Systematic Generalization with Edge Transformers

1 December 2021

Papers citing "Systematic Generalization with Edge Transformers"

28 / 28 papers shown

Title
How simple can you go? An off-the-shelf transformer approach to molecular dynamics Max Eissler Tim Korjakow Stefan Ganscha Oliver T. Unke Klaus-Robert Müller Stefan Gugler 68 1 0 03 Mar 2025
Analyzing the Inner Workings of Transformers in Compositional Generalization Ryoma Kumon Hitomi Yanaka 74 0 0 24 Feb 2025
Strassen Attention: Unlocking Compositional Abilities in Transformers Based on a New Lower Bound Method Alexander Kozachinskiy Felipe Urrutia Hector Jimenez Tomasz Steifer Germán Pizarro Matías Fuentes Francisco Meza Cristian Buc Cristóbal Rojas 63 1 0 31 Jan 2025
SHAKTI: A 2.5 Billion Parameter Small Language Model Optimized for Edge AI and Low-Resource Environments Syed Abdul Gaffar Shakhadri Kruthika KR Rakshit Aralimatti VLM 25 1 0 15 Oct 2024
Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges Dancheng Liu Jason Yang Ishan Albrecht-Buehler Helen Qin Sophie Li Yuting Hu Amir Nassereldine Jinjun Xiong 33 1 0 07 Oct 2024
Graph Transformers: A Survey Ahsan Shehzad Feng Xia Shagufta Abid Ciyuan Peng Shuo Yu Dongyu Zhang Karin Verspoor AI4CE 39 9 0 13 Jul 2024
MoEUT: Mixture-of-Experts Universal Transformers Róbert Csordás Kazuki Irie Jürgen Schmidhuber Christopher Potts Christopher D. Manning MoE 45 6 0 25 May 2024
Towards Understanding the Relationship between In-context Learning and Compositional Generalization Sungjun Han Sebastian Padó CoGe 29 2 0 18 Mar 2024
Towards Principled Graph Transformers Luis Muller Daniel Kusuma Blai Bonet Christopher Morris 33 3 0 18 Jan 2024
Neural-Logic Human-Object Interaction Detection Liulei Li Jianan Wei Wenguan Wang Yi Yang 48 16 0 16 Nov 2023
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition Guangyue Xu Parisa Kordjamshidi Joyce Chai 27 2 0 02 Nov 2023
Sparse Universal Transformer Shawn Tan Songlin Yang Zhenfang Chen Aaron Courville Chuang Gan MoE 40 12 0 11 Oct 2023
Large Language Models can Learn Rules Zhaocheng Zhu Yuan Xue Xinyun Chen Denny Zhou Jian Tang Dale Schuurmans Hanjun Dai LRM ReLM 41 63 0 10 Oct 2023
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering Amir Rahimi Vanessa D’Amario Moyuru Yamada Kentaro Takemoto Tomotake Sasaki Xavier Boix 41 1 0 15 Sep 2023
A Data Source for Reasoning Embodied Agents Jack Lanchantin Sainbayar Sukhbaatar Gabriel Synnaeve Yuxuan Sun Kavya Srinet Arthur Szlam LM&Ro LRM 30 5 0 14 Sep 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 38 52 0 15 Jul 2023
Systematic Visual Reasoning through Object-Centric Relational Abstraction Taylor Webb S. S. Mondal Jonathan D. Cohen OCL 30 24 0 04 Jun 2023
Smooth, exact rotational symmetrization for deep learning on point clouds Sergey Pozdnyakov Michele Ceriotti 3DPC 42 26 0 30 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
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing Mayank Agarwal Pavan Kapanipathi Subhajit Chaudhury Tahira Naseem Ramón Fernández Astudillo Achille Fokoue Tim Klinger NAI 32 3 0 07 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
Friend Ranking in Online Games via Pre-training Edge Transformers Liang Yao Jiazhen Peng Shenggong Ji Qiang Liu Hongyun Cai Feng He Xu Cheng 26 0 0 20 Feb 2023
Learning Language Representations with Logical Inductive Bias Jianshu Chen NAI AI4CE LRM 39 2 0 19 Feb 2023
Uncontrolled Lexical Exposure Leads to Overestimation of Compositional Generalization in Pretrained Models Najoung Kim Tal Linzen P. Smolensky 34 31 0 21 Dec 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 43 1 0 22 Nov 2022
Embeddings as Epistemic States: Limitations on the Use of Pooling Operators for Accumulating Knowledge Steven Schockaert FAtt 19 5 0 11 Oct 2022
A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics Qing Li Siyuan Huang Yining Hong Yixin Zhu Ying Nian Wu Song-Chun Zhu AIMat 19 6 0 02 Mar 2021
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 213 1,656 0 16 Mar 2020