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ORCIDZihan Liu 0001
Zihan (Johan) Liu – 刘子涵
Person information
- unicode name: 刘子涵
- affiliation: Nvidia, Santa Clara, CA, USA
- affiliation (PhD 2022): Hong Kong University of Science and Technology, Center for Artificial Intelligence Research (CAiRE), Clear Water Bay, Hong Kong
Other persons with the same name
- Zihan Liu (aka: Zi-Han Liu) — disambiguation page
- Zihan Liu 0002
![[0000-0002-0874-0682]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-0874-0682")
— Shanghai Jiao Tong University, Department of Computer Science and Engineering, Shanghai, China
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2020 – today
- 2024
[c36]Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro:
Retrieval meets Long Context Large Language Models. ICLR 2024- [i44]Zihan Liu, Wei Ping, Rajarshi Roy, Peng Xu, Chankyu Lee, Mohammad Shoeybi, Bryan Catanzaro:
ChatQA: Building GPT-4 Level Conversational QA Models. CoRR abs/2401.10225 (2024) - [i43]Bo Adler, Niket Agarwal, Ashwath Aithal, Dong H. Anh, Pallab Bhattacharya, Annika Brundyn, Jared Casper, Bryan Catanzaro, Sharon Clay, Jonathan M. Cohen, Sirshak Das, Ayush Dattagupta, Olivier Delalleau, Leon Derczynski, Yi Dong, Daniel Egert, Ellie Evans, Aleksander Ficek, Denys Fridman, Shaona Ghosh, Boris Ginsburg, Igor Gitman, Tomasz Grzegorzek, Robert Hero, Jining Huang, Vibhu Jawa, Joseph Jennings, Aastha Jhunjhunwala, John Kamalu, Sadaf Khan, Oleksii Kuchaiev, Patrick LeGresley, Hui Li, Jiwei Liu, Zihan Liu, Eileen Long, Ameya Sunil Mahabaleshwarkar, Somshubra Majumdar, James Maki, Miguel Martinez, Maer Rodrigues de Melo, Ivan Moshkov, Deepak Narayanan, Sean Narenthiran, Jesus Navarro, Phong Nguyen, Osvald Nitski, Vahid Noroozi, Guruprasad Nutheti, Christopher Parisien, Jupinder Parmar, Mostofa Patwary, Krzysztof Pawelec, Wei Ping, Shrimai Prabhumoye, Rajarshi Roy, Trisha Saar, Vasanth Rao Naik Sabavat, Sanjeev Satheesh, Jane Polak Scowcroft, Jason Sewall, Pavel Shamis, Gerald Shen, Mohammad Shoeybi, Dave Sizer, Misha Smelyanskiy, Felipe Soares, Makesh Narsimhan Sreedhar, Dan Su, Sandeep Subramanian, Shengyang Sun, Shubham Toshniwal, Hao Wang, Zhilin Wang, Jiaxuan You, Jiaqi Zeng, Jimmy Zhang, Jing Zhang, Vivienne Zhang, Yian Zhang, Chen Zhu:
Nemotron-4 340B Technical Report. CoRR abs/2406.11704 (2024) - [i42]Yue Yu, Wei Ping, Zihan Liu, Boxin Wang, Jiaxuan You, Chao Zhang, Mohammad Shoeybi, Bryan Catanzaro:
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs. CoRR abs/2407.02485 (2024) - [i41]Peng Xu, Wei Ping, Xianchao Wu, Zihan Liu, Mohammad Shoeybi, Bryan Catanzaro:
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities. CoRR abs/2407.14482 (2024) - [i40]Wenliang Dai, Nayeon Lee, Boxin Wang, Zhuoling Yang, Zihan Liu, Jon Barker, Tuomas Rintamaki, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping:
NVLM: Open Frontier-Class Multimodal LLMs. CoRR abs/2409.11402 (2024) - 2023
- [c35]Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie, Min Zeng, Pascale Fung:
RHO: Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding. ACL (Findings) 2023: 4504-4522 - [c34]Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung:
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training. EACL 2023: 2128-2140 - [c33]Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro:
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. EMNLP 2023: 7763-7786 - [c32]Zhuolin Yang, Wei Ping, Zihan Liu, Vijay Korthikanti, Weili Nie, De-An Huang, Linxi Fan, Zhiding Yu, Shiyi Lan, Bo Li, Mohammad Shoeybi, Ming-Yu Liu, Yuke Zhu, Bryan Catanzaro, Chaowei Xiao, Anima Anandkumar:
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning. EMNLP (Findings) 2023: 11844-11857 - [c31]Samuel Cahyawijaya, Holy Lovenia, Willy Chung, Rita Frieske, Zihan Liu, Pascale Fung:
