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ORCIDYaman Singla
Yaman Kumar Singla – Yaman Kumar 0001
Person information
- affiliation: Adobe Inc., India
- affiliation: State University of New York at Buffalo, USA
- affiliation: Indraprastha Institute of Information Technology Delhi (IIIT-Delhi), India
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2020 – today
- 2024
[c34]Avinash Anand, Ashwin R. Nair, Kritarth Prasad, Vrinda Narayan, Naman Lal, Debanjan Mahata, Yaman Singla, Rajiv Ratn Shah:
Advances in Citation Text Generation: Leveraging Multi-Source Seq2Seq Models and Large Language Models. CIKM 2024: 56-64- [c33]Samyak Jain, Rishi Singhal, Sriram Krishna, Yaman Kumar Singla, Rajiv Ratn Shah:
Beyond Words: A Topological Exploration of Coherence in Text Documents. Tiny Papers @ ICLR 2024 - [c32]Ashmit Khandelwal, Aditya Agrawal, Aanisha Bhattacharyya, Yaman Kumar, Somesh Singh, Uttaran Bhattacharya, Ishita Dasgupta, Stefano Petrangeli, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy:
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior. ICLR 2024 - [c31]Sohan Patnaik, Heril Changwal, Milan Aggarwal, Sumit Bhatia, Yaman Kumar, Balaji Krishnamurthy:
CABINET: Content Relevance-based Noise Reduction for Table Question Answering. ICLR 2024 - [i43]Sohan Patnaik, Heril Changwal, Milan Aggarwal, Sumit Bhatia, Yaman Kumar, Balaji Krishnamurthy:
CABINET: Content Relevance based Noise Reduction for Table Question Answering. CoRR abs/2402.01155 (2024) - [i42]Trilok Padhi, Ugur Kursuncu, Yaman Kumar, Valerie L. Shalin, Lane Peterson Fronczek:
Improving Contextual Congruence Across Modalities for Effective Multimodal Marketing using Knowledge-infused Learning. CoRR abs/2402.03607 (2024) - [i41]Somesh Singh, Harini S. I, Yaman Kumar Singla, Veeky Baths, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy:
LLaVA Finds Free Lunch: Teaching Human Behavior Improves Content Understanding Abilities Of LLMs. CoRR abs/2405.00942 (2024) - [i40]Somesh Singh, Yaman Kumar Singla, Harini S. I, Balaji Krishnamurthy:
Measuring and Improving Persuasiveness of Large Language Models. CoRR abs/2410.02653 (2024) - 2023
- [j3]Pakhi Bamdev, Manraj Singh Grover
, Yaman Kumar Singla, Payman Vafaee, Mika Hama, Rajiv Ratn Shah:
Automated Speech Scoring System Under The Lens. Int. J. Artif. Intell. Educ. 33(1): 119-154 (2023) - [j2]Michael Guerzhoy, Marion Neumann, Pat Virtue, Carolyn Jane Anderson, Yaman Kumar Singla, Alexi Orchard, Rajiv Ratn Shah:
EAAI-23 Blue Sky Ideas in Artificial Intelligence Education from the AAAI/ACM SIGAI New and Future AI Educator Program. AI Matters 9(2): 24-29 (2023) - [j1]Yaman Kumar, Swapnil Parekh, Somesh Singh, Junyi Jessy Li, Rajiv Ratn Shah, Changyou Chen:
Automatic Essay Scoring Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses. Dialogue Discourse 14(1): 1-33 (2023) - [c30]Yaman Kumar, Rajat Jha, Arunim Gupta, Milan Aggarwal, Aditya Garg, Tushar Malyan, Ayush Bhardwaj, Rajiv Ratn Shah, Balaji Krishnamurthy, Changyou Chen:
Persuasion Strategies in Advertisements. AAAI 2023: 57-66 - [c29]Shubhankar Singh, Anirudh Pupneja, Shivaansh Mital, Cheril Shah, Manish Bawkar, Lakshman Prasad Gupta, Ajit Kumar, Yaman Kumar, Rushali Gupta, Rajiv Ratn Shah:
H-AES: Towards Automated Essay Scoring for Hindi. AAAI 2023: 15955-15963 - [c28]Varun Khurana, Yaman Kumar, Nora Hollenstein, Rajesh Kumar, Balaji Krishnamurthy:
