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- affiliation: IBM Research AI, New Delhi, India
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2020 – today
- 2024
[c30]Daniel McDuff, Tim Korjakow, Scott Cambo, Jesse Josua Benjamin, Jenny Lee, Yacine Jernite, Carlos Muñoz Ferrandis, Aaron Gokaslan, Alek Tarkowski, Joseph Lindley, A. Feder Cooper, Danish Contractor:
Position: Standardization of Behavioral Use Clauses is Necessary for the Adoption of Responsible Licensing of AI. ICML 2024- [i20]Daniel McDuff, Tim Korjakow, Scott Cambo, Jesse Josua Benjamin, Jenny Lee, Yacine Jernite, Carlos Muñoz Ferrandis, Aaron Gokaslan, Alek Tarkowski, Joseph Lindley, A. Feder Cooper, Danish Contractor:
On the Standardization of Behavioral Use Clauses and Their Adoption for Responsible Licensing of AI. CoRR abs/2402.05979 (2024) - [i19]Young-Suk Lee, Chulaka Gunasekara, Danish Contractor, Ramón Fernandez Astudillo, Radu Florian:
Multi-Document Grounded Multi-Turn Synthetic Dialog Generation. CoRR abs/2409.11500 (2024) - [i18]Rudra Murthy, Prince Kumar, Praveen Venkateswaran, Danish Contractor:
Evaluating the Instruction-following Abilities of Language Models using Knowledge Tasks. CoRR abs/2410.12972 (2024) - [i17]David Yunis, Siyu Huo, Chulaka Gunasekara, Danish Contractor:
Reducing the Scope of Language Models with Circuit Breakers. CoRR abs/2410.21597 (2024) - 2023
- [j5]Raymond Li, Loubna Ben Allal, Yangtian Zi, Niklas Muennighoff, Denis Kocetkov, Chenghao Mou, Marc Marone, Christopher Akiki, Jia Li, Jenny Chim, Qian Liu, Evgenii Zheltonozhskii, Terry Yue Zhuo, Thomas Wang, Olivier Dehaene, Mishig Davaadorj, Joel Lamy-Poirier, João Monteiro, Oleh Shliazhko, Nicolas Gontier, Nicholas Meade, Armel Zebaze, Ming-Ho Yee, Logesh Kumar Umapathi, Jian Zhu, Benjamin Lipkin, Muhtasham Oblokulov, Zhiruo Wang, Rudra Murthy V, Jason T. Stillerman, Siva Sankalp Patel, Dmitry Abulkhanov, Marco Zocca, Manan Dey, Zhihan Zhang, Nour Fahmy, Urvashi Bhattacharyya, Wenhao Yu, Swayam Singh, Sasha Luccioni, Paulo Villegas, Maxim Kunakov, Fedor Zhdanov, Manuel Romero, Tony Lee, Nadav Timor, Jennifer Ding, Claire Schlesinger, Hailey Schoelkopf, Jan Ebert, Tri Dao, Mayank Mishra, Alex Gu, Jennifer Robinson, Carolyn Jane Anderson, Brendan Dolan-Gavitt, Danish Contractor, Siva Reddy, Daniel Fried, Dzmitry Bahdanau, Yacine Jernite, Carlos Muñoz Ferrandis, Sean Hughes, Thomas Wolf, Arjun Guha, Leandro von Werra, Harm de Vries:
StarCoder: may the source be with you! Trans. Mach. Learn. Res. 2023 (2023) - [c29]Mayank Mishra, Danish Contractor, Dinesh Raghu:
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog. EACL (Findings) 2023: 1733-1742 - [c28]Rudra Murthy V, Riyaz Bhat, Chulaka Gunasekara, Siva Sankalp Patel, Hui Wan, Tejas I. Dhamecha, Danish Contractor, Marina Danilevsky:
Semi-Structured Object Sequence Encoders. EMNLP (Findings) 2023: 9026-9039 - [c27]Mayank Mishra, Prince Kumar, Riyaz Bhat, Rudra Murthy V, Danish Contractor, Srikanth Tamilselvam:
Prompting with Pseudo-Code Instructions. EMNLP 2023: 15178-15197 - [i16]Rudra Murthy V, Riyaz Bhat, R. Chulaka Gunasekara, Siva Sankalp Patel, Hui Wan, Tejas Indulal Dhamecha, Danish Contractor, Marina Danilevsky:
