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09/16/2023
Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF
During the last stage of RLHF, a large language model is aligned to huma...
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02/07/2023
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages
With multilingual machine translation (MMT) models continuing to grow in...
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07/05/2022
Image Coding for Machines with Omnipotent Feature Learning
Image Coding for Machines (ICM) aims to compress images for AI tasks ana...
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04/22/2022
ChapterBreak: A Challenge Dataset for Long-Range Language Models
While numerous architectures for long-range language models (LRLMs) have...
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01/25/2022
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks
Traditional media coding schemes typically encode image/video into a sem...
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10/15/2021
Alternative Input Signals Ease Transfer in Multilingual Machine Translation
Recent work in multilingual machine translation (MMT) has focused on the...
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09/19/2021
Do Long-Range Language Models Actually Use Long-Range Context?
Language models are generally trained on short, truncated input sequence...
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04/14/2021
IGA : An Intent-Guided Authoring Assistant
While large-scale pretrained language models have significantly improved...
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04/08/2021
Revisiting Simple Neural Probabilistic Language Models
Recent progress in language modeling has been driven not only by advance...
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12/11/2020
Learning Omni-frequency Region-adaptive Representations for Real Image Super-Resolution
Traditional single image super-resolution (SISR) methods that focus on s...
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11/19/2020
Latent-Separated Global Prediction for Learned Image Compression
Over the past several years, we have witnessed the impressive progress o...
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09/20/2020
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models
The discrepancy between maximum likelihood estimation (MLE) and task mea...
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05/16/2020
Multi-scale Grouped Dense Network for VVC Intra Coding
Versatile Video Coding (H.266/VVC) standard achieves better image qualit...
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05/02/2020