Lexicon Learning for Few-Shot Neural Sequence Modeling

7 June 2021

Papers citing "Lexicon Learning for Few-Shot Neural Sequence Modeling"

11 / 11 papers shown

Title
Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings Yichen Jiang Xiang Zhou Mohit Bansal 35 1 0 09 Feb 2024
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 43 2 0 20 Jul 2023
Learning to Substitute Spans towards Improving Compositional Generalization Zhaoyi Li Ying Wei Defu Lian 13 9 0 05 Jun 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 25 2 0 20 May 2023
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation Zhengxuan Wu Christopher D. Manning Christopher Potts 32 22 0 24 Mar 2023
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 116 93 0 06 Oct 2022
Equivariant Transduction through Invariant Alignment Jennifer C. White Ryan Cotterell 19 4 0 22 Sep 2022
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation Xinyi Wang Sebastian Ruder Graham Neubig 36 60 0 17 Mar 2022
Revisiting the Compositional Generalization Abilities of Neural Sequence Models Arkil Patel S. Bhattamishra Phil Blunsom Navin Goyal BDL CoGe 26 32 0 14 Mar 2022
Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation Zoey Liu Emily Tucker Prudhommeaux 43 4 0 05 Jan 2022