Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
ABNIRML: Analyzing the Behavior of Neural IR Models

Nov 02, 2020
Sean MacAvaney, Sergey Feldman, Nazli Goharian, Doug Downey, Arman Cohan


  Access Paper or Ask Questions

High-Precision Extraction of Emerging Concepts from Scientific Literature

Jun 11, 2020
Daniel King, Doug Downey, Daniel S. Weld

* Accepted to SIGIR 2020 

  Access Paper or Ask Questions

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

May 20, 2020
Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, Daniel S. Weld

* ACL 2020 

  Access Paper or Ask Questions

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

May 05, 2020
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, Noah A. Smith

* ACL 2020 

  Access Paper or Ask Questions

Stolen Probability: A Structural Weakness of Neural Language Models

May 05, 2020
David Demeter, Gregory Kimmel, Doug Downey

* Preprint of paper accepted for ACL-2020 

  Access Paper or Ask Questions

G-DAUG: Generative Data Augmentation for Commonsense Reasoning

Apr 24, 2020
Yiben Yang, Chaitanya Malaviya, Jared Fernandez, Swabha Swayamdipta, Ronan Le Bras, Ji-Ping Wang, Chandra Bhagavatula, Yejin Choi, Doug Downey


  Access Paper or Ask Questions

Document-level Representation Learning using Citation-informed Transformers

Apr 15, 2020
Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, Daniel S. Weld

* ACL 2020 

  Access Paper or Ask Questions

Explanation-Based Tuning of Opaque Machine Learners with Application to Paper Recommendation

Mar 09, 2020
Benjamin Charles Germain Lee, Kyle Lo, Doug Downey, Daniel S. Weld

* 9 pages, 4 figures 

  Access Paper or Ask Questions

Just Add Functions: A Neural-Symbolic Language Model

Dec 11, 2019
David Demeter, Doug Downey

* Preprint of paper accepted for AAAI-2020 

  Access Paper or Ask Questions

Multi-sense Definition Modeling using Word Sense Decompositions

Sep 19, 2019
Ruimin Zhu, Thanapon Noraset, Alisa Liu, Wenxin Jiang, Doug Downey


  Access Paper or Ask Questions

Abductive Commonsense Reasoning

Aug 15, 2019
Chandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, Keisuke Sakaguchi, Ari Holtzman, Hannah Rashkin, Doug Downey, Scott Wen-tau Yih, Yejin Choi

* Pre-print 

  Access Paper or Ask Questions

CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense

Apr 12, 2019
Michael Chen, Mike D'Arcy, Alisa Liu, Jared Fernandez, Doug Downey

* 7 pages, To appear in RepEval 2019 

  Access Paper or Ask Questions

A new evaluation framework for topic modeling algorithms based on synthetic corpora

Jan 28, 2019
Hanyu Shi, Martin Gerlach, Isabel Diersen, Doug Downey, Luis A. N. Amaral

* accepted for AISTATS 2019; code available at https://github.com/amarallab/synthetic_benchmark_topic_model; Main text (11 pages, 5 figures) and Supplementary Material (14 pages, 11 figures) 

  Access Paper or Ask Questions

Construction of the Literature Graph in Semantic Scholar

May 06, 2018
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 Lu Wang, Chris Wilhelm, Zheng Yuan, Madeleine van Zuylen, Oren Etzioni

* To appear in NAACL 2018 industry track 

  Access Paper or Ask Questions

Definition Modeling: Learning to define word embeddings in natural language

Dec 01, 2016
Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey

* To appear in AAAI Conference 2017 

  Access Paper or Ask Questions