SciRepEval: A Multi-Format Benchmark for Scientific Document Representations EMNLP

Amanpreet Singh | Mike D’Arcy | Arman Cohan | Doug Downey | Sergey Feldman |

S2abEL: A Dataset for Entity Linking from Scientific Tables EMNLP

Yuze Lou | Bailey Kuehl | Erin Bransom | Sergey Feldman | Aakanksha Naik | Doug Downey |

ABNIRML: Analyzing the Behavior of Neural IR Models TACL

Sean MacAvaney | Sergey Feldman | Nazli Goharian | Doug Downey | Arman Cohan |

Literature-Augmented Clinical Outcome Prediction Findings NAACL

Aakanksha Naik | Sravanthi Parasa | Sergey Feldman | Lucy Wang | Tom Hope |

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

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

Content-Based Citation Recommendation NAACL

Chandra Bhagavatula | Sergey Feldman | Russell Power | 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 |

Classifying Factored Genres with Part-of-Speech Histograms NAACL

Sergey Feldman | Marius Marin | Julie Medero | Mari Ostendorf |