Cross-Lingual Cross-Age Adaptation for Low-Resource Elderly Speech Emotion Recognition. INTERSPEECH 2023: 3352-3356 - [i39]Zhuolin Yang, Wei Ping, Zihan Liu, Vijay Korthikanti, Weili Nie, De-An Huang, Linxi Fan, Zhiding Yu, Shiyi Lan, Bo Li, Ming-Yu Liu, Yuke Zhu, Mohammad Shoeybi, Bryan Catanzaro, Chaowei Xiao, Anima Anandkumar:
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning. CoRR abs/2302.04858 (2023) - [i38]Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro:
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. CoRR abs/2304.06762 (2023) - [i37]Samuel Cahyawijaya, Holy Lovenia, Willy Chung, Rita Frieske, Zihan Liu, Pascale Fung:
Cross-Lingual Cross-Age Group Adaptation for Low-Resource Elderly Speech Emotion Recognition. CoRR abs/2306.14517 (2023) - [i36]Peng Xu, Wei Ping, Xianchao Wu, Lawrence McAfee, Chen Zhu, Zihan Liu, Sandeep Subramanian, Evelina Bakhturina, Mohammad Shoeybi, Bryan Catanzaro:
Retrieval meets Long Context Large Language Models. CoRR abs/2310.03025 (2023) - 2022
- [c30]Zihan Liu, Mostofa Patwary, Ryan Prenger, Shrimai Prabhumoye, Wei Ping, Mohammad Shoeybi, Bryan Catanzaro:
Multi-Stage Prompting for Knowledgeable Dialogue Generation. ACL (Findings) 2022: 1317-1337 - [c29]Yan Xu, Etsuko Ishii, Samuel Cahyawijaya, Zihan Liu, Genta Indra Winata, Andrea Madotto, Dan Su, Pascale Fung:
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. DialDoc@ACL 2022: 93-107 - [c28]Samuel Cahyawijaya, Tiezheng Yu, Zihan Liu, Xiaopu Zhou, Tze Wing Tiffany Mak, Nancy Y. Ip, Pascale Fung:
SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study. BioNLP@ACL 2022: 140-154 - [c27]Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Yan Xu, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung:
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. LREC 2022: 7259-7268 - [i35]Zihan Liu, Mostofa Patwary, Ryan Prenger, Shrimai Prabhumoye, Wei Ping, Mohammad Shoeybi, Bryan Catanzaro:
Multi-Stage Prompting for Knowledgeable Dialogue Generation. CoRR abs/2203.08745 (2022) - [i34]Samuel Cahyawijaya, Tiezheng Yu, Zihan Liu, Tze Wing Tiffany Mak, Xiaopu Zhou, Nancy Y. Ip, Pascale Fung:
SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study. CoRR abs/2204.06699 (2022) - [i33]Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung:
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training. CoRR abs/2210.07688 (2022) - [i32]Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie, Min Zeng, Pascale Fung:
RHO ($ρ$): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding. CoRR abs/2212.01588 (2022) - 2021
- [c26]Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung:
CrossNER: Evaluating Cross-Domain Named Entity Recognition. AAAI 2021: 13452-13460 - [c25]Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Zhaojiang Lin, Pascale Fung:
On the Importance of Word Order Information in Cross-lingual Sequence Labeling. AAAI 2021: 13461-13469 - [c24]Zihan Liu, Genta Indra Winata, Pascale Fung:
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation. ACL/IJCNLP (Findings) 2021: 2706-2718 - [c23]Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Pascale Fung:
Are Multilingual Models Effective in Code-Switching? CALCS@NAACL 2021: 142-153 - [c22]Yan Xu, Etsuko Ishii, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung:
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System. DialDoc@ACL-IJCNLP 2021: 46-51 - [c21]Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung:
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization. EMNLP (1) 2021: 3995-4007 - [c20]Wenliang Dai, Samuel Cahyawijaya, Zihan Liu, Pascale Fung:
Multimodal End-to-End Sparse Model for Emotion Recognition. NAACL-HLT 2021: 5305-5316 - [c19]Tiezheng Yu, Zihan Liu, Pascale Fung:
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization. NAACL-HLT 2021: 5892-5904 - [c18]Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung:
Preserving Cross-Linguality of Pre-trained Models via Continual Learning. RepL4NLP@ACL-IJCNLP 2021: 64-71 - [c17]Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung:
