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Linguistically-Informed Self-Attention for Semantic Role Labeling

https://doi.org/10.18653/v1/d18-1548
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Attention Is All You Need

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Dependency or Span, End-to-End Uniform Semantic Role Labeling
inferred← citeshttps://doi.org/10.1609/aaai.v33i01.33017176openalex-snapshot
A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation
inferred← citeshttps://doi.org/10.1609/aaai.v33i01.33017305openalex-snapshot
Syntax-Aware Neural Semantic Role Labeling
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6254openalex-snapshot
Attending to Entities for Better Text Understanding
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6299openalex-snapshot
Knowledge-Graph Augmented Word Representations for Named Entity Recognition
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6304openalex-snapshot
Leveraging Multi-Token Entities in Document-Level Named Entity Recognition
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6321openalex-snapshot
Top-Down RST Parsing Utilizing Granularity Levels in Documents
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6334openalex-snapshot
Neuron Interaction Based Representation Composition for Neural Machine Translation
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6382openalex-snapshot
Associating Natural Language Comment and Source Code Entities
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6418openalex-snapshot
Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6429openalex-snapshot
Generating Diverse Translation by Manipulating Multi-Head Attention
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6445openalex-snapshot
Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6511openalex-snapshot
SG-Net: Syntax-Guided Machine Reading Comprehension
inferred← citeshttps://doi.org/10.1609/aaai.v34i09.7123openalex-snapshot
Energy and Policy Considerations for Modern Deep Learning Research
inferred← citeshttps://doi.org/10.1609/aaai.v35i14.17484openalex-snapshot
Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards
inferred← citeshttps://doi.org/10.1609/aaai.v35i14.17514openalex-snapshot
Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware Syntax
inferred← citeshttps://doi.org/10.1609/aaai.v35i14.17515openalex-snapshot
End-to-end Semantic Role Labeling with Neural Transition-based Model
inferred← citeshttps://doi.org/10.1609/aaai.v35i16.17642openalex-snapshot
Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling
inferred← citeshttps://doi.org/10.1609/aaai.v35i9.17009openalex-snapshot
Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network
inferred← citeshttps://doi.org/10.1609/aaai.v36i10.21328openalex-snapshot
Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference
inferred← citeshttps://doi.org/10.1609/aaai.v36i10.21407openalex-snapshot
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph
inferred← citeshttps://doi.org/10.17771/pucrio.acad.42944openalex-snapshot
ANOTAÇÃO PROFUNDA DE PAPÉIS SEMÂNTICOS PARA O PORTUGUÊS
inferred← citeshttps://doi.org/10.18293/seke2023-200openalex-snapshot
KLAPrompt: Infusing Semantic Knowledge into Pre-trained Language Models by Long-answer Prompt Learning
inferred← citeshttps://doi.org/10.18653/v1/2020.aacl-main.13openalex-snapshot
High-order Refining for End-to-end Chinese Semantic Role Labeling
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.119openalex-snapshot
AMR Parsing via Graph-Sequence Iterative Inference
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.147openalex-snapshot
Enhancing Machine Translation with Dependency-Aware Self-Attention
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.192openalex-snapshot
Generalizing Natural Language Analysis through Span-relation Representations
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.250openalex-snapshot
schuBERT: Optimizing Elements of BERT
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.269openalex-snapshot
How Does Selective Mechanism Improve Self-Attention Networks?
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.297openalex-snapshot
Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.587openalex-snapshot
A Mixture of h - 1 Heads is Better than h Heads
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.627openalex-snapshot
Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.744openalex-snapshot
Structured Tuning for Semantic Role Labeling
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.772openalex-snapshot
QuASE: Question-Answer Driven Sentence Encoding
inferred← citeshttps://doi.org/10.18653/v1/2020.acl-srw.42openalex-snapshot
Compositional Generalization by Factorizing Alignment and Translation
inferred← citeshttps://doi.org/10.18653/v1/2020.blackboxnlp-1.14openalex-snapshot
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?
