrick Ng | Dan Roth | Bing Xiang |

Comparing Biases and the Impact of Multilingual Training across Multiple Languages EMNLP

Sharon Levy | Neha John | Ling Liu | Yogarshi Vyas | Jie Ma | Yoshinari Fujinuma | Miguel Ballesteros | Vittorio Castelli | Dan Roth |

Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL

Alexander Hanbo Li | Mingyue Shang | Evangelia Spiliopoulou | Jie Ma | Patrick Ng | Zhiguo Wang | Bonan Min | William Yang Wang | Kathleen McKeown | Vittorio Castelli | Dan Roth | Bing Xiang |

Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING

Revanth Gangi Reddy | Vikas Yadav | Md Arafat Sultan | Martin Franz | Vittorio Castelli | Heng Ji | Avirup Sil |

The TechQA Dataset ACL

Vittorio Castelli | Rishav Chakravarti | Saswati Dana | Anthony Ferritto | Radu Florian | Martin Franz | Dinesh Garg | Dinesh Khandelwal | Scott McCarley | Michael McCawley | Mohamed Nasr | Lin Pan | Cezar Pendus | John Pitrelli | Saurabh Pujar | Salim Roukos | Andrzej Sakrajda | Avi Sil | Rosario Uceda-Sosa | Todd Ward | Rong Zhang |

On the Importance of Diversity in Question Generation for QA ACL

Md Arafat Sultan | Shubham Chandel | Ramón Fernandez Astudillo | Vittorio Castelli |

Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers COLING

Yousef El-Kurdi | Hiroshi Kanayama | Efsun Sarioglu Kayi | Vittorio Castelli | Todd Ward | Radu Florian |

Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP

Rong Zhang | Revanth Gangi Reddy | Md Arafat Sultan | Vittorio Castelli | Anthony Ferritto | Radu Florian | Efsun Sarioglu Kayi | Salim Roukos | Avi Sil | Todd Ward |

Answer Span Correction in Machine Reading Comprehension EMNLP Findings

Revanth Gangi Reddy | Md Arafat Sultan | Efsun Sarioglu Kayi | Rong Zhang | Vittorio Castelli | Avi Sil |

CFO: A Framework for Building Production NLP Systems EMNLP

Rishav Chakravarti | Cezar Pendus | Andrzej Sakrajda | Anthony Ferritto | Lin Pan | Michael Glass | Vittorio Castelli | J William Murdock | Radu Florian | Salim Roukos | Avi Sil |

Cross-Task Knowledge Transfer for Query-Based Text Summarization EMNLP WS

Elozino Egonmwan | Vittorio Castelli | Md Arafat Sultan |

IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing CoNLL

Hui Wan | Tahira Naseem | Young-Suk Lee | Vittorio Castelli | Miguel Ballesteros |

A Joint Model for Answer Sentence Ranking and Answer Extraction TACL

Md Arafat Sultan | Vittorio Castelli | Radu Florian |

Query-Focused Opinion Summarization for User-Generated Content COLING

Lu Wang | Hema Raghavan | Claire Cardie | Vittorio Castelli |

Finding What Matters in Questions NAACL

Xiaoqiang Luo | Hema Raghavan | Vittorio Castelli | Sameer Maskey | Radu Florian |

A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization ACL

Lu Wang | Hema Raghavan | Vittorio Castelli | Radu Florian | Claire Cardie |

Event Matching Using the Transitive Closure of Dependency Relations ACL

Daniel M. Bikel | Vittorio Castelli |