Semi-Structured Object Sequence Encoders. CoRR abs/2301.01015 (2023) - [i15]Loubna Ben Allal, Raymond Li, Denis Kocetkov, Chenghao Mou, Christopher Akiki, Carlos Muñoz Ferrandis, Niklas Muennighoff, Mayank Mishra, Alex Gu, Manan Dey, Logesh Kumar Umapathi, Carolyn Jane Anderson, Yangtian Zi, Joel Lamy-Poirier, Hailey Schoelkopf, Sergey Troshin, Dmitry Abulkhanov, Manuel Romero, Michael Lappert, Francesco De Toni, Bernardo García del Río, Qian Liu, Shamik Bose, Urvashi Bhattacharyya, Terry Yue Zhuo, Ian Yu, Paulo Villegas, Marco Zocca
, Sourab Mangrulkar, David Lansky, Huu Nguyen, Danish Contractor, Luis Villa, Jia Li, Dzmitry Bahdanau, Yacine Jernite, Sean Hughes, Daniel Fried, Arjun Guha, Harm de Vries, Leandro von Werra:
SantaCoder: don't reach for the stars! CoRR abs/2301.03988 (2023) - [i14]Raymond Li, Loubna Ben Allal, Yangtian Zi, Niklas Muennighoff, Denis Kocetkov, Chenghao Mou, Marc Marone, Christopher Akiki, Jia Li, Jenny Chim, Qian Liu, Evgenii Zheltonozhskii, Terry Yue Zhuo, Thomas Wang, Olivier Dehaene, Mishig Davaadorj, Joel Lamy-Poirier, João Monteiro, Oleh Shliazhko, Nicolas Gontier, Nicholas Meade, Armel Zebaze, Ming-Ho Yee, Logesh Kumar Umapathi, Jian Zhu, Benjamin Lipkin, Muhtasham Oblokulov, Zhiruo Wang, Rudra Murthy V, Jason Stillerman, Siva Sankalp Patel, Dmitry Abulkhanov, Marco Zocca, Manan Dey, Zhihan Zhang, Nour Moustafa-Fahmy, Urvashi Bhattacharyya, Wenhao Yu, Swayam Singh, Sasha Luccioni, Paulo Villegas, Maxim Kunakov, Fedor Zhdanov, Manuel Romero, Tony Lee, Nadav Timor, Jennifer Ding, Claire Schlesinger, Hailey Schoelkopf, Jan Ebert, Tri Dao, Mayank Mishra, Alex Gu, Jennifer Robinson, Carolyn Jane Anderson, Brendan Dolan-Gavitt, Danish Contractor, Siva Reddy, Daniel Fried, Dzmitry Bahdanau, Yacine Jernite, Carlos Muñoz Ferrandis, Sean Hughes, Thomas Wolf, Arjun Guha, Leandro von Werra, Harm de Vries:
StarCoder: may the source be with you! CoRR abs/2305.06161 (2023) - [i13]Mayank Mishra, Prince Kumar, Riyaz Bhat, Rudra Murthy V, Danish Contractor, Srikanth Tamilselvam:
Prompting with Pseudo-Code Instructions. CoRR abs/2305.11790 (2023) - 2022
- [c26]Gaurav Pandey, Danish Contractor, Sachindra Joshi:
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings. EMNLP (Findings) 2022: 3273-3287 - [c25]Danish Contractor, Daniel McDuff, Julia Katherine Haines, Jenny Lee, Christopher Hines, Brent J. Hecht, Nicholas Vincent, Hanlin Li:
Behavioral Use Licensing for Responsible AI. FAccT 2022: 778-788 - [c24]Mayank Mishra, Dhiraj Madan, Gaurav Pandey, Danish Contractor:
Variational Learning for Unsupervised Knowledge Grounded Dialogs. IJCAI 2022: 4303-4309 - [i12]Gaurav Pandey, Danish Contractor, Sachindra Joshi:
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings. CoRR abs/2204.02710 (2022) - [i11]Mayank Mishra, Danish Contractor, Dinesh Raghu:
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog. CoRR abs/2210.07295 (2022) - 2021
- [j4]Danish Contractor, Barun Patra, Mausam, Parag Singla:
Constrained BERT BiLSTM CRF for understanding multi-sentence entity-seeking questions. Nat. Lang. Eng. 27(1): 65-87 (2021) - [c23]Pankaj Dhoolia, Vineet Kumar, Danish Contractor, Sachindra Joshi:
Bootstrapping Dialog Models from Human to Human Conversation Logs. AAAI 2021: 16024-16025 - [c22]Danish Contractor, Krunal Shah, Aditi Partap, Parag Singla, Mausam:
Answering POI-recommendation Questions using Tourism Reviews. CIKM 2021: 281-291 - [c21]Biswesh Mohapatra, Gaurav Pandey, Danish Contractor, Sachindra Joshi:
Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions. EMNLP (Findings) 2021: 1190-1203 - [c20]Danish Contractor, Shashank Goel, Mausam, Parag Singla:
Joint Spatio-Textual Reasoning for Answering Tourism Questions. WWW 2021: 1978-1989 - [i10]Mayank Mishra, Dhiraj Madan, Gaurav Pandey, Danish Contractor:
Variational Learning for Unsupervised Knowledge Grounded Dialogs. CoRR abs/2112.00653 (2021) - [i9]Brent J. Hecht, Lauren Wilcox, Jeffrey P. Bigham, Johannes Schöning, Ehsan Hoque, Jason Ernst, Yonatan Bisk, Luigi De Russis, Lana Yarosh, Bushra Anjum, Danish Contractor, Cathy Wu:
It's Time to Do Something: Mitigating the Negative Impacts of Computing Through a Change to the Peer Review Process. CoRR abs/2112.09544 (2021) - 2020
- [c19]Kshitij Fadnis, Nathaniel Mills, Jatin Ganhotra, Haggai Roitman, Gaurav Pandey, Doron Cohen, Yosi Mass, Shai Erera, R. Chulaka Gunasekara, Danish Contractor, Siva Sankalp Patel, Q. Vera Liao, Sachindra Joshi, Luis A. Lastras, David Konopnicki:
Agent Assist through Conversation Analysis. EMNLP (Demos) 2020: 151-157 - [c18]Nikhil Verma, Abhishek Sharma, Dhiraj Madan, Danish Contractor, Harshit Kumar, Sachindra Joshi:
Neural Conversational QA: Learning to Reason vs Exploiting Patterns. EMNLP (1) 2020: 7263-7269 - [i8]Danish Contractor, Shashank Goel, Mausam, Parag Singla:
Joint Spatio-Textual Reasoning for Answering Tourism Questions. CoRR abs/2009.13613 (2020) - [i7]Biswesh Mohapatra, Gaurav Pandey, Danish Contractor, Sachindra Joshi:
Simulated Chats for Task-oriented Dialog: Learning to Generate Conversations from Instructions. CoRR abs/2010.10216 (2020) - [i6]Danish Contractor, Daniel McDuff, Julia Katherine Haines, Jenny Lee, Christopher Hines, Brent J. Hecht:
Behavioral Use Licensing for Responsible AI. CoRR abs/2011.03116 (2020)
2010 – 2019
- 2019
- [c17]Revanth Reddy, Danish Contractor, Dinesh Raghu, Sachindra Joshi:
Multi-Level Memory for Task Oriented Dialogs. NAACL-HLT (1) 2019: 3744-3754 - [i5]Danish Contractor, Krunal Shah, Aditi Partap, Mausam, Parag Singla:
Large Scale Question Answering using Tourism Data. CoRR abs/1909.03527 (2019) - [i4]Abhishek Sharma, Danish Contractor, Harshit Kumar, Sachindra Joshi:
Neural Conversational QA: Learning to Reason v.s. Exploiting Patterns. CoRR abs/1909.03759 (2019) - 2018
- [c16]Gaurav Pandey, Danish Contractor, Vineet Kumar, Sachindra Joshi:
Exemplar Encoder-Decoder for Neural Conversation Generation. ACL (1) 2018: 1329-1338 - [c15]Khoi-Nguyen Tran, Jey Han Lau, Danish Contractor, Utkarsh Gupta, Bikram Sengupta, Christopher J. Butler, Mukesh K. Mohania:
Document Chunking and Learning Objective Generation for Instruction Design. EDM 2018 - [i3]Danish Contractor, Barun Patra, Mausam, Parag Singla:
Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism. CoRR abs/1801.01825 (2018) - [i2]Khoi-Nguyen Tran, Jey Han Lau, Danish Contractor, Utkarsh Gupta, Bikram Sengupta, Christopher J. Butler, Mukesh K. Mohania:
Document Chunking and Learning Objective Generation for Instruction Design. CoRR abs/1806.01351 (2018) - [i1]Revanth Reddy, Danish Contractor, Dinesh Raghu, Sachindra Joshi:
Multi-level Memory for Task Oriented Dialogs. CoRR abs/1810.10647 (2018) - 2016
- [c14]Divyanshu Bhartiya, Danish Contractor, Sovan Biswas, Bikram Sengupta, Mukesh K. Mohania:
Document Segmentation for Labeling with Academic Learning Objectives. EDM 2016: 282-287 - [c13]Danish Contractor, Parag Singla, Mausam:
