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Title: GitHub - thuiar/TEXTOIR: TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)

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Description: TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021) - GitHub - thuiar/TEXTOIR: TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)

Open Graph Description: TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021) - GitHub - thuiar/TEXTOIR: TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)

X Description: TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021) - GitHub - thuiar/TEXTOIR: TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)

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https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#text-open-intent-recognition-textoir
TEXTOIR-DEMOhttps://github.com/thuiar/TEXTOIR-DEMO
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#introduction
reading listhttps://github.com/thuiar/OKD-Reading-List
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/figs/Intro.png
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#updates---
USNIDhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_discovery/examples/run_semi_usnid.sh
A Clustering Framework for Unsupervised and Semi-supervised New Intent Discovery (Published in IEEE TKDE 2023)https://ieeexplore.ieee.org/document/10349963
DA-ADBhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_DA-ADB.sh
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection (Published in IEEE/ACM TASLP 2023)https://ieeexplore.ieee.org/document/10097558
TEXTOIR-DEMOhttps://github.com/thuiar/TEXTOIR-DEMO
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition (Published in ACL 2021)https://aclanthology.org/2021.acl-demo.20.pdf
Discovering New Intents with Deep Aligned Clustering (Published in AAAI 2021)https://ojs.aaai.org/index.php/AAAI/article/view/17689
Deep Open Intent Classification with Adaptive Decision Boundary (Published in AAAI 2021)https://ojs.aaai.org/index.php/AAAI/article/view/17690
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (Published in AAAI 2020)https://ojs.aaai.org/index.php/AAAI/article/view/6353
Deep Unknown Intent Detection with Margin Loss (Published in ACL 2019)https://aclanthology.org/P19-1548
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#benchmark-datasets
BANKINGhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/data/banking
Paperhttps://aclanthology.org/2020.nlp4convai-1.5/
OOShttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/data/oos
CLINC150https://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/data/clinc
Paperhttps://aclanthology.org/D19-1131/
StackOverflowhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/data/stackoverflow
Paperhttps://aclanthology.org/W15-1509.pdf
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#integrated-models
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#open-intent-detection
OpenMax*https://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_OpenMax.sh
Paperhttps://openaccess.thecvf.com/content_cvpr_2016/papers/Bendale_Towards_Open_Set_CVPR_2016_paper.pdf
Codehttps://github.com/abhijitbendale/OSDN
MSPhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_MSP.sh
Paperhttps://arxiv.org/pdf/1610.02136.pdf
Codehttps://github.com/hendrycks/error-detection
DOChttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_DOC.sh
Paperhttps://aclanthology.org/D17-1314.pdf
Codehttps://github.com/leishu02/EMNLP2017_DOC
DeepUnkhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_DeepUnk.sh
Paperhttps://aclanthology.org/P19-1548.pdf
Codehttps://github.com/thuiar/DeepUnkID
SEGhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_SEG.sh
Paperhttps://aclanthology.org/2020.acl-main.99
Codehttps://github.com/fanolabs/0shot-classification
ADBhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_ADB.sh
Paperhttps://ojs.aaai.org/index.php/AAAI/article/view/17690
Codehttps://github.com/thuiar/Adaptive-Decision-Boundary
(K+1)-wayhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_K+1-way.sh
Paperhttps://aclanthology.org/2021.acl-long.273
Codehttps://github.com/fanolabs/out-of-scope-intent-detection
MDFhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_MDF.sh
Paperhttps://aclanthology.org/2021.acl-long.85.pdf
Codehttps://github.com/rivercold/BERT-unsupervised-OOD
ARPL*https://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_ARPL.sh
Paperhttps://ieeexplore.ieee.org/document/9521769
Codehttps://github.com/iCGY96/ARPL
KNNCLhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_KNNCL.sh
Paperhttps://aclanthology.org/2022.acl-long.352/
Codehttps://github.com/zyh190507/KnnContrastiveForOOD
DA-ADBhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/examples/run_DA-ADB.sh
Paperhttps://ieeexplore.ieee.org/document/10097558
Codehttps://github.com/thuiar/TEXTOIR
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#new-intent-discovery
KMhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_KM.sh
Paperhttps://www.cs.cmu.edu/~bhiksha/courses/mlsp.fall2010/class14/macqueen.pdf
AGhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_AG.sh
Paperhttps://www.sciencedirect.com/science/article/abs/pii/0031320378900183
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DEChttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_DEC.sh
Paperhttp://proceedings.mlr.press/v48/xieb16.pdf
Codehttps://github.com/piiswrong/dec
DCNhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_DCN.sh
Paperhttp://proceedings.mlr.press/v70/yang17b/yang17b.pdf
Codehttps://github.com/xuyxu/Deep-Clustering-Network
CChttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_CC.sh
Paperhttps://yunfan-li.github.io/assets/pdf/Contrastive%20Clustering.pdf
Codehttps://github.com/Yunfan-Li/Contrastive-Clustering
SCCLhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_SCCL.sh
Paperhttp://proceedings.mlr.press/v70/yang17b/yang17b.pdf
Codehttps://github.com/xuyxu/Deep-Clustering-Network
USNIDhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_unsup_usnid
Paperhttps://ieeexplore.ieee.org/document/10349963
Codehttps://github.com/thuiar/TEXTOIR/tree/main/open_intent_discovery
KCL*https://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_KCL.sh
Paperhttps://openreview.net/pdf?id=ByRWCqvT-
Codehttps://github.com/GT-RIPL/L2C
MCL*https://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_MCL.sh
Paperhttps://openreview.net/pdf?id=SJzR2iRcK7
Codehttps://github.com/GT-RIPL/L2C
DTC*https://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_DTC.sh
Paperhttps://www.robots.ox.ac.uk/~vgg/research/DTC/files/iccv2019_DTC.pdf
Codehttps://github.com/k-han/DTC
CDAC+https://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_CDACPlus.sh
Paperhttps://ojs.aaai.org/index.php/AAAI/article/view/6353
Codehttps://github.com/thuiar/CDAC-plus
DeepAlignedhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_DeepAligned.sh
Paperhttps://ojs.aaai.org/index.php/AAAI/article/view/17689
Codehttps://github.com/thuiar/DeepAligned-Clustering
GCDhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_GCD.sh
Paperhttps://www.robots.ox.ac.uk/~vgg/research/gcd/
Codehttps://github.com/sgvaze/generalized-category-discovery
MTP-CLNNhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_MTP_CLNN.sh
Paperhttps://aclanthology.org/2022.acl-long.21.pdf
Codehttps://github.com/fanolabs/NID_ACLARR2022
USNIDhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/examples/run_semi_usnid.sh
Paperhttps://ieeexplore.ieee.org/document/10349963
Codehttps://github.com/thuiar/TEXTOIR/tree/main/open_intent_discovery
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#quick-start
Baidu Cloud Drivehttps://pan.baidu.com/s/1k1zxK4xh0UyPhOU_-oPlow
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#extensibility
open_intent_detectionhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_detection/README.md
open_intent_discoveryhttps://patch-diff.githubusercontent.com/thuiar/TEXTOIR/blob/main/open_intent_discovery/README.md
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#citations
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognitionhttps://aclanthology.org/2021.acl-demo.20/
Learning Discriminative Representations and Decision Boundaries for Open Intent Detectionhttps://ieeexplore.ieee.org/document/10097558
A Clustering Framework for Unsupervised and Semi-supervised New Intent Discoveryhttps://ieeexplore.ieee.org/document/10349963
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#contributors
Hanlei Zhanghttps://github.com/HanleiZhang
Shaojie Zhaohttps://github.com/MurraryZhao
Xin Wanghttps://github.com/mrFocusXin
Ting-En Linhttps://github.com/tnlin
Qianrui Zhouhttps://github.com/zhougr18
Huisheng Maohttps://github.com/FlameSky-S
https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#bugs-or-questions
github.com/thuiar/TEXTOIRhttps://github.com/thuiar/TEXTOIR
natural-language-processing https://patch-diff.githubusercontent.com/topics/natural-language-processing
deep-neural-networks https://patch-diff.githubusercontent.com/topics/deep-neural-networks
clustering https://patch-diff.githubusercontent.com/topics/clustering
artificial-intelligence https://patch-diff.githubusercontent.com/topics/artificial-intelligence
bert https://patch-diff.githubusercontent.com/topics/bert
dialogue-systems https://patch-diff.githubusercontent.com/topics/dialogue-systems
intent-discovery https://patch-diff.githubusercontent.com/topics/intent-discovery
intent-recognition https://patch-diff.githubusercontent.com/topics/intent-recognition
open-classification https://patch-diff.githubusercontent.com/topics/open-classification
acl2021 https://patch-diff.githubusercontent.com/topics/acl2021
Readme https://patch-diff.githubusercontent.com/thuiar/TEXTOIR#readme-ov-file
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