Synthesizing Human Gaze Feedback for Improved NLP Performance. EACL 2023: 1887-1900 - [c27]Aanisha Bhattacharyya, Yaman Singla, Balaji Krishnamurthy, Rajiv Ratn Shah, Changyou Chen:
A Video Is Worth 4096 Tokens: Verbalize Story Videos To Understand Them In Zero Shot. EMNLP 2023: 9822-9839 - [c26]Mann Khatri, Reshma Sheik, Yaman Kumar, Rajiv Ratn Shah, Ponnurangam Kumaraguru:
CiteCaseLAW: Citation Worthiness Detection in Caselaw for Legal Assistive Writing. JURIX 2023: 257-262 - [i39]Varun Khurana, Yaman Kumar Singla, Nora Hollenstein, Rajesh Kumar, Balaji Krishnamurthy:
Synthesizing Human Gaze Feedback for Improved NLP Performance. CoRR abs/2302.05721 (2023) - [i38]Shubhankar Singh, Anirudh Pupneja, Shivaansh Mital, Cheril Shah, Manish Bawkar, Lakshman Prasad Gupta, Ajit Kumar, Yaman Kumar, Rushali Gupta, Rajiv Ratn Shah:
H-AES: Towards Automated Essay Scoring for Hindi. CoRR abs/2302.14635 (2023) - [i37]Mann Khatri, Pritish Wadhwa, Gitansh Raj Satija, Reshma Sheik, Yaman Kumar, Rajiv Ratn Shah, Ponnurangam Kumaraguru:
CiteCaseLAW: Citation Worthiness Detection in Caselaw for Legal Assistive Writing. CoRR abs/2305.03508 (2023) - [i36]Aanisha Bhattacharya, Yaman Kumar Singla, Balaji Krishnamurthy, Rajiv Ratn Shah, Changyou Chen:
A Video Is Worth 4096 Tokens: Verbalize Story Videos To Understand Them In Zero Shot. CoRR abs/2305.09758 (2023) - [i35]Ashmit Khandelwal, Aditya Agrawal, Aanisha Bhattacharyya, Yaman Kumar Singla, Somesh Singh, Uttaran Bhattacharya, Ishita Dasgupta, Stefano Petrangeli, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy:
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior. CoRR abs/2309.00359 (2023) - [i34]Harini S. I, Somesh Singh, Yaman Kumar Singla, Aanisha Bhattacharyya, Veeky Baths, Changyou Chen, Rajiv Ratn Shah, Balaji Krishnamurthy:
Long-Term Memorability On Advertisements. CoRR abs/2309.00378 (2023) - [i33]Mann Khatri, Mirza Yusuf, Yaman Kumar, Rajiv Ratn Shah, Ponnurangam Kumaraguru:
Exploring Graph Neural Networks for Indian Legal Judgment Prediction. CoRR abs/2310.12800 (2023) - [i32]Varun Khurana, Yaman Kumar Singla, Jayakumar Subramanian, Rajiv Ratn Shah, Changyou Chen, Zhiqiang Xu, Balaji Krishnamurthy:
Behavior Optimized Image Generation. CoRR abs/2311.10995 (2023) - 2022
- [c25]Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah:
MINIMAL: Mining Models for Universal Adversarial Triggers. AAAI 2022: 11330-11339 - [c24]Yaman Kumar Singla, Sriram Krishna, Rajiv Ratn Shah, Changyou Chen:
Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees. AAAI 2022: 12835-12843 - [c23]Debanjan Mahata, Navneet Agarwal, Dibya Gautam, Amardeep Kumar, Swapnil Parekh, Yaman Kumar Singla, Anish Acharya, Rajiv Ratn Shah:
LDKP - A Dataset for Identifying Keyphrases from Long Scientific Documents. DL4SR@CIKM 2022 - [c22]Anubha Kabra, Mehar Bhatia, Yaman Kumar Singla, Junyi Jessy Li, Rajiv Ratn Shah:
Evaluation Toolkit For Robustness Testing Of Automatic Essay Scoring Systems. COMAD/CODS 2022: 90-99 - [c21]Yaman Kumar Singla, Jui Shah, Changyou Chen, Rajiv Ratn Shah:
What Do Audio Transformers Hear? Probing Their Representations For Language Delivery & Structure. ICDM (Workshops) 2022: 910-925 - [c20]Sreyan Ghosh, Sonal Kumar, Yaman Kumar, Rajiv Ratn Shah, Srinivasan Umesh:
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. INTERSPEECH 2022: 3998-4002 - [i31]Debanjan Mahata, Navneet Agarwal, Dibya Gautam, Amardeep Kumar, Swapnil Parekh, Yaman Kumar Singla, Anish Acharya, Rajiv Ratn Shah:
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents. CoRR abs/2203.15349 (2022) - [i30]Sreyan Ghosh, Sonal Kumar, Yaman Kumar Singla, Rajiv Ratn Shah, Srinivasan Umesh:
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. CoRR abs/2203.16028 (2022) - [i29]Yaman Kumar Singla, Rajat Jha, Arunim Gupta, Milan Aggarwal, Aditya Garg, Ayush Bhardwaj, Tushar Malyan, Balaji Krishnamurthy, Rajiv Ratn Shah, Changyou Chen:
Persuasion Strategies in Advertisements: Dataset, Modeling, and Baselines. CoRR abs/2208.09626 (2022) - 2021
- [c19]Yaman Kumar Singla, Avyakt Gupta, Shaurya Bagga, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah:
Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring. CIKM 2021: 1681-1691 - [c18]Aradhya Neeraj Mathur, Devansh Batra, Yaman Kumar Singla, Rajiv Ratn Shah, Changyou Chen, Roger Zimmermann:
LIFI: Towards Linguistically Informed Frame Interpolation. ICASSP 2021: 7593-7597 - [i28]Rajaswa Patil, Yaman Kumar Singla, Rajiv Ratn Shah, Mika Hama, Roger Zimmermann:
Towards Modelling Coherence in Spoken Discourse. CoRR abs/2101.00056 (2021) - [i27]Jui Shah, Yaman Kumar Singla, Changyou Chen, Rajiv Ratn Shah:
What all do audio transformer models hear? Probing Acoustic Representations for Language Delivery and its Structure. CoRR abs/2101.00387 (2021) - [i26]Yaman Kumar Singla, Avyakt Gupta, Shaurya Bagga, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah:
Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring. CoRR abs/2109.00928 (2021) - [i25]Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Junyi Jessy Li, Rajiv Ratn Shah, Changyou Chen:
AES Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses. CoRR abs/2109.11728 (2021) - [i24]Swapnil Parekh, Yaman Kumar Singla, Somesh Singh, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah:
MINIMAL: Mining Models for Data Free Universal Adversarial Triggers. CoRR abs/2109.12406 (2021) - [i23]Anuj Saraswat, Mehar Bhatia, Yaman Kumar Singla, Changyou Chen, Rajiv Ratn Shah:
Perception Point: Identifying Critical Learning Periods in Speech for Bilingual Networks. CoRR abs/2110.06507 (2021) - [i22]Yaman Kumar Singla, Sriram Krishna, Rajiv Ratn Shah, Changyou Chen:
Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees. CoRR abs/2111.08906 (2021) - [i21]Pakhi Bamdev, Manraj Singh Grover, Yaman Kumar Singla, Payman Vafaee, Mika Hama, Rajiv Ratn Shah:
Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency. CoRR abs/2111.15156 (2021) - 2020
- [c17]Yaman Kumar, Dhruva Sahrawat, Shubham Maheshwari, Debanjan Mahata, Amanda Stent, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition. AAAI 2020: 2645-2652 - [c16]Shivam Rustagi, Aakash Garg, Pranay Raj Anand, Rajesh Kumar, Yaman Kumar, Rajiv Ratn Shah:
Touchless Typing Using Head Movement-based Gestures. BigMM 2020: 112-119 - [c15]Jagriti Sikka, Kushal Satya, Yaman Kumar, Shagun Uppal, Rajiv Ratn Shah, Roger Zimmermann:
Learning Based Methods for Code Runtime Complexity Prediction. ECIR (1) 2020: 313-325 - [c14]Dhruva Sahrawat, Debanjan Mahata, Haimin Zhang, Mayank Kulkarni, Agniv Sharma, Rakesh Gosangi, Amanda Stent, Yaman Kumar, Rajiv Ratn Shah, Roger Zimmermann:
Keyphrase Extraction as Sequence Labeling Using Contextualized Embeddings. ECIR (2) 2020: 328-335 - [c13]Swapnil Dhanwal, Hritwik Dutta, Hitesh Nankani, Nilay Shrivastava, Yaman Kumar, Junyi Jessy Li, Debanjan Mahata, Rakesh Gosangi, Haimin Zhang, Rajiv Ratn Shah, Amanda Stent:
