Linguistically-Informed Self-Attention for Semantic Role Labeling

23 April 2018

Papers citing "Linguistically-Informed Self-Attention for Semantic Role Labeling"

50 / 79 papers shown

Title
Sneaking Syntax into Transformer Language Models with Tree Regularization Ananjan Nandi Christopher D. Manning Shikhar Murty 74 0 0 28 Nov 2024
Punctuation Restoration Improves Structure Understanding Without Supervision Junghyun Min Minho Lee Woochul Lee Yeonsoo Lee 62 1 0 13 Feb 2024
Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings Yichen Jiang Xiang Zhou Mohit Bansal 35 1 0 09 Feb 2024
Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation Wei Liu Michael Strube 27 15 0 10 Jun 2023
Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures Simone Conia Edoardo Barba Alessandro Sciré Roberto Navigli 23 7 0 02 Dec 2022
GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement Zhi-Qi Cheng Qianwen Dai Siyao Li Teruko Mitamura Alexander G. Hauptmann 16 34 0 18 Aug 2022
Transition-based Semantic Role Labeling with Pointer Networks Daniel Fernández-González 21 5 0 20 May 2022
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection Xin Huang A. Khetan Rene Bidart Zohar Karnin 19 14 0 27 Mar 2022
Local-Global Context Aware Transformer for Language-Guided Video Segmentation Chen Liang Wenguan Wang Tianfei Zhou Jiaxu Miao Yawei Luo Yi Yang VOS 29 74 0 18 Mar 2022
The Ecological Footprint of Neural Machine Translation Systems D. Shterionov Eva Vanmassenhove 40 3 0 04 Feb 2022
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling Jakob Prange Nathan Schneider Lingpeng Kong 22 10 0 15 Dec 2021
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph Liyan Xu Xuchao Zhang Bo Zong Yanchi Liu Wei Cheng Jingchao Ni Haifeng Chen Liang Zhao Jinho Choi 45 4 0 01 Dec 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing Jiawei Zhou Tahira Naseem Ramón Fernández Astudillo Young-Suk Lee Radu Florian Salim Roukos 38 43 0 29 Oct 2021
Discontinuous Grammar as a Foreign Language Daniel Fernández-González Carlos Gómez-Rodríguez 50 9 0 20 Oct 2021
Semantics-aware Attention Improves Neural Machine Translation Aviv Slobodkin Leshem Choshen Omri Abend 38 11 0 13 Oct 2021
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments Yu Zhang Qingrong Xia Shilin Zhou Yong-jia Jiang Guohong Fu Min Zhang 43 27 0 13 Oct 2021
An MRC Framework for Semantic Role Labeling Nan Wang Jiwei Li Yuxian Meng Xiaofei Sun Han Qiu Ziyao Wang Guoyin Wang Jun He 41 7 0 14 Sep 2021
Combining Transformers with Natural Language Explanations Federico Ruggeri Marco Lippi Paolo Torroni 25 1 0 02 Sep 2021
Not All Linearizations Are Equally Data-Hungry in Sequence Labeling Parsing Alberto Muñoz-Ortiz Michalina Strzyz David Vilares 27 9 0 17 Aug 2021
Structural Guidance for Transformer Language Models Peng Qian Tahira Naseem R. Levy Ramón Fernández Astudillo 47 31 0 30 Jul 2021
Serialized Multi-Layer Multi-Head Attention for Neural Speaker Embedding Hongning Zhu Kong Aik Lee Haizhou Li 33 15 0 14 Jul 2021
Link Prediction on N-ary Relational Facts: A Graph-based Approach Quan Wang Haifeng Wang Yajuan Lyu Yong Zhu 24 46 0 18 May 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees Jiangang Bai Yujing Wang Yiren Chen Yaming Yang Jing Bai Jiahao Yu Yunhai Tong 45 104 0 07 Mar 2021
Improving Portuguese Semantic Role Labeling with Transformers and Transfer Learning S. Oliveira Daniel Loureiro A. Jorge 29 6 0 04 Jan 2021
