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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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05/26/2023
Training Socially Aligned Language Models in Simulated Human Society
Social alignment in AI systems aims to ensure that these models behave a...
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05/22/2023
Interactive Natural Language Processing
Interactive Natural Language Processing (iNLP) has emerged as a novel pa...
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04/17/2023
Chinese Open Instruction Generalist: A Preliminary Release
Instruction tuning is widely recognized as a key technique for building ...
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01/01/2023
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits
We present Second Thought, a new learning paradigm that enables language...
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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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10/22/2022
EnDex: Evaluation of Dialogue Engagingness at Scale
We propose EnDex, the first human-reaction based model to evaluate dialo...
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10/11/2022
Mind's Eye: Grounded Language Model Reasoning through Simulation
Successful and effective communication between humans and AI relies on a...
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04/18/2022
Non-Parallel Text Style Transfer with Self-Parallel Supervision
The performance of existing text style transfer models is severely limit...
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04/06/2022
Knowledge Infused Decoding
Pre-trained language models (LMs) have been shown to memorize a substant...
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08/19/2021
Language Model Augmented Relevance Score
Although automated metrics are commonly used to evaluate NLG systems, th...
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08/17/2021
Modulating Language Models with Emotions
Generating context-aware language that embodies diverse emotions is an i...
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06/18/2021
Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path
Networks found in the real-world are numerous and varied. A common type ...
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04/30/2021
Mitigating Political Bias in Language Models Through Reinforced Calibration
Current large-scale language models can be politically biased as a resul...
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01/05/2021
Political Depolarization of News Articles Using Attribute-aware Word Embeddings
Political polarization in the US is on the rise. This polarization negat...
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12/07/2020
Improvements and Extensions on Metaphor Detection
Metaphors are ubiquitous in human language. The metaphor detection task ...
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12/07/2020
An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data
The field of NLP has seen unprecedented achievements in recent years. Mo...
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12/05/2020
Enhanced Offensive Language Detection Through Data Augmentation
Detecting offensive language on social media is an important task. The I...
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12/05/2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation
Data augmentation is proven to be effective in many NLU tasks, especiall...
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09/30/2020
Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding
Authorship identification tasks, which rely heavily on linguistic styles...
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07/14/2020
Emoji Prediction: Extensions and Benchmarking
Emojis are a succinct form of language which can express concrete meanin...
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06/13/2020