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06/06/2023
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search
Customers interacting with product search engines are increasingly formu...
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05/27/2023
Answering Unanswered Questions through Semantic Reformulations in Spoken QA
Spoken Question Answering (QA) is a key feature of voice assistants, usu...
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05/24/2023
Faithful Low-Resource Data-to-Text Generation through Cycle Training
Methods to generate text from structured data have advanced significantl...
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05/11/2023
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2)
We present the findings of SemEval-2023 Task 2 on Fine-grained Multiling...
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02/22/2023
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks
Multi-Task Learning (MTL) is widely-accepted in Natural Language Process...
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10/27/2022
Reinforced Question Rewriting for Conversational Question Answering
Conversational Question Answering (CQA) aims to answer questions contain...
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08/30/2022
MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition
We present MultiCoNER, a large multilingual dataset for Named Entity Rec...
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04/16/2019
UTFPR at SemEval-2019 Task 5: Hate Speech Identification with Recurrent Neural Networks
In this paper we revisit the problem of automatically identifying hate s...
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03/19/2019
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)
This paper presents the results and main findings of the shared task on ...
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02/25/2019
Predicting the Type and Target of Offensive Posts in Social Media
As offensive content has become pervasive in social media, there has bee...
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11/12/2018
Classifying Patent Applications with Ensemble Methods
We present methods for the automatic classification of patent applicatio...
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08/14/2018
Classifier Ensembles for Dialect and Language Variety Identification
In this paper we present ensemble-based systems for dialect and language...
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07/22/2018
German Dialect Identification Using Classifier Ensembles
In this paper we present the GDI_classification entry to the second Germ...
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07/09/2018
Discriminating between Indo-Aryan Languages Using SVM Ensembles
In this paper we present a system based on SVM ensembles trained on char...
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04/30/2018
A Portuguese Native Language Identification Dataset
In this paper we present NLI-PT, the first Portuguese dataset compiled f...
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04/24/2018
A Report on the Complex Word Identification Shared Task 2018
We report the findings of the second Complex Word Identification (CWI) s...
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03/14/2018
Challenges in Discriminating Profanity from Hate Speech
In this study we approach the problem of distinguishing general profanit...
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12/18/2017
Detecting Hate Speech in Social Media
In this paper we examine methods to detect hate speech in social media, ...
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10/25/2017
Exploring the Use of Text Classification in the Legal Domain
In this paper, we investigate the application of text classification met...
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10/13/2017
Complex Word Identification: Challenges in Data Annotation and System Performance
This paper revisits the problem of complex word identification (CWI) fol...
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07/16/2017
Open-Set Language Identification
We present the first open-set language identification experiments using ...
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07/03/2017
Including Dialects and Language Varieties in Author Profiling
This paper presents a computational approach to author profiling taking ...
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03/19/2017
Native Language Identification using Stacked Generalization
Ensemble methods using multiple classifiers have proven to be the most s...
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09/30/2016
Discriminating Similar Languages: Evaluations and Explorations
We present an analysis of the performance of machine learning classifier...
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09/30/2016