Long Document Summarization in a Low Resource Setting using Pretrained Language Models ACL IJCNLP

Ahsaas Bajaj | Pavitra Dangati | Kalpesh Krishna | Pradhiksha Ashok Kumar | Rheeya Uppaal | Bradford Windsor | Eliot Brenner | Dominic Dotterrer | Rajarshi Das | Andrew McCallum |

Case-based Reasoning for Natural Language Queries over Knowledge Bases EMNLP

Rajarshi Das | Manzil Zaheer | Dung Thai | Ameya Godbole | Ethan Perez | Jay Yoon Lee | Lizhen Tan | Lazaros Polymenakos | Andrew McCallum |

Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP Findings

Rajarshi Das | Ameya Godbole | Nicholas Monath | Manzil Zaheer | Andrew McCallum |

An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text EMNLP Findings

Daivik Swarup | Ahsaas Bajaj | Sheshera Mysore | Tim O’Gorman | Rajarshi Das | Andrew McCallum |

ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning EMNLP

Michael Boratko | Xiang Li | Tim O’Gorman | Rajarshi Das | Dan Le | Andrew McCallum |

Chains-of-Reasoning at TextGraphs 2019 Shared Task: Reasoning over Chains of Facts for Explainable Multi-hop Inference EMNLP WS

Rajarshi Das | Ameya Godbole | Manzil Zaheer | Shehzaad Dhuliawala | Andrew McCallum |

Do Multi-hop Readers Dream of Reasoning Chains? EMNLP WS

Haoyu Wang | Mo Yu | Xiaoxiao Guo | Rajarshi Das | Wenhan Xiong | Tian Gao |

Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering EMNLP WS

Rajarshi Das | Ameya Godbole | Dilip Kavarthapu | Zhiyu Gong | Abhishek Singhal | Mo Yu | Xiaoxiao Guo | Tian Gao | Hamed Zamani | Manzil Zaheer | Andrew McCallum |

Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL

Derek Tam | Nicholas Monath | Ari Kobren | Aaron Traylor | Rajarshi Das | Andrew McCallum |

An Interface for Annotating Science Questions EMNLP

Michael Boratko | Harshit Padigela | Divyendra Mikkilineni | Pritish Yuvraj | Rajarshi Das | Andrew McCallum | Maria Chang | Achille Fokoue | Pavan Kapanipathi | Nicholas Mattei | Ryan Musa | Kartik Talamadupula | Michael Witbrock |

A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset ACL WS

Michael Boratko | Harshit Padigela | Divyendra Mikkilineni | Pritish Yuvraj | Rajarshi Das | Andrew McCallum | Maria Chang | Achille Fokoue-Nkoutche | Pavan Kapanipathi | Nicholas Mattei | Ryan Musa | Kartik Talamadupula | Michael Witbrock |

Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks EACL

Rajarshi Das | Arvind Neelakantan | David Belanger | Andrew McCallum |

Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks ACL

Rajarshi Das | Manzil Zaheer | Siva Reddy | Andrew McCallum |

Incorporating Selectional Preferences in Multi-hop Relation Extraction WS

Rajarshi Das | Arvind Neelakantan | David Belanger | Andrew McCallum |

Gaussian LDA for Topic Models with Word Embeddings ACL IJCNLP

Rajarshi Das | Manzil Zaheer | Chris Dyer |