An Annotated Dataset of Discourse Modes in Hindi Stories. LREC 2020: 1191-1196 - [i20]Shivam Rustagi, Aakash Garg, Pranay Raj Anand, Rajesh Kumar, Yaman Kumar, Rajiv Ratn Shah:
Touchless Typing using Head Movement-based Gestures. CoRR abs/2001.09134 (2020) - [i19]Manraj Singh Grover, Yaman Kumar, Sumit Sarin, Payman Vafaee, Mika Hama, Rajiv Ratn Shah:
Multi-modal Automated Speech Scoring using Attention Fusion. CoRR abs/2005.08182 (2020) - [i18]Manraj Singh Grover, Pakhi Bamdev, Yaman Kumar, Mika Hama, Rajiv Ratn Shah:
audino: A Modern Annotation Tool for Audio and Speech. CoRR abs/2006.05236 (2020) - [i17]Dhruva Sahrawat, Yaman Kumar, Shashwat Aggarwal, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
"Notic My Speech" - Blending Speech Patterns With Multimedia. CoRR abs/2006.08599 (2020) - [i16]Yaman Kumar, Mehar Bhatia, Anubha Kabra, Junyi Jessy Li, Di Jin, Rajiv Ratn Shah:
Calling Out Bluff: Attacking the Robustness of Automatic Scoring Systems with Simple Adversarial Testing. CoRR abs/2007.06796 (2020) - [i15]Aradhya Neeraj Mathur, Devansh Batra, Yaman Kumar, Rajiv Ratn Shah, Roger Zimmermann, Amanda Stent:
LIFI: Towards Linguistically Informed Frame Interpolation. CoRR abs/2010.16078 (2020) - [i14]Yaman Kumar, Swati Aggarwal, Debanjan Mahata, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Roger Zimmermann:
Get It Scored Using AutoSAS - An Automated System for Scoring Short Answers. CoRR abs/2012.11243 (2020) - [i13]Swapnil Parekh, Yaman Kumar Singla, Changyou Chen, Junyi Jessy Li, Rajiv Ratn Shah:
My Teacher Thinks The World Is Flat! Interpreting Automatic Essay Scoring Mechanism. CoRR abs/2012.13872 (2020)
2010 – 2019
- 2019
- [c12]Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann:
Lipper: Synthesizing Thy Speech Using Multi-View Lipreading. AAAI 2019: 2588-2595 - [c11]Yaman Kumar, Swati Aggarwal, Debanjan Mahata, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Roger Zimmermann:
Get IT Scored Using AutoSAS - An Automated System for Scoring Short Answers. AAAI 2019: 9662-9669 - [c10]Raghav Kapoor, Yaman Kumar, Kshitij Rajput, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Roger Zimmermann:
Mind Your Language: Abuse and Offense Detection for Code-Switched Languages. AAAI 2019: 9951-9952 - [c9]Khwaja Mohd. Salik, Swati Aggarwal, Yaman Kumar, Rajiv Ratn Shah, Rohit Jain, Roger Zimmermann:
Lipper: Speaker Independent Speech Synthesis Using Multi-View Lipreading. AAAI 2019: 10023-10024 - [c8]Shashwat Uttam, Yaman Kumar, Dhruva Sahrawat, Mansi Aggarwal, Rajiv Ratn Shah, Debanjan Mahata, Amanda Stent:
Hush-Hush Speak: Speech Reconstruction Using Silent Videos. INTERSPEECH 2019: 136-140 - [c7]Nilay Shrivastava, Astitwa Saxena, Yaman Kumar, Rajiv Ratn Shah, Amanda Stent, Debanjan Mahata, Preeti Kaur, Roger Zimmermann:
MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices. INTERSPEECH 2019: 2753-2757 - [c6]Debanjan Mahata, Haimin Zhang, Karan Uppal, Yaman Kumar, Rajiv Ratn Shah, Simra Shahid, Laiba Mehnaz, Sarthak Anand:
MIDAS at SemEval-2019 Task 6: Identifying Offensive Posts and Targeted Offense from Twitter. SemEval@NAACL-HLT 2019: 683-690 - [c5]Sarthak Anand, Debanjan Mahata, Kartik Aggarwal, Laiba Mehnaz, Simra Shahid, Haimin Zhang, Yaman Kumar, Rajiv Ratn Shah, Karan Uppal:
MIDAS at SemEval-2019 Task 9: Suggestion Mining from Online Reviews using ULMFit. SemEval@NAACL-HLT 2019: 1213-1217 - [c4]Debanjan Mahata, Sarthak Anand, Haimin Zhang, Simra Shahid, Laiba Mehnaz, Yaman Kumar, Rajiv Ratn Shah:
