Unobserved Local Structures Make Compositional Generalization Hard

Unobserved Local Structures Make Compositional Generalization Hard

15 January 2022

Shivanshu Gupta

Jonathan Berant

Papers citing "Unobserved Local Structures Make Compositional Generalization Hard"

11 / 11 papers shown

Title
Learning to Substitute Spans towards Improving Compositional Generalization Zhaoyi Li Ying Wei Defu Lian 10 9 0 05 Jun 2023
Faith and Fate: Limits of Transformers on Compositionality Nouha Dziri Ximing Lu Melanie Sclar Xiang Lorraine Li Liwei Jian ... Sean Welleck Xiang Ren Allyson Ettinger Zaïd Harchaoui Yejin Choi ReLM LRM 30 328 0 29 May 2023
What's the Meaning of Superhuman Performance in Today's NLU? Simone Tedeschi Johan Bos T. Declerck Jan Hajic Daniel Hershcovich ... Simon Krek Steven Schockaert Rico Sennrich Ekaterina Shutova Roberto Navigli ELM LM&MA VLM ReLM LRM 34 26 0 15 May 2023
How Do In-Context Examples Affect Compositional Generalization? Shengnan An Zeqi Lin Qiang Fu B. Chen Nanning Zheng Jian-Guang Lou Dongmei Zhang 34 49 0 08 May 2023
Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality Verna Dankers Ivan Titov 28 2 0 31 Jan 2023
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 31 52 0 19 Dec 2022
Structural generalization is hard for sequence-to-sequence models Yuekun Yao Alexander Koller 24 21 0 24 Oct 2022
CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations Róbert Csordás Kazuki Irie Jürgen Schmidhuber NAI 19 11 0 12 Oct 2022
Benchmarking Compositionality with Formal Languages Josef Valvoda Naomi Saphra Jonathan Rawski Adina Williams Ryan Cotterell NAI CoGe 22 8 0 17 Aug 2022
COVR: A test-bed for Visually Grounded Compositional Generalization with real images Ben Bogin Shivanshu Gupta Matt Gardner Jonathan Berant CoGe 34 29 0 22 Sep 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization Yinuo Guo Hualei Zhu Zeqi Lin Bei Chen Jian-Guang Lou Dongmei Zhang BDL 182 26 0 08 Dec 2020