Linguistic generalization and compositionality in modern artificial neural networks

30 March 2019

Papers citing "Linguistic generalization and compositionality in modern artificial neural networks"

28 / 28 papers shown

Title
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 49 11 0 31 Dec 2024
Evaluating Morphological Compositional Generalization in Large Language Models Mete Ismayilzada Yuan Chiang Jonne Sälevä Hale Sirin Abdullatif Köksal Bhuwan Dhingra Antoine Bosselut Lonneke van der Plas Duygu Ataman 33 2 0 16 Oct 2024
Geometric Signatures of Compositionality Across a Language Model's Lifetime Jin Hwa Lee Thomas Jiralerspong Lei Yu Yoshua Bengio Emily Cheng CoGe 84 0 0 02 Oct 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 31 6 0 03 Jul 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 73 3 0 24 May 2024
Towards Equipping Transformer with the Ability of Systematic Compositionality Chen Huang Peixin Qin Wenqiang Lei Jiancheng Lv 27 1 0 12 Dec 2023
HICO-DET-SG and V-COCO-SG: New Data Splits for Evaluating the Systematic Generalization Performance of Human-Object Interaction Detection Models Kenta Takemoto Moyuru Yamada Tomotake Sasaki H. Akima 37 0 0 17 May 2023
Correcting Flaws in Common Disentanglement Metrics Louis Mahon Lei Shah Thomas Lukasiewicz CoGe DRL 34 3 0 05 Apr 2023
Joint processing of linguistic properties in brains and language models S. Oota Manish Gupta Mariya Toneva 19 26 0 15 Dec 2022
NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel Hamid Palangi Yejin Choi AAML 39 1 0 08 Nov 2022
The boundaries of meaning: a case study in neural machine translation Yuri Balashov 11 2 0 02 Oct 2022
Subject Verb Agreement Error Patterns in Meaningless Sentences: Humans vs. BERT Karim Lasri Olga Seminck Alessandro Lenci Thierry Poibeau 24 4 0 21 Sep 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective Edoardo Manino Julia Rozanova Danilo S. Carvalho André Freitas Lucas C. Cordeiro 27 7 0 26 Apr 2022
Does BERT really agree ? Fine-grained Analysis of Lexical Dependence on a Syntactic Task Karim Lasri Alessandro Lenci Thierry Poibeau 26 13 0 14 Apr 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
Improving Systematic Generalization Through Modularity and Augmentation Laura Ruis Brenden Lake 43 16 0 22 Feb 2022
Program Transfer for Answering Complex Questions over Knowledge Bases S. Cao Jiaxin Shi Zijun Yao Xin Lv Jifan Yu Lei Hou Juanzi Li Zhiyuan Liu Jinghui Xiao 35 56 0 12 Oct 2021
Target Languages (vs. Inductive Biases) for Learning to Act and Plan Hector Geffner 42 6 0 15 Sep 2021
Predicting emergent linguistic compositions through time: Syntactic frame extension via multimodal chaining Lei Yu Yang Xu 26 8 0 10 Sep 2021
Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN Rahma Chaabouni Roberto Dessì Eugene Kharitonov 24 20 0 03 Jul 2021
SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics Hitomi Yanaka K. Mineshima Kentaro Inui NAI AI4CE 38 11 0 02 Jun 2021
Disentangling Syntax and Semantics in the Brain with Deep Networks Charlotte Caucheteux Alexandre Gramfort J. King 36 69 0 02 Mar 2021
Compositional Generalization by Learning Analytical Expressions Qian Liu Shengnan An Jian-Guang Lou Bei Chen Zeqi Lin Yan Gao Bin Zhou Nanning Zheng Dongmei Zhang CoGe NAI 20 72 0 18 Jun 2020
The Unreasonable Volatility of Neural Machine Translation Models Marzieh Fadaee Christof Monz 22 16 0 25 May 2020
Emergence of Syntax Needs Minimal Supervision Raphaël Bailly Kata Gábor 31 5 0 03 May 2020
Probing the phonetic and phonological knowledge of tones in Mandarin TTS models Jian Zhu 16 8 0 23 Dec 2019
Capacity, Bandwidth, and Compositionality in Emergent Language Learning Cinjon Resnick Abhinav Gupta Jakob N. Foerster Andrew M. Dai Kyunghyun Cho 18 51 0 24 Oct 2019
Building machines that adapt and compute like brains Brenden Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 Nov 2017