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Xunliang Cai
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 23
Top Topics
Language Model
Semantic Parsing
Jelinek Mercer
Pseudo Relevance Feedback
Top Venues
CoRR
ICME
SIGIR
EMNLP (Findings)
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Publications
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Yejie Wang
,
Keqing He
,
Guanting Dong
,
Pei Wang
,
Weihao Zeng
,
Muxi Diao
,
Yutao Mou
,
Mengdi Zhang
,
Jingang Wang
,
Xunliang Cai
,
Weiran Xu
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning.
CoRR
(2024)
Xun Jiang
,
Zhiguo Chen
,
Xing Xu
,
Fumin Shen
,
Zuo Cao
,
Xunliang Cai
Progressive Event Alignment Network for Partial Relevant Video Retrieval.
ICME
(2023)
Pei Wang
,
Keqing He
,
Yutao Mou
,
Xiaoshuai Song
,
Yanan Wu
,
Jingang Wang
,
Yunsen Xian
,
Xunliang Cai
,
Weiran Xu
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection.
EMNLP (Findings)
(2023)
Xiaoshuai Song
,
Keqing He
,
Pei Wang
,
Guanting Dong
,
Yutao Mou
,
Jingang Wang
,
Yunsen Xian
,
Xunliang Cai
,
Weiran Xu
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT.
CoRR
(2023)
Xiaoshuai Song
,
Keqing He
,
Pei Wang
,
Guanting Dong
,
Yutao Mou
,
Jingang Wang
,
Yunsen Xian
,
Xunliang Cai
,
Weiran Xu
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT.
EMNLP
(2023)
Pei Wang
,
Keqing He
,
Yutao Mou
,
Xiaoshuai Song
,
Yanan Wu
,
Jingang Wang
,
Yunsen Xian
,
Xunliang Cai
,
Weiran Xu
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection.
CoRR
(2023)
Jiduan Liu
,
Jiahao Liu
,
Qifan Wang
,
Jingang Wang
,
Xunliang Cai
,
Dongyan Zhao
,
Ran Lucien Wang
,
Rui Yan
Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression.
CoRR
(2023)
Zhuocheng Gong
,
Jiahao Liu
,
Qifan Wang
,
Jingang Wang
,
Xunliang Cai
,
Dongyan Zhao
,
Rui Yan
Improving Input-label Mapping with Demonstration Replay for In-context Learning.
CoRR
(2023)
Jiduan Liu
,
Jiahao Liu
,
Qifan Wang
,
Jingang Wang
,
Xunliang Cai
,
Dongyan Zhao
,
Ran Wang
,
Rui Yan
Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression.
EMNLP (Findings)
(2023)
Zhuocheng Gong
,
Jiahao Liu
,
Qifan Wang
,
Jingang Wang
,
Xunliang Cai
,
Dongyan Zhao
,
Rui Yan
Improving Input-label Mapping with Demonstration Replay for In-context Learning.
EMNLP (Findings)
(2023)
Yifan Wang
,
Yongkang Li
,
Shuai Li
,
Weiping Song
,
Jiangke Fan
,
Shan Gao
,
Ling Ma
,
Bing Cheng
,
Xunliang Cai
,
Sheng Wang
,
Ming Zhang
Deep Graph Mutual Learning for Cross-domain Recommendation.
DASFAA (2)
(2022)
Jialin Tian
,
Xing Xu
,
Kai Wang
,
Zuo Cao
,
Xunliang Cai
,
Heng Tao Shen
Structure-Aware Semantic-Aligned Network for Universal Cross-Domain Retrieval.
SIGIR
(2022)
Yantao Gong
,
Cao Liu
,
Fan Yang
,
Xunliang Cai
,
Guanglu Wan
,
Jiansong Chen
,
Weipeng Zhang
,
Houfeng Wang
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss.
AAAI
(2022)
Yantao Gong
,
Cao Liu
,
Fan Yang
,
Xunliang Cai
,
Guanglu Wan
,
Jiansong Chen
,
Weipeng Zhang
,
Houfeng Wang
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss.
CoRR
(2022)
Kai Wang
,
Yifan Wang
,
Xing Xu
,
Zuo Cao
,
Xunliang Cai
Instance-Level Semantic Alignment for Zero-Shot Cross-Modal Retrieval.
ICME
(2022)
Jinxiong Xia
,
Cao Liu
,
Jiansong Chen
,
Yuchen Li
,
Fan Yang
,
Xunliang Cai
,
Guanglu Wan
,
Houfeng Wang
Dialogue Topic Segmentation via Parallel Extraction Network with Neighbor Smoothing.
SIGIR
(2022)
Xun Jiang
,
Xing Xu
,
Jingran Zhang
,
Fumin Shen
,
Zuo Cao
,
Xunliang Cai
GTLR: Graph-Based Transformer with Language Reconstruction for Video Paragraph Grounding.
ICME
(2022)
Shan Wu
,
Bo Chen
,
Chunlei Xin
,
Xianpei Han
,
Le Sun
,
Weipeng Zhang
,
Jiansong Chen
,
Fan Yang
,
Xunliang Cai
From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding.
CoRR
(2021)
Yantao Gong
,
Cao Liu
,
Jiazhen Yuan
,
Fan Yang
,
Xunliang Cai
,
Guanglu Wan
,
Jiansong Chen
,
Ruiyao Niu
,
Houfeng Wang
Density-Based Dynamic Curriculum Learning for Intent Detection.
CIKM
(2021)
Bing Ma
,
Cao Liu
,
Jingyu Wang
,
Shujie Hu
,
Fan Yang
,
Xunliang Cai
,
Guanglu Wan
,
Jiansong Chen
,
Jianxin Liao
Distant Supervision based Machine Reading Comprehension for Extractive Summarization in Customer Service.
SIGIR
(2021)
Qingbin Liu
,
Pengfei Cao
,
Cao Liu
,
Jiansong Chen
,
Xunliang Cai
,
Fan Yang
,
Shizhu He
,
Kang Liu
,
Jun Zhao
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks.
EMNLP (1)
(2021)
Yantao Gong
,
Cao Liu
,
Jiazhen Yuan
,
Fan Yang
,
Xunliang Cai
,
Guanglu Wan
,
Jiansong Chen
,
Ruiyao Niu
,
Houfeng Wang
Density-Based Dynamic Curriculum Learning for Intent Detection.
CoRR
(2021)
Shan Wu
,
Bo Chen
,
Chunlei Xin
,
Xianpei Han
,
Le Sun
,
Weipeng Zhang
,
Jiansong Chen
,
Fan Yang
,
Xunliang Cai
From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding.
ACL/IJCNLP (1)
(2021)