Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic
benchmarking

Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking

30 November 2021

Kyle Richardson

Aviad Sar-Shalom

Papers citing "Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking"

11 / 11 papers shown

Title
CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks Mete Ismayilzada Debjit Paul Syrielle Montariol Mor Geva Antoine Bosselut LRM 12 4 0 23 Oct 2023
Explainable Verbal Reasoner Plus (EVR+): A Natural Language Reasoning Framework that Supports Diverse Compositional Reasoning Zhengzhong Liang Zeyu Zhang Steven Bethard Mihai Surdeanu ReLM LRM 13 1 0 28 Apr 2023
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs Kyle Richardson Ronen Tamari Oren Sultan Reut Tsarfaty Dafna Shahaf Ashish Sabharwal KELM 13 7 0 15 Nov 2022
What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment Matthew Finlayson Kyle Richardson Ashish Sabharwal Peter Clark 16 12 0 19 Apr 2022
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability Kyle Richardson Ashish Sabharwal ReLM LRM 17 24 0 16 Dec 2021
ReaSCAN: Compositional Reasoning in Language Grounding Zhengxuan Wu Elisa Kreiss Desmond C. Ong Christopher Potts CoGe LRM 21 22 0 18 Sep 2021
PonderNet: Learning to Ponder Andrea Banino Jan Balaguer Charles Blundell PINN AIMat 92 80 0 12 Jul 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 219 76 0 30 Dec 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 52 64 0 04 May 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018
Simpler Context-Dependent Logical Forms via Model Projections R. Long Panupong Pasupat Percy Liang 196 102 0 16 Jun 2016