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UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning


Oct 19, 2022
Yutao Mou, Pei Wang, Keqing He, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu

* Accepted at EMNLP2022 main conference 

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Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery


Oct 17, 2022
Yutao Mou, Keqing He, Pei Wang, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu

* Accepted at EMNLP2022 main conference 

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Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems


Oct 17, 2022
Weihao Zeng, Keqing He, Zechen Wang, Dayuan Fu, Guanting Dong, Ruotong Geng, Pei Wang, Jingang Wang, Chaobo Sun, Wei Wu, Weiran Xu

* Accepted at the SereTOD 2022 Workshop, EMNLP 2022 

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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

* 15 pages, accepted to EMNLP 2022 main conference 

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Generalized Intent Discovery: Learning from Open World Dialogue System


Sep 13, 2022
Yutao Mou, Keqing He, Yanan Wu, Pei Wang, Jingang Wang, Wei Wu, Yi Huang, Junlan Feng, Weiran Xu

* This paper has been accepted at COLING2022 

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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

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

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Unified Knowledge Prompt Pre-training for Customer Service Dialogues


Aug 31, 2022
Keqing He, Jingang Wang, Chaobo Sun, Wei Wu

* CIKM2022 

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CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations


Aug 23, 2022
Borun Chen, Hongyin Tang, Jingang Wang, Qifan Wang, Hai-Tao Zheng, Wei Wu, Liqian Yu

* Accepted in COLING 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

* 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

* Work in progress. The code will be available soon 

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