2024

2023

2022

• Khasbage, Yash, Daniel Alcaraz Carrión, Jennifer Hinnell, Frankie Robertson, Karan Singla, Peter Uhrig, and Mark Turner. "The Red Hen Anonymizer and the Red Hen Protocol for de-identifying audiovisual recordings." Linguistics Vanguard (2022).

• Karan Singla, Daniel Pressel, Ryan Price, Bhargav Srinivas Chinnari, Yeon-Jun Kim, and Srinivas Bangalore. "Cross-stitched Multi-modal Encoders." arXiv preprint arXiv:2204.09227 (2022).

• Karan Singla, Shahab Jalalvand, Yeon-Jun Kim, Ryan Price, Daniel Pressel, and Srinivas Bangalore. "Seq-2-Seq based Refinement of ASR Output for Spoken Name Capture." arXiv preprint arXiv:2203.15833 (2022). (accepted at Interspeech 2022)

2021

• Chen, Zhuohao, Nikolaos Flemotomos, Karan Singla, Torrey A. Creed, David C. Atkins, and Shrikanth Narayanan. "An Automated Quality Evaluation Framework of Psychotherapy Conversations with Local Quality Estimates." arXiv preprint arXiv:2106.07922 (2021). Paper

• Flemotomos, Nikolaos, Victor R. Martinez, Zhuohao Chen, Karan Singla, Victor Ardulov, Raghuveer Peri, Derek D. Caperton et al. "Automated evaluation of psychotherapy skills using speech and language technologies." Behavior Research Methods (2021): 1-22. Paper

2020

• Martinez, Victor R., Krishna Somendapalli, Karan Singla, Anil Ramanakrishna, Yalda T. Uhls, and Shrikanth Narayanan. "Victim or Perpetrator? Analysis of Violent Characters Portrayals from Movie Scripts." arXiv preprint arXiv:2008.08225 (2020).

• Nikolaos Malandrakis, Victor Martinez, Anil Ramakrishna, Manoj Kumar, Karan Singla, Md Nasir, Shrikanth Narayanan. Behavioral Machine Intelligence with Language. (To appear). The Atlas of Language Analysis in Psychology. Book chapter

• Singla, Karan, Zhuohao Chen, David Atkins, and Shrikanth Narayanan. "Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations." In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 3797-3803. 2020.

• Singla, Karan, and Shrikanth Narayanan. "Multitask Learning for Darpa Lorelei’s Situation Frame Extraction Task." In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 8149-8153. IEEE, 2020.

• Chen, Z., and Karan Singla 2020. A label proportions estimation technique for adversarial domain adaptation in text classification. arXiv preprint arXiv:2003.07444.

2019

• Narayanan, Shrikanth, Victor Martinez Palacios, Anil Ramakrishna, Krishna Somandepalli, Nikolaos Malandrakis, and Karan Singla. "Linguistic analysis of differences in portrayal of movie characters." US Patent Number 10,956,679. Issue date 23rd March 2021

• Martinez, Victor R., Anil Ramakrishna, Ming-Chang Chiu, Karan Singla, and Shrikanth Narayanan. "A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPA's LORELEI project." In 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), pp. 1-6. IEEE, 2019.

• Martinez, Victor R., Krishna Somandepalli, Karan Singla, Anil Ramakrishna, Yalda T. Uhls, and Shrikanth Narayanan. "Violence rating prediction from movie scripts." In Proceedings of the AAAI Conference on Artificial Intelligence, vol. 33, no. 01, pp. 671-678. 2019.

• Chen, Zhuohao, Karan Singla, James Gibson, Dogan Can, Zac E. Imel, David C. Atkins, Panayiotis Georgiou, and Shrikanth Narayanan. "Improving the prediction of therapist behaviors in addiction counseling by exploiting class confusions." In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6605-6609. IEEE, 2019.

• Greer, Timothy, Karan Singla, Benjamin Ma, and Shrikanth Narayanan. "Learning shared vector representations of lyrics and chords in music." In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3951-3955. IEEE, 2019.

