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07/11/2023
On the Effectiveness of Speech Self-supervised Learning for Music
Self-supervised learning (SSL) has shown promising results in various sp...
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06/18/2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
In the era of extensive intersection between art and Artificial Intellig...
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05/31/2023
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
Self-supervised learning (SSL) has recently emerged as a promising parad...
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05/31/2023
TPDM: Selectively Removing Positional Information for Zero-shot Translation via Token-Level Position Disentangle Module
Due to Multilingual Neural Machine Translation's (MNMT) capability of ze...
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05/24/2023
Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction
Previous research has demonstrated that natural language explanations pr...
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05/24/2023
Free Lunch for Efficient Textual Commonsense Integration in Language Models
Recent years have witnessed the emergence of textual commonsense knowled...
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03/01/2023
Containing a spread through sequential learning: to exploit or to explore?
The spread of an undesirable contact process, such as an infectious dise...
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12/05/2022
MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
The deep learning community has witnessed an exponentially growing inter...
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11/13/2022
Instance-based Learning for Knowledge Base Completion
In this paper, we propose a new method for knowledge base completion (KB...
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11/04/2022
1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data
This paper details our participation in the Challenges and Applications ...
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10/31/2022
1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector
In this paper, we present our approach and empirical observations for Ca...
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02/05/2022
Group Testing with Correlation under Edge-Faulty Graphs
In applications of group testing in networks, e.g. identifying individua...
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10/26/2021
Open Rule Induction
Rules have a number of desirable properties. It is easy to understand, i...
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09/06/2021
Enhancing Language Models with Plug-and-Play Large-Scale Commonsense
We study how to enhance language models (LMs) with textual commonsense k...
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02/17/2021
Timely Broadcasting in Erasure Networks: Age-Rate Tradeoffs
The interplay between timeliness and rate efficiency is investigated in ...
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07/07/2020
Remote Estimation in Decentralized Random Access Channels
Efficient sampling and remote estimation is critical for a plethora of w...
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12/03/2019
Age of Information in Random Access Channels
In applications of remote sensing, estimation, and control, timely commu...
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06/04/2019
The Interplay of Competition and Cooperation Among Service Providers (Part II)
This paper investigates the incentives of mobile network operators (MNOs...
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05/31/2019
The Interplay of Competition and Cooperation Among Service Providers (Part I)
This paper investigates the incentives of mobile network operators (MNOs...
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04/22/2019
Benefits of Coding on Age of Information in Broadcast Networks
Age of Information (AoI) is studied in two-user broadcast networks with ...
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07/22/2017