R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling

2 July 2021

Papers citing "R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling"

7 / 7 papers shown

Title
Sneaking Syntax into Transformer Language Models with Tree Regularization Ananjan Nandi Christopher D. Manning Shikhar Murty 80 0 0 28 Nov 2024
Banyan: Improved Representation Learning with Explicit Structure Mattia Opper N. Siddharth 42 1 0 25 Jul 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less Mattia Opper Siddharth Narayanaswamy 44 3 0 02 Apr 2024
Augmenting Transformers with Recursively Composed Multi-grained Representations Xiang Hu Qingyang Zhu Kewei Tu Wei Wu 45 4 0 28 Sep 2023
A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification Xiang Hu Xinyu Kong Kewei Tu MILM BDL 44 5 0 06 Mar 2023
Forming Trees with Treeformers Nilay Patel Jeffrey Flanigan AI4CE 49 3 0 14 Jul 2022
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation Xiang Hu Haitao Mi Liang Li Gerard de Melo 39 14 0 01 Mar 2022