End-to-end Semantic Role Labeling with Neural Transition-based Model Hao Fei Meishan Zhang Bobo Li Donghong Ji OffRL 19 36 0 02 Jan 2021
Improving BERT with Syntax-aware Local Attention Zhongli Li Qingyu Zhou Chao Li Ke Xu Yunbo Cao 61 44 0 30 Dec 2020
Multi-Head Self-Attention with Role-Guided Masks Dongsheng Wang Casper Hansen Lucas Chaves Lima Christian B. Hansen Maria Maistro J. Simonsen Christina Lioma 26 1 0 22 Dec 2020
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling Jixuan Wang Kai Wei Martin H. Radfar Weiwei Zhang Clement Chung 23 35 0 21 Dec 2020
Infusing Finetuning with Semantic Dependencies Zhaofeng Wu Hao Peng Noah A. Smith 25 37 0 10 Dec 2020
Encoding Syntactic Constituency Paths for Frame-Semantic Parsing with Graph Convolutional Networks E. Bastianelli Andrea Vanzo Oliver Lemon 21 6 0 26 Nov 2020
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling Ishan Jindal Yunyao Li Siddhartha Brahma Huaiyu Zhu 22 2 0 09 Nov 2020
Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures N. Moosavi M. Boer Prasetya Ajie Utama Iryna Gurevych 27 13 0 23 Oct 2020
Semantic Role Labeling as Syntactic Dependency Parsing Tianze Shi Igor Malioutov Ozan Irsoy 25 16 0 21 Oct 2020
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? Jasmijn Bastings Katja Filippova XAI LRM 54 174 0 12 Oct 2020
High-order Semantic Role Labeling Z. Li Hai Zhao Rui-cang Wang Kevin Parnow 18 29 0 09 Oct 2020
Resource-Enhanced Neural Model for Event Argument Extraction Jie Ma Shuai Wang Rishita Anubhai Miguel Ballesteros Yaser Al-Onaizan 14 39 0 06 Oct 2020
On the Sub-Layer Functionalities of Transformer Decoder Yilin Yang Longyue Wang Shuming Shi Prasad Tadepalli Stefan Lee Zhaopeng Tu 26 27 0 06 Oct 2020
Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols Andrew Head Kyle Lo Dongyeop Kang Raymond Fok Sam Skjonsberg Daniel S. Weld Marti A. Hearst 34 89 0 29 Sep 2020
High-order Refining for End-to-end Chinese Semantic Role Labeling Hao Fei Yafeng Ren Donghong Ji 19 6 0 15 Sep 2020
Cross-lingual Semantic Role Labeling with Model Transfer Hao Fei Meishan Zhang Fei Li Donghong Ji 26 33 0 24 Aug 2020
On the Computational Power of Transformers and its Implications in Sequence Modeling S. Bhattamishra Arkil Patel Navin Goyal 33 65 0 16 Jun 2020
Syntactic Structure Distillation Pretraining For Bidirectional Encoders A. Kuncoro Lingpeng Kong Daniel Fried Dani Yogatama Laura Rimell Chris Dyer Phil Blunsom 31 33 0 27 May 2020
schuBERT: Optimizing Elements of BERT A. Khetan Zohar Karnin 28 30 0 09 May 2020
How Does Selective Mechanism Improve Self-Attention Networks? Xinwei Geng Longyue Wang Xing Wang Bing Qin Ting Liu Zhaopeng Tu AAML 39 35 0 03 May 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 216 0 02 Mar 2020
Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation Alessandro Raganato Yves Scherrer Jörg Tiedemann 32 92 0 24 Feb 2020
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling Qingrong Xia Zhenghua Li Min Zhang 28 17 0 12 Nov 2019
Attending to Entities for Better Text Understanding Pengxiang Cheng K. Erk LRM 24 37 0 11 Nov 2019
Rethinking Self-Attention: Towards Interpretability in Neural Parsing Khalil Mrini Franck Dernoncourt Quan Tran Trung Bui W. Chang Ndapandula Nakashole MILM LRM 15 29 0 10 Nov 2019
Generalizing Natural Language Analysis through Span-relation Representations Zhengbao Jiang Wenyuan Xu Jun Araki Graham Neubig 30 60 0 10 Nov 2019