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05/24/2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification
Intent classification (IC) plays an important role in task-oriented dial...
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04/25/2023
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11
With increasing demand for and adoption of virtual assistants, recent wo...
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12/20/2022
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
Functionality and dialogue experience are two important factors of task-...
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04/14/2022
Label Semantic Aware Pre-training for Few-shot Text Classification
In text classification tasks, useful information is encoded in the label...
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10/06/2021
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings
Recent studies have proposed different methods to improve multilingual w...
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10/04/2019
Tanbih: Get To Know What You Are Reading
We introduce Tanbih, a news aggregator with intelligent analysis tools t...
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09/07/2018
Adversarial Domain Adaptation for Duplicate Question Detection
We address the problem of detecting duplicate questions in forums, which...
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10/04/2017
Cross-Language Question Re-Ranking
We study how to find relevant questions in community forums when the lan...
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10/18/2016