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05/25/2023
UNITE: A Unified Benchmark for Text-to-SQL Evaluation
A practical text-to-SQL system should generalize well on a wide variety ...
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05/19/2023
RxnScribe: A Sequence Generation Model for Reaction Diagram Parsing
Reaction diagram parsing is the task of extracting reaction schemes from...
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05/28/2022
Robust Molecular Image Recognition: A Graph Generation Approach
Molecular image recognition is a fundamental task in information extract...
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11/17/2020
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources
Sentiment analysis of user-generated reviews or comments on products and...
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09/20/2019
Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers
This paper explores the task of leveraging typology in the context of cr...
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09/15/2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing
This paper investigates the problem of learning cross-lingual representa...
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10/31/2018
GraphIE: A Graph-Based Framework for Information Extraction
Most modern Information Extraction (IE) systems are implemented as seque...
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09/07/2018
Multi-Source Domain Adaptation with Mixture of Experts
We propose a mixture-of-experts approach for unsupervised domain adaptat...
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10/10/2016
A General Framework for Content-enhanced Network Representation Learning
This paper investigates the problem of network embedding, which aims at ...
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06/03/2016
Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning
Various treebanks have been released for dependency parsing. Despite tha...
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04/19/2016