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09/11/2023
Examining the Effect of Pre-training on Time Series Classification
Although the pre-training followed by fine-tuning paradigm is used exten...
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08/09/2023
Sudowoodo: a Chinese Lyric Imitation System with Source Lyrics
Lyrics generation is a well-known application in natural language genera...
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08/08/2023
I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection
Simile detection is a valuable task for many natural language processing...
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08/06/2023
Beyond First Impressions: Integrating Joint Multi-modal Cues for Comprehensive 3D Representation
In recent years, 3D representation learning has turned to 2D vision-lang...
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06/12/2023
Neighborhood-based Hard Negative Mining for Sequential Recommendation
Negative sampling plays a crucial role in training successful sequential...
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06/01/2023
Adapting Pre-trained Language Models to Vision-Language Tasks via Dynamic Visual Prompting
Pre-trained language models (PLMs) have played an increasing role in mul...
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05/26/2023
PromptNER: Prompt Locating and Typing for Named Entity Recognition
Prompt learning is a new paradigm for utilizing pre-trained language mod...
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02/26/2023
Tailoring Language Generation Models under Total Variation Distance
The standard paradigm of neural language generation adopts maximum likel...
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10/28/2022
Facial Action Unit Detection and Intensity Estimation from Self-supervised Representation
As a fine-grained and local expression behavior measurement, facial acti...
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08/08/2022
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework
Despite advances in generating fluent texts, existing pretraining models...
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04/27/2022
Probing Simile Knowledge from Pre-trained Language Models
Simile interpretation (SI) and simile generation (SG) are challenging ta...
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04/19/2022
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks
Since 2017, the Transformer-based models play critical roles in various ...
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04/15/2022
LaMemo: Language Modeling with Look-Ahead Memory
Although Transformers with fully connected self-attentions are powerful ...
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02/14/2022
I-Tuning: Tuning Language Models with Image for Caption Generation
Recently, tuning the pre-trained language model (PLM) in a parameter-eff...
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01/30/2022
VC-GPT: Visual Conditioned GPT for End-to-End Generative Vision-and-Language Pre-training
Vision-and-language pre-trained models (VLMs) have achieved tremendous s...
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01/18/2022
Youling: an AI-Assisted Lyrics Creation System
Recently, a variety of neural models have been proposed for lyrics gener...
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11/01/2021
Unsupervised Domain Adaptation with Adapter
Unsupervised domain adaptation (UDA) with pre-trained language models (P...
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09/27/2020
Stylized Dialogue Response Generation Using Stylized Unpaired Texts
Generating stylized responses is essential to build intelligent and enga...
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09/20/2020
Dialogue Distillation: Open-domain Dialogue Augmentation Using Unpaired Data
Recent advances in open-domain dialogue systems rely on the success of n...
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11/12/2019