Probing Linguistic Systematicity

8 May 2020

Papers citing "Probing Linguistic Systematicity"

15 / 15 papers shown

Title
Evaluating Morphological Compositional Generalization in Large Language Models Mete Ismayilzada Defne Çirci Jonne Sälevä Hale Sirin Abdullatif Köksal Bhuwan Dhingra Antoine Bosselut Lonneke van der Plas Duygu Ataman 28 2 0 16 Oct 2024
Can Transformers Reason in Fragments of Natural Language? Viktor Schlegel Kamen V. Pavlov Ian Pratt-Hartmann LRM ReLM 25 7 0 10 Nov 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 114 93 0 06 Oct 2022
Unit Testing for Concepts in Neural Networks Charles Lovering Ellie Pavlick 23 28 0 28 Jul 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective Edoardo Manino Julia Rozanova Danilo S. Carvalho André Freitas Lucas C. Cordeiro 22 7 0 26 Apr 2022
Do Transformers know symbolic rules, and would we know if they did? Tommi Gröndahl Yu-Wen Guo Nirmal Asokan 25 0 0 19 Feb 2022
Frequency Effects on Syntactic Rule Learning in Transformers Jason W. Wei Dan Garrette Tal Linzen Ellie Pavlick 88 62 0 14 Sep 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Prakhar Gupta Yulia Tsvetkov Jeffrey P. Bigham 34 22 0 10 Jun 2021
SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics Hitomi Yanaka K. Mineshima Kentaro Inui NAI AI4CE 32 11 0 02 Jun 2021
Modeling Event Plausibility with Consistent Conceptual Abstraction Ian Porada Kaheer Suleman Adam Trischler Jackie C.K. Cheung 111 19 0 20 Apr 2021
DirectProbe: Studying Representations without Classifiers Yichu Zhou Vivek Srikumar 29 27 0 13 Apr 2021
Discovering the Compositional Structure of Vector Representations with Role Learning Networks Paul Soulos R. Thomas McCoy Tal Linzen P. Smolensky CoGe 29 43 0 21 Oct 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 216 131 0 14 Jul 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 201 1,367 0 06 Jun 2016