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09/16/2023
Contextual Label Projection for Cross-Lingual Structure Extraction
Translating training data into target languages has proven beneficial fo...
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05/26/2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model
Event argument extraction (EAE) identifies event arguments and their spe...
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05/26/2023
Code-Switched Text Synthesis in Unseen Language Pairs
Existing efforts on text synthesis for code-switching mostly require tra...
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05/26/2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation
Paraphrase generation is a long-standing task in natural language proces...
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12/21/2022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction
Relation Extraction (RE) has been extended to cross-document scenarios b...
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05/25/2022
A Simple and Unified Tagging Model with Priming for Relational Structure Predictions
Relational structure extraction covers a wide range of tasks and plays a...
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05/25/2022
GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types
Numerous events occur worldwide and are documented in the news, social m...
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05/19/2022
Summarization as Indirect Supervision for Relation Extraction
Relation extraction (RE) models have been challenged by their reliance o...
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03/15/2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
We present a study on leveraging multilingual pre-trained generative lan...
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08/29/2021
Event Extraction as Natural Language Generation
Event extraction (EE), the task that identifies event triggers and their...
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04/16/2021
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning
Stories and narratives are composed based on a variety of events. Unders...
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01/01/2021
MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies
The ability to capture complex linguistic structures and long-term depen...
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09/22/2019
Deep Structured Neural Network for Event Temporal Relation Extraction
We propose a novel deep structured learning framework for event temporal...
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07/07/2019
NIESR: Nuisance Invariant End-to-end Speech Recognition
Deep neural network models for speech recognition have achieved great su...
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09/22/2017