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing. RepL4NLP@ACL-IJCNLP 2021: 112-127 - [i31]Wenliang Dai, Samuel Cahyawijaya, Zihan Liu, Pascale Fung:
Multimodal End-to-End Sparse Model for Emotion Recognition. CoRR abs/2103.09666 (2021) - [i30]Tiezheng Yu, Zihan Liu, Pascale Fung:
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization. CoRR abs/2103.11332 (2021) - [i29]Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Pascale Fung:
Are Multilingual Models Effective in Code-Switching? CoRR abs/2103.13309 (2021) - [i28]Zihan Liu, Genta Indra Winata, Pascale Fung:
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation. CoRR abs/2105.03953 (2021) - [i27]Yan Xu, Etsuko Ishii, Zihan Liu, Genta Indra Winata, Dan Su, Andrea Madotto, Pascale Fung:
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters. CoRR abs/2105.06232 (2021) - [i26]Etsuko Ishii, Yan Xu, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto, Zihan Liu, Peng Xu, Pascale Fung:
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System. CoRR abs/2106.03530 (2021) - [i25]Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung:
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing. CoRR abs/2106.03777 (2021) - [i24]Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung:
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization. CoRR abs/2109.02401 (2021) - [i23]Zihan Liu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung:
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging. CoRR abs/2112.00405 (2021) - [i22]Holy Lovenia, Samuel Cahyawijaya, Genta Indra Winata, Peng Xu, Yan Xu, Zihan Liu, Rita Frieske, Tiezheng Yu, Wenliang Dai, Elham J. Barezi, Pascale Fung:
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation. CoRR abs/2112.06223 (2021) - 2020
- [c16]Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung:
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems. AAAI 2020: 8433-8440 - [c15]Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, Jamin Shin, Pascale Fung:
CAiRE: An End-to-End Empathetic Chatbot. AAAI 2020: 13622-13623 - [c14]Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung:
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. ACL 2020: 19-25 - [c13]Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung:
Meta-Transfer Learning for Code-Switched Speech Recognition. ACL 2020: 3770-3776 - [c12]Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, Zhaojiang Lin, Pascale Fung:
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems. EMNLP (Findings) 2020: 2372-2394 - [c11]Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung:
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. EMNLP (1) 2020: 7241-7251 - [c10]Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Pascale Fung:
Lightweight and Efficient End-To-End Speech Recognition Using Low-Rank Transformer. ICASSP 2020: 6144-6148 - [c9]Wenliang Dai, Zihan Liu, Tiezheng Yu, Pascale Fung:
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition. AACL/IJCNLP 2020: 269-280 - [c8]Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung:
Learning Fast Adaptation on Cross-Accented Speech Recognition. INTERSPEECH 2020: 1276-1280 - [c7]Zihan Liu, Genta Indra Winata, Pascale Fung:
Zero-Resource Cross-Domain Named Entity Recognition. RepL4NLP@ACL 2020: 1-6 - [c6]Wenliang Dai, Tiezheng Yu, Zihan Liu, Pascale Fung:
Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-TaskLearning for Offensive Language Detection. SemEval@COLING 2020: 2060-2066 - [i21]Zihan Liu, Pascale Fung:
Do We Need Word Order Information for Cross-lingual Sequence Labeling. CoRR abs/2001.11164 (2020) - [i20]Zihan Liu, Genta Indra Winata, Pascale Fung:
Zero-Resource Cross-Domain Named Entity Recognition. CoRR abs/2002.05923 (2020) - [i19]Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto, Peng Xu, Pascale Fung:
