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04/29/2022
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI
Self-learning paradigms in large-scale conversational AI agents tend to ...
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04/22/2022
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning
Subword tokenization is a commonly used input pre-processing step in mos...
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02/19/2022
CALCS 2021 Shared Task: Machine Translation for Code-Switched Data
To date, efforts in the code-switching literature have focused for the m...
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09/04/2021
Data Augmentation for Cross-Domain Named Entity Recognition
Current work in named entity recognition (NER) shows that data augmentat...
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10/24/2020
Char2Subword: Extending the Subword Embedding Space from Pre-trained Models Using Robust Character Compositionality
Byte-pair encoding (BPE) is a ubiquitous algorithm in the subword tokeni...
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10/23/2020
A Caption Is Worth A Thousand Images: Investigating Image Captions for Multimodal Named Entity Recognition
Multimodal named entity recognition (MNER) requires to bridge the gap be...
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08/10/2020
SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets
In this paper, we present the results of the SemEval-2020 Task 9 on Sent...
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05/09/2020
LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation
Recent trends in NLP research have raised an interest in linguistic code...
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10/08/2019
Knowledge Distillation from Internal Representations
Knowledge distillation is typically conducted by training a small model ...
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09/11/2019
Dependency-Aware Named Entity Recognition with Relative and Global Attentions
Named entity recognition is one of the core tasks in NLP. Although many ...
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09/11/2019
From English to Code-Switching: Transfer Learning with Strong Morphological Clues
Code-switching is still an understudied phenomenon in natural language p...
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08/24/2019
Multi-view Characterization of Stories from Narratives and Reviews using Multi-label Ranking
This paper considers the problem of characterizing stories by inferring ...
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06/24/2019
Multimodal and Multi-view Models for Emotion Recognition
Studies on emotion recognition (ER) show that combining lexical and acou...
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06/10/2019
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task
In the third shared task of the Computational Approaches to Linguistic C...
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06/10/2019
A Multi-task Approach for Named Entity Recognition in Social Media Data
Named Entity Recognition for social media data is challenging because of...
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06/10/2019