NLPExplorer

Kyle Lo

Number of Papers:- 37

Number of Citations:- 2

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

NAACL

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COLING

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EMNLP

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sdp

Findings

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TACL

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WS

ACL

EACL

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IJCNLP

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Co-Authors:-

Abhilasha Ravichander

Amanpreet Singh

Similar Authors:-

Stanley Jungkyu Choi

When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets F i n d i n g s - E A C L

Orion Weller | Kyle Lo | David Wadden | Dawn Lawrie | Benjamin Van Durme | Arman Cohan | Luca Soldaini |

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ACL

Jan Trienes | Sebastian Joseph | Jörg Schlötterer | Christin Seifert | Kyle Lo | Wei Xu | Byron Wallace | Junyi Jessy Li |

KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions F i n d i n g s - A C L

Fangyuan Xu | Kyle Lo | Luca Soldaini | Bailey Kuehl | Eunsol Choi | David Wadden |

OLMo: Accelerating the Science of Language Models ACL

Dirk Groeneveld | Iz Beltagy | Evan Walsh | Akshita Bhagia | Rodney Kinney | Oyvind Tafjord | Ananya Jha | Hamish Ivison | Ian Magnusson | Yizhong Wang | Shane Arora | David Atkinson | Russell Authur | Khyathi Chandu | Arman Cohan | Jennifer Dumas | Yanai Elazar | Yuling Gu | Jack Hessel | Tushar Khot | William Merrill | Jacob Morrison | Niklas Muennighoff | Aakanksha Naik | Crystal Nam | Matthew Peters | Valentina Pyatkin | Abhilasha Ravichander | Dustin Schwenk | Saurabh Shah | William Smith | Emma Strubell | Nishant Subramani | Mitchell Wortsman | Pradeep Dasigi | Nathan Lambert | Kyle Richardson | Luke Zettlemoyer | Jesse Dodge | Kyle Lo | Luca Soldaini | Noah Smith | Hannaneh Hajishirzi |

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ACL

Luca Soldaini | Rodney Kinney | Akshita Bhagia | Dustin Schwenk | David Atkinson | Russell Authur | Ben Bogin | Khyathi Chandu | Jennifer Dumas | Yanai Elazar | Valentin Hofmann | Ananya Jha | Sachin Kumar | Li Lucy | Xinxi Lyu | Nathan Lambert | Ian Magnusson | Jacob Morrison | Niklas Muennighoff | Aakanksha Naik | Crystal Nam | Matthew Peters | Abhilasha Ravichander | Kyle Richardson | Zejiang Shen | Emma Strubell | Nishant Subramani | Oyvind Tafjord | Evan Walsh | Luke Zettlemoyer | Noah Smith | Hannaneh Hajishirzi | Iz Beltagy | Dirk Groeneveld | Jesse Dodge | Kyle Lo |

ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP

Benjamin Newman | Yoonjoo Lee | Aakanksha Naik | Pao Siangliulue | Raymond Fok | Juho Kim | Daniel S Weld | Joseph Chee Chang | Kyle Lo |

MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula F i n d i n g s - E M N L P

Li Lucy | Tal August | Rose E Wang | Luca Soldaini | Courtney Allison | Kyle Lo |

One Thousand and One Pairs: A “novel” challenge for long-context language models EMNLP

Marzena Karpinska | Katherine Thai | Kyle Lo | Tanya Goyal | Mohit Iyyer |

LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization EACL

Kalpesh Krishna | Erin Bransom | Bailey Kuehl | Mohit Iyyer | Pradeep Dasigi | Arman Cohan | Kyle Lo |

A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents EMNLP

Benjamin Newman | Luca Soldaini | Raymond Fok | Arman Cohan | Kyle Lo |

Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents F i n d i n g s - A C L

Catherine Chen | Zejiang Shen | Dan Klein | Gabriel Stanovsky | Doug Downey | Kyle Lo |

Decomposing Complex Queries for Tip-of-the-tongue Retrieval F i n d i n g s - E M N L P

Kevin Lin | Kyle Lo | Joseph Gonzalez | Dan Klein |

Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval F i n d i n g s - E M N L P

John Giorgi | Luca Soldaini | Bo Wang | Gary Bader | Kyle Lo | Lucy Wang | Arman Cohan |

PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents EMNLP

Kyle Lo | Zejiang Shen | Benjamin Newman | Joseph Chang | Russell Authur | Erin Bransom | Stefan Candra | Yoganand Chandrasekhar | Regan Huff | Bailey Kuehl | Amanpreet Singh | Chris Wilhelm | Angele Zamarron | Marti A. Hearst | Daniel Weld | Doug Downey | Luca Soldaini |

Generating Scientific Claims for Zero-Shot Scientific Fact Checking ACL

Dustin Wright | David Wadden | Kyle Lo | Bailey Kuehl | Arman Cohan | Isabelle Augenstein | Lucy Wang |

VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups TACL

Zejiang Shen | Kyle Lo | Lucy Lu Wang | Bailey Kuehl | Daniel S. Weld | Doug Downey |

MultiVerS: Improving scientific claim verification with weak supervision and full-document context Findings NAACL

David Wadden | Kyle Lo | Lucy Wang | Arman Cohan | Iz Beltagy | Hannaneh Hajishirzi |

MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL

Anne Lauscher | Brandon Ko | Bailey Kuehl | Sophie Johnson | Arman Cohan | David Jurgens | Kyle Lo |

Overview of the Third Workshop on Scholarly Document Processing COLING WS sdp

Arman Cohan | Guy Feigenblat | Dayne Freitag | Tirthankar Ghosal | Drahomira Herrmannova | Petr Knoth | Kyle Lo | Philipp Mayr | Michal Shmueli-Scheuer | Anita de Waard | Lucy Lu Wang |

Proceedings of the Third Workshop on Scholarly Document Processing COLING WS sdp

Arman Cohan | Guy Feigenblat | Dayne Freitag | Tirthankar Ghosal | Drahomira Herrmannova | Petr Knoth | Kyle Lo | Philipp Mayr | Michal Shmueli-Scheuer | Anita de Waard | Lucy Lu Wang |

ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts EMNLP

Sonia Murthy | Kyle Lo | Daniel King | Chandra Bhagavatula | Bailey Kuehl | Sophie Johnson | Jonathan Borchardt | Daniel Weld | Tom Hope | Doug Downey |

SciFact-Open: Towards open-domain scientific claim verification F i n d i n g s - E M N L P

David Wadden | Kyle Lo | Bailey Kuehl | Arman Cohan | Iz Beltagy | Lucy Lu Wang | Hannaneh Hajishirzi |

Discourse Understanding and Factual Consistency in Abstractive Summarization EACL

Saadia Gabriel | Antoine Bosselut | Jeff Da | Ari Holtzman | Jan Buys | Kyle Lo | Asli Celikyilmaz | Yejin Choi |

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 |

Overview and Insights from the SCIVER shared task on Scientific Claim Verification NAACL sdp

David Wadden | Kyle Lo |

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 |

Explaining Relationships Between Scientific Documents ACL IJCNLP

Kelvin Luu | Xinyi Wu | Rik Koncel-Kedziorski | Kyle Lo | Isabel Cachola | Noah A. Smith |

S2ORC: The Semantic Scholar Open Research Corpus ACL

Kyle Lo | Lucy Lu Wang | Mark Neumann | Rodney Kinney | Daniel Weld |

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 |

TLDR: Extreme Summarization of Scientific Documents EMNLP Findings

Isabel Cachola | Kyle Lo | Arman Cohan | Daniel Weld |

Fact or Fiction: Verifying Scientific Claims EMNLP

David Wadden | Shanchuan Lin | Kyle Lo | Lucy Lu Wang | Madeleine van Zuylen | Arman Cohan | Hannaneh Hajishirzi |

Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions EMNLP sdp

Dongyeop Kang | Andrew Head | Risham Sidhu | Kyle Lo | Daniel Weld | Marti A. Hearst |

SciBERT: A Pretrained Language Model for Scientific Text EMNLP

Iz Beltagy | Kyle Lo | Arman Cohan |

Combining Distant and Direct Supervision for Neural Relation Extraction NAACL

Iz Beltagy | Kyle Lo | 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 |

Ontology alignment in the biomedical domain using entity definitions and context ACL WS

Lucy Wang | Chandra Bhagavatula | Mark Neumann | Kyle Lo | Chris Wilhelm | Waleed Ammar |

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