Learning compositionally through attentive guidance

Learning compositionally through attentive guidance

20 May 2018

Germán Kruszewski

Papers citing "Learning compositionally through attentive guidance"

12 / 12 papers shown

Title
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks Rahul Ramesh Ekdeep Singh Lubana Mikail Khona Robert P. Dick Hidenori Tanaka CoGe 39 7 0 21 Nov 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 48 2 0 20 Jul 2023
Self-Organising Neural Discrete Representation Learning à la Kohonen Kazuki Irie Róbert Csordás Jürgen Schmidhuber SSL 32 1 0 15 Feb 2023
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
The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization Róbert Csordás Kazuki Irie Jürgen Schmidhuber AI4CE 33 54 0 14 Oct 2021
Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN Rahma Chaabouni Roberto Dessì Eugene Kharitonov 35 20 0 03 Jul 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets Marco Damonte Emilio Monti AIMat 38 6 0 08 Jun 2021
Location Attention for Extrapolation to Longer Sequences Yann Dubois Gautier Dagan Dieuwke Hupkes Elia Bruni 23 40 0 10 Nov 2019
On the Realization of Compositionality in Neural Networks Joris Baan Jana Leible Mitja Nikolaus David Rau Dennis Ulmer Tim Baumgärtner Dieuwke Hupkes Elia Bruni CoGe 21 16 0 04 Jun 2019
Transcoding compositionally: using attention to find more generalizable solutions K. Korrel Dieuwke Hupkes Verna Dankers Elia Bruni 30 31 0 04 Jun 2019
The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models Noah Weber L. Shekhar Niranjan Balasubramanian 102 30 0 03 May 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015