Learning Fast Adaptation on Cross-Accented Speech Recognition. CoRR abs/2003.01901 (2020) - [i18]Zhaojiang Lin, Zihan Liu, Genta Indra Winata, Samuel Cahyawijaya, Andrea Madotto, Yejin Bang, Etsuko Ishii, Pascale Fung:
XPersona: Evaluating Multilingual Personalized Chatbot. CoRR abs/2003.07568 (2020) - [i17]Zhaojiang Lin, Genta Indra Winata, Peng Xu, Zihan Liu, Pascale Fung:
Variational Transformers for Diverse Response Generation. CoRR abs/2003.12738 (2020) - [i16]Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung:
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling. CoRR abs/2004.11727 (2020) - [i15]Wenliang Dai, Tiezheng Yu, Zihan Liu, Pascale Fung:
Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection. CoRR abs/2004.13432 (2020) - [i14]Zihan Liu, Genta Indra Winata, Andrea Madotto, Pascale Fung:
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning. CoRR abs/2004.14218 (2020) - [i13]Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Peng Xu, Pascale Fung:
Meta-Transfer Learning for Code-Switched Speech Recognition. CoRR abs/2004.14228 (2020) - [i12]Andrea Madotto, Zihan Liu, Zhaojiang Lin, Pascale Fung:
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems. CoRR abs/2008.06239 (2020) - [i11]Peng Xu, Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Pascale Fung:
EmoGraph: Capturing Emotion Correlations using Graph Networks. CoRR abs/2008.09378 (2020) - [i10]Wenliang Dai, Zihan Liu, Tiezheng Yu, Pascale Fung:
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition. CoRR abs/2009.09629 (2020) - [i9]Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, Zhaojiang Lin, Pascale Fung:
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems. CoRR abs/2009.13656 (2020) - [i8]Zihan Liu, Genta Indra Winata, Peng Xu, Zhaojiang Lin, Pascale Fung:
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment. CoRR abs/2009.14510 (2020) - [i7]Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung:
CrossNER: Evaluating Cross-Domain Named Entity Recognition. CoRR abs/2012.04373 (2020)
2010 – 2019
- 2019
- [c5]Dan Su, Yan Xu, Genta Indra Winata, Peng Xu, Hyeondey Kim, Zihan Liu, Pascale Fung:
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning. MRQA@EMNLP 2019: 203-211 - [c4]Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung:
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. EMNLP/IJCNLP (1) 2019: 1297-1303 - [c3]Genta Indra Winata, Zhaojiang Lin, Jamin Shin, Zihan Liu, Pascale Fung:
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition. EMNLP/IJCNLP (1) 2019: 3539-3545 - [c2]Nayeon Lee, Zihan Liu, Pascale Fung:
Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data. SemEval@NAACL-HLT 2019: 1052-1056 - [c1]Zihan Liu, Yan Xu, Genta Indra Winata, Pascale Fung:
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring. WMT (2) 2019: 275-282 - [i6]Zhaojiang Lin, Peng Xu, Genta Indra Winata, Zihan Liu, Pascale Fung:
CAiRE: An End-to-End Empathetic Chatbot. CoRR abs/1907.12108 (2019) - [i5]Zihan Liu, Yan Xu, Genta Indra Winata, Pascale Fung:
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring. CoRR abs/1908.05925 (2019) - [i4]Genta Indra Winata, Zhaojiang Lin, Jamin Shin, Zihan Liu, Pascale Fung:
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition. CoRR abs/1909.08504 (2019) - [i3]Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin, Zihan Liu, Pascale Fung:
Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer. CoRR abs/1910.13923 (2019) - [i2]Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung:
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables. CoRR abs/1911.04081 (2019) - [i1]Zihan Liu, Genta Indra Winata, Zhaojiang Lin, Peng Xu, Pascale Fung:
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems. CoRR abs/1911.09273 (2019)
Coauthor Index
[c35] [c34] [c31] [i37] [c29] [c28] [c27] [i34] [i33] [i32] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [c5] [c4] [c3] [c2] [c1] [i6] [i5] [i4] [i3] [i2] [i1]
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