Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling

15 December 2021

Lingpeng Kong

Papers citing "Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling"

21 / 21 papers shown

Title
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 77 8 0 09 May 2024
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale Laurent Sartran Samuel Barrett A. Kuncoro Milovs Stanojević Phil Blunsom Chris Dyer 64 50 0 01 Mar 2022
Semantics-aware Attention Improves Neural Machine Translation Aviv Slobodkin Leshem Choshen Omri Abend 45 11 0 13 Oct 2021
Structural Guidance for Transformer Language Models Peng Qian Tahira Naseem R. Levy Ramón Fernández Astudillo 86 31 0 30 Jul 2021
Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? William Merrill Yoav Goldberg Roy Schwartz Noah A. Smith 67 68 0 22 Apr 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees Jiangang Bai Yujing Wang Yiren Chen Yaming Yang Jing Bai Jiahao Yu Yunhai Tong 66 104 0 07 Mar 2021
Infusing Finetuning with Semantic Dependencies Zhaofeng Wu Hao Peng Noah A. Smith 45 37 0 10 Dec 2020
Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics Daniel Hershcovich Nathan Schneider Dotan Dvir Jakob Prange Miryam de Lhoneux Omri Abend 33 8 0 02 Nov 2020
Strongly Incremental Constituency Parsing with Graph Neural Networks Kaiyu Yang Jia Deng 47 35 0 27 Oct 2020
Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection Joakim Nivre M. Marneffe Filip Ginter Jan Hajivc Christopher D. Manning S. Pyysalo Sebastian Schuster Francis M. Tyers Daniel Zeman VLM 46 514 0 22 Apr 2020
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 173 858 0 15 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 131 1,471 0 15 May 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 113 730 0 21 Mar 2019
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Songlin Yang Shawn Tan Alessandro Sordoni Aaron Courville 120 324 0 22 Oct 2018
Syntactic Scaffolds for Semantic Structures Swabha Swayamdipta Sam Thomson Kenton Lee Luke Zettlemoyer Chris Dyer Noah A. Smith 61 97 0 30 Aug 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,152 0 20 Apr 2018
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 178 4,812 0 17 Mar 2017
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen Emmanuel Dupoux Yoav Goldberg 101 903 0 04 Nov 2016
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 87 526 0 25 Feb 2016
Dependency Recurrent Neural Language Models for Sentence Completion Piotr Wojciech Mirowski Andreas Vlachos LRM 46 60 0 05 Jul 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 135 3,118 0 28 Feb 2015