Structural generalization is hard for sequence-to-sequence models

24 October 2022

Papers citing "Structural generalization is hard for sequence-to-sequence models"

15 / 15 papers shown

Title
Anything Goes? A Crosslinguistic Study of (Im)possible Language Learning in LMs Xiulin Yang Tatsuya Aoyama Yuekun Yao Ethan Wilcox 45 1 0 26 Feb 2025
Analyzing the Inner Workings of Transformers in Compositional Generalization Ryoma Kumon Hitomi Yanaka 64 0 0 24 Feb 2025
Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations Matthias Lindemann Alexander Koller Ivan Titov AI4CE NAI 25 2 0 05 Jul 2024
Scope-enhanced Compositional Semantic Parsing for DRT Xiulin Yang Jonas Groschwitz Alexander Koller Johan Bos 23 0 0 02 Jul 2024
Evaluating Structural Generalization in Neural Machine Translation Ryoma Kumon Daiki Matsuoka Hitomi Yanaka NAI 33 2 0 19 Jun 2024
Towards Compositionally Generalizable Semantic Parsing in Large Language Models: A Survey Amogh Mannekote LRM 33 1 0 15 Apr 2024
Leveraging Code to Improve In-context Learning for Semantic Parsing Ben Bogin Shivanshu Gupta Peter Clark Ashish Sabharwal 24 7 0 16 Nov 2023
Predicting generalization performance with correctness discriminators Yuekun Yao Alexander Koller 27 0 0 15 Nov 2023
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks Kaiser Sun Adina Williams Dieuwke Hupkes CoGe 16 6 0 26 Oct 2023
SLOG: A Structural Generalization Benchmark for Semantic Parsing Bingzhi Li L. Donatelli Alexander Koller Tal Linzen Yuekun Yao Najoung Kim 29 14 0 23 Oct 2023
Layer-wise Representation Fusion for Compositional Generalization Yafang Zheng Lei Lin Shantao Liu Binling Wang Zhaohong Lai Wenhao Rao Biao Fu Yidong Chen Xiaodon Shi AI4CE 32 2 0 20 Jul 2023
Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization Lei Lin Shuangtao Li Yafang Zheng Biao Fu Shantao Liu Yidong Chen Xiaodon Shi CoGe 23 2 0 20 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 32 26 0 15 May 2023
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation Zhengxuan Wu Christopher D. Manning Christopher Potts 27 22 0 24 Mar 2023
Learning Algebraic Recombination for Compositional Generalization Chenyao Liu Shengnan An Zeqi Lin Qian Liu Bei Chen Jian-Guang Lou Lijie Wen Nanning Zheng Dongmei Zhang CoGe 186 36 0 14 Jul 2021