Linguistic generalization and compositionality in modern artificial neural networks

30 March 2019

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

50 / 72 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 12 0 31 Dec 2024
SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication Nguyen Le Hoang T. Taniguchi Fang Tianwei Akira Taniguchi 36 1 0 29 Oct 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 38 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 87 1 0 02 Oct 2024
Generating novel experimental hypotheses from language models: A case study on cross-dative generalization Kanishka Misra Najoung Kim 29 3 0 09 Aug 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 52 6 0 03 Jul 2024
ScanReason: Empowering 3D Visual Grounding with Reasoning Capabilities Chenming Zhu Tai Wang Wenwei Zhang Kai Chen Xihui Liu ReLM LRM 49 17 0 01 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 88 3 0 24 May 2024
Detecting Conceptual Abstraction in LLMs Michaela Regneri Alhassan Abdelhalim Soren Laue 46 1 0 24 Apr 2024
Sequential Compositional Generalization in Multimodal Models Semih Yagcioglu Osman Batur .Ince Aykut Erdem Erkut Erdem Desmond Elliott Deniz Yuret 46 1 0 18 Apr 2024
Towards Understanding the Relationship between In-context Learning and Compositional Generalization Sungjun Han Sebastian Padó CoGe 29 2 0 18 Mar 2024
Towards Equipping Transformer with the Ability of Systematic Compositionality Chen Huang Peixin Qin Wenqiang Lei Jiancheng Lv 35 2 0 12 Dec 2023
Contextualized word senses: from attention to compositionality Pablo Gamallo 21 0 0 01 Dec 2023
This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models Iker García-Ferrero Begoña Altuna J. Álvez Itziar Gonzalez-Dios German Rigau 25 16 0 24 Oct 2023
Efficient Model-Agnostic Multi-Group Equivariant Networks Razan Baltaji Sourya Basu Lav Varshney 37 1 0 14 Oct 2023
Towards More Human-like AI Communication: A Review of Emergent Communication Research Nicolo’ Brandizzi 47 13 0 01 Aug 2023
ETHER: Aligning Emergent Communication for Hindsight Experience Replay Kevin Denamganai Daniel Hernández Ozan Vardal S. Missaoui James Alfred Walker 39 0 0 28 Jul 2023
Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection Farhan Samir Miikka Silfverberg 22 3 0 23 May 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
Semantic Composition in Visually Grounded Language Models Rohan Pandey CoGe 26 1 0 15 May 2023
Visual Referential Games Further the Emergence of Disentangled Representations Kevin Denamganai S. Missaoui James Alfred Walker OCL CoGe 21 4 0 27 Apr 2023
Correcting Flaws in Common Disentanglement Metrics Louis Mahon Lei Shah Thomas Lukasiewicz CoGe DRL 42 3 0 05 Apr 2023
Understanding Natural Language Understanding Systems. A Critical Analysis Alessandro Lenci ELM 34 12 0 01 Mar 2023
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off Yuchen Lian Arianna Bisazza Tessa Verhoef 41 8 0 30 Jan 2023
Large language models can segment narrative events similarly to humans Sebastian Michelmann Manoj Kumar K. A. Norman Mariya Toneva 26 15 0 24 Jan 2023
Joint processing of linguistic properties in brains and language models S. Oota Manish Gupta Mariya Toneva 24 26 0 15 Dec 2022
NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel Hamid Palangi Yejin Choi AAML 47 1 0 08 Nov 2022
The boundaries of meaning: a case study in neural machine translation Yuri Balashov 24 2 0 02 Oct 2022
Emergent Communication: Generalization and Overfitting in Lewis Games Mathieu Rita Corentin Tallec Paul Michel Jean-Bastien Grill Olivier Pietquin Emmanuel Dupoux Florian Strub AI4CE 90 23 0 30 Sep 2022
Subject Verb Agreement Error Patterns in Meaningless Sentences: Humans vs. BERT Karim Lasri Olga Seminck Alessandro Lenci Thierry Poibeau 32 4 0 21 Sep 2022
Meta-Referential Games to Learn Compositional Learning Behaviours Kevin Denamganai S. Missaoui James Alfred Walker 32 1 0 16 Jul 2022
Defending Compositionality in Emergent Languages Michal Auersperger Pavel Pecina 4 8 0 09 Jun 2022
NS3: Neuro-Symbolic Semantic Code Search Shushan Arakelyan Anna Hakhverdyan Miltiadis Allamanis Luis Garcia Christophe Hauser Xiang Ren 89 9 0 21 May 2022
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems P. Smolensky R. Thomas McCoy Roland Fernandez Matthew A. Goldrick Jia-Hao Gao 43 63 0 02 May 2022
On the role of population heterogeneity in emergent communication Mathieu Rita Florian Strub Jean-Bastien Grill Olivier Pietquin Emmanuel Dupoux 25 24 0 27 Apr 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 30 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 28 13 0 14 Apr 2022
Revisiting the Compositional Generalization Abilities of Neural Sequence Models Arkil Patel S. Bhattamishra Phil Blunsom Navin Goyal BDL CoGe 29 32 0 14 Mar 2022
Improving Systematic Generalization Through Modularity and Augmentation Laura Ruis Brenden M. Lake 45 16 0 22 Feb 2022
Grammar-Based Grounded Lexicon Learning Jiayuan Mao Haoyue Shi Jiajun Wu R. Levy J. Tenenbaum NAI 31 14 0 17 Feb 2022
An Application of Pseudo-Log-Likelihoods to Natural Language Scoring Darren Abramson Ali Emami 46 3 0 23 Jan 2022
Long-range and hierarchical language predictions in brains and algorithms Charlotte Caucheteux Alexandre Gramfort J. King 20 22 0 28 Nov 2021
Automated scholarly paper review: Concepts, technologies, and challenges Jialiang Lin Jiaxin Song Zhangping Zhou Yidong Chen X. Shi 32 12 0 15 Nov 2021
Schrödinger's Tree -- On Syntax and Neural Language Models Artur Kulmizev Joakim Nivre 35 6 0 17 Oct 2021
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 32 8 0 10 Sep 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
SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics Hitomi Yanaka K. Mineshima Kentaro Inui NAI AI4CE 38 11 0 02 Jun 2021
Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling R. Kopparti Tillman Weyde 29 0 0 10 Mar 2021