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09/24/2021
A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification
Data augmentation (DA) aims to generate constrained and diversified data...
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06/11/2021
RefBERT: Compressing BERT by Referencing to Pre-computed Representations
Recently developed large pre-trained language models, e.g., BERT, have a...
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04/21/2021
PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation
This paper presents the PALI team's winning system for SemEval-2021 Task...
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04/15/2021
Emotion Dynamics Modeling via BERT
Emotion dynamics modeling is a significant task in emotion recognition i...
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03/16/2021
KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph
Entity synonyms discovery is crucial for entity-leveraging applications....
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03/16/2021
Automatic Intent-Slot Induction for Dialogue Systems
Automatically and accurately identifying user intents and filling the as...
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12/18/2020
Mention Extraction and Linking for SQL Query Generation
On the WikiSQL benchmark, state-of-the-art text-to-SQL systems typically...
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10/15/2020
DialogueTRM: Exploring the Intra- and Inter-Modal Emotional Behaviors in the Conversation
Emotion Recognition in Conversations (ERC) is essential for building emp...
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03/03/2020
Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion
Task 1 of the DSTC8-track1 challenge aims to develop an end-to-end multi...
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12/19/2019