2018

• Tambe, Milind, and Eric Rice, eds. Artificial intelligence and social work. Cambridge University Press, 2018. Chapter 12 Book chapter

• Rusow, Joshua, Jacqueline Brixey, Rens Hoegen, Lan Wei, Karan Singla, and Xusen Yin. "Motivating Social Problem." Artificial Intelligence and Social Work (2018): 211.

• Singla, Karan, Zhuohao Chen, Nikolaos Flemotomos, James Gibson, Dogan Can, David C. Atkins, and Shrikanth S. Narayanan. "Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy." In Interspeech, pp. 3413-3417. 2018.

• Singla, Karan, Doğan Can, and Shrikanth Narayanan. "A multi-task approach to learning multilingual representations." In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp. 214-220. 2018.

2017

• Brixey, Jacqueline, Rens Hoegen, Wei Lan, Joshua Rusow, Karan Singla, Xusen Yin, Ron Artstein, and Anton Leuski. "Shihbot: A facebook chatbot for sexual health information on hiv/aids." In Proceedings of the 18th annual SIGdial meeting on discourse and dialogue, pp. 370-373. 2017.

• Ramakrishna, Anil, Victor R. Martínez, Nikolaos Malandrakis, Karan Singla, and Shrikanth Narayanan. "Linguistic analysis of differences in portrayal of movie characters." In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 1669-1678. 2017.

• Singla, Karan, Evgeny Stepanov, Ali Orkan Bayer, Giuseppe Carenini, and Giuseppe Riccardi. "Automatic community creation for abstractive spoken conversations summarization." In Proceedings of the Workshop on New Frontiers in Summarization, pp. 43-47. 2017.

2015

• Stepanov, Evgeny, Benoit Favre, Firoj Alam, S. Chowdhury, Karan Singla, Jeremy Trione, Frederic Béchet, and Giuseppe Riccardi. "Automatic summarization of call-center conversations." In In Proc. of the IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2015). 2015.

• Tammewar, Aniruddha, Karan Singla, Bhasha Agrawal, Riyaz Bhat, and Dipti Misra Sharma. "Can distributed word embeddings be an alternative to costly linguistic features: A study on parsing hindi." In Proceedings of the 6th Workshop on Statistical Parsing of Morphologically Rich Languages (SPMRL 2015), pp. 21-30. 2015.

2014

• Singla, Karan, David Orrego-Carmona, Ashleigh Rhea Gonzales, Michael Carl, and Srinivas Bangalore. "Predicting post-editor profiles from the translation process." In Proceedings of the Workshop on Interactive and Adaptive Machine Translation, AMTA Workshop, pp. 51-60. 2013.

• Singla, Karan, Kunal Sachdeva, Srinivas Bangalore, Dipti Misra Sharma, and Diksha Yadav. "Reducing the impact of data sparsity in statistical machine translation." In Proceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation, pp. 51-56. 2014.

• Singla, Karan, Anupam Singh, Nishkarsh Shastri, Megha Jhunjhunwala, Srinivas Bangalore, and Dipti Misra Sharma. "Exploring system combination approaches for Indo-Aryan MT systems." In Proceedings of the EMNLP’2014 Workshop on Language Technology for Closely Related Languages and Language Variants, pp. 85-91. 2014.

• Garcia-Martinez, Mercedes, Karan Singla, Aniruddha Tammewar, Bartolomé Mesa-Lao, Ankita Thakur, M. A. Anusuya, Srinivas Banglore, and Michael Carl. "SEECAT: Speech & Eye-tracking Enabled Computer Assisted Translation." In European Association for Machine Translation: EAMT, pp. 81-88. 2014.

2013

• Tammewar, Aniruddha, Karan Singla, Srinivas Bangalore, and Michael Carl. "Enhancing asr by mt using semantic information from hindiwordnet." In Proceedings of ICON-2013: 10th International Conference on Natural Language Processing. 2013.

2012

• Jain, Naman, Karan Singla, Aniruddha Tammewar, and Sambhav Jain. "Two-stage approach for hindi dependency parsing using maltparser." In Proceedings of the Workshop on Machine Translation and Parsing in Indian Languages, pp. 163-170. 2012.