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09/19/2023
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages
Democratizing access to natural language processing (NLP) technology is ...
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09/19/2023
PICK: Polished Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems
Grounding dialogue response generation on external knowledge is proposed...
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05/25/2023
Multi-lingual and Multi-cultural Figurative Language Understanding
Figurative language permeates human communication, but at the same time ...
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05/24/2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing
Despite the major advances in NLP, significant disparities in NLP system...
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05/23/2023
Multilingual Large Language Models Are Not (Yet) Code-Switchers
Multilingual Large Language Models (LLMs) have recently shown great capa...
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05/23/2023
Instruct-Align: Teaching Novel Languages with to LLMs through Alignment-based Cross-Lingual Instruction
Instruction-tuned large language models (LLMs) have shown remarkable gen...
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03/23/2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages
While code-mixing is a common linguistic practice in many parts of the w...
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02/28/2023
Which One Are You Referring To? Multimodal Object Identification in Situated Dialogue
The demand for multimodal dialogue systems has been rising in various do...
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02/08/2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
This paper proposes a framework for quantitatively evaluating interactiv...
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12/19/2022
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
We present NusaCrowd, a collaborative initiative to collect and unite ex...
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09/04/2022
Every picture tells a story: Image-grounded controllable stylistic story generation
Generating a short story out of an image is arduous. Unlike image captio...
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07/21/2022
NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages
At the center of the underlying issues that halt Indonesian natural lang...
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07/06/2022
Kaggle Competition: Cantonese Audio-Visual Speech Recognition for In-car Commands
With the rise of deep learning and intelligent vehicles, the smart assis...
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05/31/2022
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
Natural language processing (NLP) has a significant impact on society vi...
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04/14/2022
SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study
Self-supervised pre-training methods have brought remarkable breakthroug...
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04/13/2022
Can Question Rewriting Help Conversational Question Answering?
Question rewriting (QR) is a subtask of conversational question answerin...
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03/30/2022
Clozer: Adaptable Data Augmentation for Cloze-style Reading Comprehension
Task-adaptive pre-training (TAPT) alleviates the lack of labelled data a...
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03/24/2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia
NLP research is impeded by a lack of resources and awareness of the chal...
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12/12/2021
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation
Code-switching is a speech phenomenon when a speaker switches language d...
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09/14/2021
Greenformer: Factorization Toolkit for Efficient Deep Neural Networks
While the recent advances in deep neural networks (DNN) bring remarkable...
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08/24/2021
Greenformers: Improving Computation and Memory Efficiency in Transformer Models via Low-Rank Approximation
In this thesis, we introduce Greenformers, a collection of model efficie...
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06/04/2021
ERICA: An Empathetic Android Companion for Covid-19 Quarantine
Over the past year, research in various domains, including Natural Langu...
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04/23/2021
Weakly-supervised Multi-task Learning for Multimodal Affect Recognition
Multimodal affect recognition constitutes an important aspect for enhanc...
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04/16/2021
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation
A benchmark provides an ecosystem to measure the advancement of models w...
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03/24/2021
Are Multilingual Models Effective in Code-Switching?
Multilingual language models have shown decent performance in multilingu...
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03/17/2021
Multimodal End-to-End Sparse Model for Emotion Recognition
Existing works on multimodal affective computing tasks, such as emotion ...
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01/11/2021
Model Generalization on COVID-19 Fake News Detection
Amid the pandemic COVID-19, the world is facing unprecedented infodemic ...
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12/08/2020
CrossNER: Evaluating Cross-Domain Named Entity Recognition
Cross-domain named entity recognition (NER) models are able to cope with...
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09/28/2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
Task-oriented dialogue systems are either modularized with separate dial...
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09/11/2020
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding
Although Indonesian is known to be the fourth most frequently used langu...
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04/29/2020
Meta-Transfer Learning for Code-Switched Speech Recognition
An increasing number of people in the world today speak a mixed-language...
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03/17/2020
XPersona: Evaluating Multilingual Personalized Chatbot
Personalized dialogue systems are an essential step toward better human-...
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03/04/2020
Learning Fast Adaptation on Cross-Accented Speech Recognition
Local dialects influence people to pronounce words of the same language ...
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10/30/2019