Entity-balanced Gaussian pLSA for Automated Comparison. HLT-NAACL 2016: 69-79 - 2015
- [j3]Danish Contractor, Sumit Negi, Kashyap Popat, Shajith Ikbal, Bhanu Prasad, S. Vedula, S. Kakaraparthy, Bikram Sengupta, V. Kumar:
Smarter learning content management using the Learning Content Hub. IBM J. Res. Dev. 59(6) (2015) - [j2]Juliet Mutahi, Oliver Bent, Andrew Kinai, Komminist Weldemariam, Bikram Sengupta, Danish Contractor:
Seamless blended learning using the Cognitive Learning Companion: A systemic view. IBM J. Res. Dev. 59(6) (2015) - [c12]Danish Contractor, Bhupesh Chawda, Sameep Mehta, L. Venkata Subramaniam, Tanveer A. Faruquie:
Tracking Political Elections on Social Media: Applications and Experience. IJCAI 2015: 2320-2326 - [c11]Danish Contractor, Kashyap Popat, Shajith Ikbal, Sumit Negi, Bikram Sengupta, Mukesh K. Mohania:
Labeling Educational Content with Academic Learning Standards. SDM 2015: 136-144 - 2013
- [c10]Meena Nagarajan, Danish Contractor, Stephen Dill, Jitendra Ajmera, Hyung-Il Ahn, Ashish Verma, Matthew Denesuk:
Content Analytics System for Social Customer Relationship Management. ICWSM 2013 - [c9]Jitendra Ajmera, Hyung-Il Ahn, Meena Nagarajan, Ashish Verma, Danish Contractor, Stephen Dill, Matthew Denesuk:
A CRM system for social media: challenges and experiences. WWW 2013: 49-58 - [c8]Danish Contractor, Tanveer A. Faruquie:
Understanding election candidate approval ratings using social media data. WWW (Companion Volume) 2013: 189-190 - [e1]Prasenjit Majumder, Mandar Mitra, Pushpak Bhattacharyya, L. Venkata Subramaniam, Danish Contractor, Paolo Rosso:
Multilingual Information Access in South Asian Languages - Second International Workshop, FIRE 2010, Gandhinagar, India, February 19-21, 2010 and Third International Workshop, FIRE 2011, Bombay, India, December 2-4, 2011, Revised Selected Papers. Lecture Notes in Computer Science 7536, Springer 2013, ISBN 978-3-642-40086-5 [contents] - 2012
- [c7]Danish Contractor, Yufan Guo, Anna Korhonen:
Using Argumentative Zones for Extractive Summarization of Scientific Articles. COLING 2012: 663-678 - [c6]Mrinmaya Sachan, Danish Contractor, Tanveer A. Faruquie, L. Venkata Subramaniam:
Using content and interactions for discovering communities in social networks. WWW 2012: 331-340 - 2011
- [j1]Sachindra Joshi, Danish Contractor, Kenney Ng, Prasad M. Deshpande, Thomas Hampp:
Auto-Grouping Emails For Faster E-Discovery. Proc. VLDB Endow. 4(12): 1284-1294 (2011) - [c5]Mrinmaya Sachan, Danish Contractor, Tanveer A. Faruquie, L. Venkata Subramaniam:
Probabilistic model for discovering topic based communities in social networks. CIKM 2011: 2349-2352 - [c4]Danish Contractor, L. Venkata Subramaniam, P. Deepak, Ankush Mittal:
Text Retrieval Using SMS Queries: Datasets and Overview of FIRE 2011 Track on SMS-Based FAQ Retrieval. FIRE 2011: 86-99 - [c3]Sachindra Joshi, Danish Contractor, Sumit Negi:
Labeling Unlabeled Data using Cross-Language Guided Clustering. IJCNLP 2011: 383-391 - 2010
- [c2]Danish Contractor, Tanveer A. Faruquie, L. Venkata Subramaniam:
Unsupervised cleansing of noisy text. COLING (Posters) 2010: 189-196 - [c1]Danish Contractor, Govind Kothari, Tanveer A. Faruquie, L. Venkata Subramaniam, Sumit Negi:
Handling Noisy Queries in Cross Language FAQ Retrieval. EMNLP 2010: 87-96
Coauthor Index
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