Improving Compositional Generalization in Classification Tasks via
Structure Annotations

Improving Compositional Generalization in Classification Tasks via Structure Annotations

19 June 2021

Pradeep Ravikumar

Joshua Ainslie

Santiago Ontañón

Papers citing "Improving Compositional Generalization in Classification Tasks via Structure Annotations"

11 / 11 papers shown

Title
Predicting generalization performance with correctness discriminators Yuekun Yao Alexander Koller 41 0 0 15 Nov 2023
Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments Danial Kamali Parisa Kordjamshidi 36 1 0 07 Nov 2023
Joint Dropout: Improving Generalizability in Low-Resource Neural Machine Translation through Phrase Pair Variables Ali Araabi Vlad Niculae Christof Monz 52 1 0 24 Jul 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 37 2 0 23 May 2023
Learning 6-DoF Fine-grained Grasp Detection Based on Part Affordance Grounding Yaoxian Song Penglei Sun Piaopiao Jin Yi Ren Yu Zheng Zhixu Li Xiaowen Chu Yueying Zhang Tiefeng Li Jason Gu 69 16 0 27 Jan 2023
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs Kyle Richardson Ronen Tamari Oren Sultan Reut Tsarfaty Dafna Shahaf Ashish Sabharwal KELM 21 8 0 15 Nov 2022
Structural generalization is hard for sequence-to-sequence models Yuekun Yao Alexander Koller 30 21 0 24 Oct 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 121 94 0 06 Oct 2022
Compositional Generalization Requires Compositional Parsers Pia Weissenhorn Yuekun Yao L. Donatelli Alexander Koller CoGe 22 3 0 24 Feb 2022
Iterative Decoding for Compositional Generalization in Transformers Luana Ruiz Joshua Ainslie Santiago Ontañón 27 6 0 08 Oct 2021
Making Transformers Solve Compositional Tasks Santiago Ontañón Joshua Ainslie Vaclav Cvicek Zachary Kenneth Fisher 44 70 0 09 Aug 2021