inferred← citeshttps://doi.org/10.18653/v1/2020.coling-main.120openalex-snapshot
Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach
inferred← citeshttps://doi.org/10.18653/v1/2020.coling-main.158openalex-snapshot
Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction
inferred← citeshttps://doi.org/10.18653/v1/2020.coling-main.266openalex-snapshot
Semantic Role Labeling with Heterogeneous Syntactic Knowledge
inferred← citeshttps://doi.org/10.18653/v1/2020.coling-main.274openalex-snapshot
QANom: Question-Answer driven SRL for Nominalizations
inferred← citeshttps://doi.org/10.18653/v1/2020.coling-main.476openalex-snapshot
Debunking Rumors on Twitter with Tree Transformer
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-demos.11openalex-snapshot
InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.18openalex-snapshot
KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.322openalex-snapshot
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.338openalex-snapshot
Learning to Fuse Sentences with Transformers for Summarization
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.363openalex-snapshot
From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.392openalex-snapshot
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.449openalex-snapshot
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.543openalex-snapshot
Less is More: Attention Supervision with Counterfactuals for Text Classification
inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.610openalex-snapshot
Semantic Role Labeling as Syntactic Dependency Parsing
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.102openalex-snapshot
High-order Semantic Role Labeling
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.166openalex-snapshot
Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.18openalex-snapshot
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.279openalex-snapshot
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.318openalex-snapshot
Resource-Enhanced Neural Model for Event Argument Extraction
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.398openalex-snapshot
Parsing All: Syntax and Semantics, Dependencies and Spans
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.399openalex-snapshot
LIMIT-BERT : Linguistics Informed Multi-Task BERT
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.432openalex-snapshot
On the Sub-layer Functionalities of Transformer Decoder
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.438openalex-snapshot
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.49openalex-snapshot
Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation
inferred← citeshttps://doi.org/10.18653/v1/2020.findings-emnlp.65openalex-snapshot
Rethinking Self-Attention: Towards Interpretability in Neural Parsing
inferred← citeshttps://doi.org/10.18653/v1/2020.repl4nlp-1openalex-snapshot
Proceedings of the 5th Workshop on Representation Learning for NLP
inferred← citeshttps://doi.org/10.18653/v1/2020.repl4nlp-1.21openalex-snapshot
Enhancing Transformer with Sememe Knowledge
inferred← citeshttps://doi.org/10.18653/v1/2020.sdp-1.22openalex-snapshot
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions
inferred← citeshttps://doi.org/10.18653/v1/2021.acl-long.207openalex-snapshot
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision
inferred← citeshttps://doi.org/10.18653/v1/2021.acl-long.289openalex-snapshot
Structural Guidance for Transformer Language Models
inferred← citeshttps://doi.org/10.18653/v1/2021.acl-long.342openalex-snapshot
Semantic Representation for Dialogue Modeling
inferred← citeshttps://doi.org/10.18653/v1/2021.acl-long.350openalex-snapshot
Syntax-augmented Multilingual BERT for Cross-lingual Transfer
inferred← citeshttps://doi.org/10.18653/v1/2021.acl-long.559openalex-snapshot
StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling
inferred← citeshttps://doi.org/10.18653/v1/2021.acl-long.65openalex-snapshot
Do Context-Aware Translation Models Pay the Right Attention?
inferred← citeshttps://doi.org/10.18653/v1/2021.cmcl-1.26openalex-snapshot
Relation Classification with Cognitive Attention Supervision
inferred← citeshttps://doi.org/10.18653/v1/2021.eacl-main.191openalex-snapshot
On the evolution of syntactic information encoded by BERT’s contextualized representations
inferred← citeshttps://doi.org/10.18653/v1/2021.eacl-main.228openalex-snapshot
Do Syntax Trees Help Pre-trained Transformers Extract Information?
inferred← citeshttps://doi.org/10.18653/v1/2021.eacl-main.262openalex-snapshot
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees
inferred← citeshttps://doi.org/10.18653/v1/2021.eacl-main.264openalex-snapshot
Attention Can Reflect Syntactic Structure (If You Let It)
inferred← citeshttps://doi.org/10.18653/v1/2021.eacl-main.66openalex-snapshot
Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task
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