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter. SMM4H@ACL 2019: 127-132 - [i12]Yaman Kumar, Shubham Maheshwari, Dhruva Sahrawat, Praveen Jhanwar, Vipin Chaudhary, Rajiv Ratn Shah, Debanjan Mahata:
Harnessing GANs for Addition of New Classes in VSR. CoRR abs/1901.10139 (2019) - [i11]Haimin Zhang, Debanjan Mahata, Simra Shahid, Laiba Mehnaz, Sarthak Anand, Yaman Singla, Rajiv Ratn Shah, Karan Uppal:
Identifying Offensive Posts and Targeted Offense from Twitter. CoRR abs/1904.09072 (2019) - [i10]Sarthak Anand, Debanjan Mahata, Kartik Aggarwal, Laiba Mehnaz, Simra Shahid, Haimin Zhang, Yaman Kumar, Rajiv Ratn Shah, Karan Uppal:
Suggestion Mining from Online Reviews using ULMFiT. CoRR abs/1904.09076 (2019) - [i9]Nilay Shrivastava, Astitwa Saxena, Yaman Kumar, Preeti Kaur, Rajiv Ratn Shah, Debanjan Mahata:
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices. CoRR abs/1905.03968 (2019) - [i8]Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann:
Lipper: Synthesizing Thy Speech using Multi-View Lipreading. CoRR abs/1907.01367 (2019) - [i7]Yaman Kumar, Debanjan Mahata, Sagar Aggarwal, Anmol Chugh, Rajat Maheshwari, Rajiv Ratn Shah:
BHAAV- A Text Corpus for Emotion Analysis from Hindi Stories. CoRR abs/1910.04073 (2019) - [i6]Dhruva Sahrawat, Debanjan Mahata, Mayank Kulkarni, Haimin Zhang, Rakesh Gosangi, Amanda Stent, Agniv Sharma, Yaman Kumar, Rajiv Ratn Shah, Roger Zimmermann:
Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings. CoRR abs/1910.08840 (2019) - [i5]Jagriti Sikka, Kushal Satya, Yaman Kumar, Shagun Uppal, Rajiv Ratn Shah, Roger Zimmermann:
Learning based Methods for Code Runtime Complexity Prediction. CoRR abs/1911.01155 (2019) - 2018
- [c3]Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Roger Zimmermann, Yifang Yin:
MyLipper: A Personalized System for Speech Reconstruction using Multi-view Visual Feeds. ISM 2018: 159-166 - [c2]Yaman Kumar, Agniv Sharma, Abhigyan Khaund, Akash Kumar, Ponnurangam Kumaraguru, Rajiv Ratn Shah, Roger Zimmermann:
IceBreaker: Solving Cold Start Problem for Video Recommendation Engines. ISM 2018: 217-222 - [c1]Yaman Kumar, Mayank Aggarwal, Pratham Nawal, Shin'ichi Satoh, Rajiv Ratn Shah, Roger Zimmermann:
Harnessing AI for Speech Reconstruction using Multi-view Silent Video Feed. ACM Multimedia 2018: 1976-1983 - [i4]Yaman Kumar, Mayank Aggarwal, Pratham Nawal, Shin'ichi Satoh, Rajiv Ratn Shah, Roger Zimmermann:
Speech Reconstitution using Multi-view Silent Videos. CoRR abs/1807.00619 (2018) - [i3]Yaman Kumar, Agniv Sharma, Abhigyan Khaund, Akash Kumar, Ponnurangam Kumaraguru, Rajiv Ratn Shah:
IceBreaker: Solving Cold Start Problem for Video Recommendation Engines. CoRR abs/1808.05636 (2018) - [i2]Raghav Kapoor, Yaman Kumar, Kshitij Rajput, Rajiv Ratn Shah, Ponnurangam Kumaraguru, Roger Zimmermann:
Mind Your Language: Abuse and Offense Detection for Code-Switched Languages. CoRR abs/1809.08652 (2018) - [i1]Nupur Baghel, Yaman Kumar, Paavini Nanda, Rajiv Ratn Shah, Debanjan Mahata, Roger Zimmermann:
Kiki Kills: Identifying Dangerous Challenge Videos from Social Media. CoRR abs/1812.00399 (2018)
Coauthor Index
[c34] [c33] [c32] [i41] [j3] [j2] [j1] [c30] [c29] [c27] [c26] [i38] [i37] [i36] [i35] [i34] [i33] [i32] [c25] [c24] [c23] [c22] [c21] [c20] [i31] [i30] [i29] [c19] [c18] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [c17] [c16] [c15] [c14] [c13] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [c3] [c2] [c1] [i4] [i3] [i2] [i1]
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