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05/23/2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future
Machine learning (ML) systems in natural language processing (NLP) face ...
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05/16/2023
Is a Video worth n× n Images? A Highly Efficient Approach to Transformer-based Video Question Answering
Conventional Transformer-based Video Question Answering (VideoQA) approa...
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05/14/2023
Semantic-aware Dynamic Retrospective-Prospective Reasoning for Event-level Video Question Answering
Event-Level Video Question Answering (EVQA) requires complex reasoning a...
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03/23/2023
Dialogue-to-Video Retrieval
Recent years have witnessed an increasing amount of dialogue/conversatio...
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12/17/2022
Exploiting Rich Textual User-Product Context for Improving Sentiment Analysis
User and product information associated with a review is useful for sent...
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04/09/2022
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains
Past works that investigate out-of-domain performance of QA systems have...
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09/16/2021
Revisiting Tri-training of Dependency Parsers
We compare two orthogonal semi-supervised learning techniques, namely tr...
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07/27/2021
gaBERT – an Irish Language Model
The BERT family of neural language models have become highly popular due...
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07/05/2021
The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task
We describe the DCU-EPFL submission to the IWPT 2021 Shared Task on Pars...
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01/25/2021
English Machine Reading Comprehension Datasets: A Survey
This paper surveys 54 English Machine Reading Comprehension datasets, wi...
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11/18/2020
Improving Document-Level Sentiment Analysis with User and Product Context
Past work that improves document-level sentiment analysis by encoding us...
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10/29/2020
Fact or Factitious? Contextualized Opinion Spam Detection
In this paper we perform an analytic comparison of a number of technique...
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09/03/2020
The ADAPT Enhanced Dependency Parser at the IWPT 2020 Shared Task
We describe the ADAPT system for the 2020 IWPT Shared Task on parsing en...
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05/06/2020
Shape of synth to come: Why we should use synthetic data for English surface realization
The Surface Realization Shared Tasks of 2018 and 2019 were Natural Langu...
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05/02/2020
Treebank Embedding Vectors for Out-of-domain Dependency Parsing
A recent advance in monolingual dependency parsing is the idea of a tree...
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10/17/2019
Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study
Cross-lingual dependency parsing involves transferring syntactic knowled...
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05/24/2019
Designing a Symbolic Intermediate Representation for Neural Surface Realization
Generated output from neural NLG systems often contain errors such as ha...
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12/19/2017