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DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation


Oct 18, 2022
Hanqing Zhang, Dawei Song

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* Accepted at EMNLP2022 

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XPrompt: Exploring the Extreme of Prompt Tuning


Oct 10, 2022
Fang Ma, Chen Zhang, Lei Ren, Jingang Wang, Qifan Wang, Wei Wu, Xiaojun Quan, Dawei Song

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* 15 pages, accepted to EMNLP 2022 main conference 

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Sparse Teachers Can Be Dense with Knowledge


Oct 08, 2022
Yi Yang, Chen Zhang, Dawei Song

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* 12 pages, 8 figures, 6 tables, accepted to EMNLP 2022. Code is available at https://github.com/GeneZC/StarK 

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Structural Bias for Aspect Sentiment Triplet Extraction


Sep 02, 2022
Chen Zhang, Lei Ren, Fang Ma, Jingang Wang, Wei Wu, Dawei Song

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* 10 pages, 4 figures, 5 tables, accepted to COLING 2022, code is available at https://github.com/GeneZC/StructBias 

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Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets


Jul 20, 2022
Yi Yang, Chen Zhang, Benyou Wang, Dawei Song

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* Accepted to NLPCC 2022. Code is available at https://github.com/Ylily1015/DogeTickets 

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A Multibias-mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition


Jul 17, 2022
Jinglin Wang, Fang Ma, Yazhou Zhang, Dawei Song

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* 10 pages, 5 figures, accepted to NLPCC 2022 

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Aspect-specific Context Modeling for Aspect-based Sentiment Analysis


Jul 17, 2022
Fang Ma, Chen Zhang, Bo Zhang, Dawei Song

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* 12 pages, accepted to NLPCC 2022 

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AutoDisc: Automatic Distillation Schedule for Large Language Model Compression


May 29, 2022
Chen Zhang, Yang Yang, Qifan Wang, Jiahao Liu, Jingang Wang, Wei Wu, Dawei Song

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* Work in progress. Code will be available soon 

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Making Pre-trained Language Models Good Long-tailed Learners


May 11, 2022
Chen Zhang, Lei Ren, Jingang Wang, Wei Wu, Dawei Song

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* Work in progress. The code will be available soon 

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Adaptable Text Matching via Meta-Weight Regulator


Apr 27, 2022
Bo Zhang, Chen Zhang, Fang Ma, Dawei Song

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* 10 pages, accepted to SIGIR 2022 

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