Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies NAACL

Kristina Toutanova | Anna Rumshisky | Luke Zettlemoyer | Dilek Hakkani-Tur | Iz Beltagy | Steven Bethard | Ryan Cotterell | Tanmoy Chakraborty | Yichao Zhou |

Proceedings of the Second Workshop on Scholarly Document Processing NAACL sdp

Iz Beltagy | Arman Cohan | Guy Feigenblat | Dayne Freitag | Tirthankar Ghosal | Keith Hall | Drahomira Herrmannova | Petr Knoth | Kyle Lo | Philipp Mayr | Robert M. Patton | Michal Shmueli-Scheuer | Anita de Waard | Kuansan Wang | Lucy Lu Wang |

A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers NAACL

Pradeep Dasigi | Kyle Lo | Iz Beltagy | Arman Cohan | Noah A. Smith | Matt Gardner |

Beyond Paragraphs: NLP for Long Sequences NAACL

Iz Beltagy | Arman Cohan | Hannaneh Hajishirzi | Sewon Min | Matthew Peters |

CDLM: Cross-Document Language Modeling EMNLP Findings

Avi Caciularu | Arman Cohan | Iz Beltagy | Matthew Peters | Arie Cattan | Ido Dagan |

Overview of the Second Workshop on Scholarly Document Processing NAACL sdp

Iz Beltagy | Arman Cohan | Guy Feigenblat | Dayne Freitag | Tirthankar Ghosal | Keith Hall | Drahomira Herrmannova | Petr Knoth | Kyle Lo | Philipp Mayr | Robert Patton | Michal Shmueli-Scheuer | Anita de Waard | Kuansan Wang | Lucy Wang |

MSˆ2: Multi-Document Summarization of Medical Studies EMNLP

Jay DeYoung | Iz Beltagy | Madeleine van Zuylen | Bailey Kuehl | Lucy Wang |

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ACL

Suchin Gururangan | Ana Marasović | Swabha Swayamdipta | Kyle Lo | Iz Beltagy | Doug Downey | Noah A. Smith |

SciREX: A Challenge Dataset for Document-Level Information Extraction ACL

Sarthak Jain | Madeleine van Zuylen | Hannaneh Hajishirzi | Iz Beltagy |

SPECTER: Document-level Representation Learning using Citation-informed Transformers ACL

Arman Cohan | Sergey Feldman | Iz Beltagy | Doug Downey | Daniel Weld |

SciBERT: A Pretrained Language Model for Scientific Text EMNLP

Iz Beltagy | Kyle Lo | Arman Cohan |

Pretrained Language Models for Sequential Sentence Classification EMNLP

Arman Cohan | Iz Beltagy | Daniel King | Bhavana Dalvi | Dan Weld |

Combining Distant and Direct Supervision for Neural Relation Extraction NAACL

Iz Beltagy | Kyle Lo | Waleed Ammar |

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing ACL WS

Mark Neumann | Daniel King | Iz Beltagy | Waleed Ammar |

Construction of the Literature Graph in Semantic Scholar NAACL

Waleed Ammar | Dirk Groeneveld | Chandra Bhagavatula | Iz Beltagy | Miles Crawford | Doug Downey | Jason Dunkelberger | Ahmed Elgohary | Sergey Feldman | Vu Ha | Rodney Kinney | Sebastian Kohlmeier | Kyle Lo | Tyler Murray | Hsu-Han Ooi | Matthew Peters | Joanna Power | Sam Skjonsberg | Lucy Wang | Chris Wilhelm | Zheng Yuan | Madeleine van Zuylen | Oren Etzioni |