Karan Singla

According to our database, Karan Singla authored at least 23 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

E2E Spoken Entity Extraction for Virtual Agents.

Karan Singla, Yeon-Jun Kim, Srinivas Bangalore

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

2022

An automated quality evaluation framework of psychotherapy conversations with local quality estimates.

Zhuohao Chen, Nikolaos Flemotomos, Karan Singla, Torrey A. Creed, David C. Atkins, Shrikanth Narayanan

Comput. Speech Lang., 2022

Cross-stitched Multi-modal Encoders.

Karan Singla, Daniel Pressel, Ryan Price, Bhargav Srinivas Chinnari, Yeon-Jun Kim, Srinivas Bangalore

CoRR, 2022

Seq-2-Seq based Refinement of ASR Output for Spoken Name Capture.

Karan Singla, Shahab Jalalvand, Yeon-Jun Kim, Ryan Price, Daniel Pressel, Srinivas Bangalore

Proceedings of the Interspeech 2022, 2022

2021

"Am I A Good Therapist?" Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies.

Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen, Karan Singla, Victor Ardulov, Raghuveer Peri, Derek D. Caperton, James Gibson, Michael J. Tanana, Panayiotis G. Georgiou, Jake Van Epps, Sarah P. Lord, Tad Hirsch, Zac E. Imel, David C. Atkins, Shrikanth Narayanan

CoRR, 2021

2020

Victim or Perpetrator? Analysis of Violent Characters Portrayals from Movie Scripts.

Victor R. Martinez, Krishna Somandepalli, Karan Singla, Anil Ramakrishna, Yalda T. Uhls, Shrikanth Narayanan

CoRR, 2020

A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification.

Zhuohao Chen, Karan Singla, David C. Atkins, Zac E. Imel, Shrikanth Narayanan

CoRR, 2020

Multitask Learning for Darpa Lorelei's Situation Frame Extraction Task.

Karan Singla, Shrikanth Narayanan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations.

Karan Singla, Zhuohao Chen, David C. Atkins, Shrikanth Narayanan

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPAs LORELEI project.

Victor R. Martinez, Anil Ramakrishna, Ming-Chang Chiu, Karan Singla, Shrikanth S. Narayanan

CoRR, 2019

Learning Shared Vector Representations of Lyrics and Chords in Music.

Timothy Greer, Karan Singla, Benjamin Ma, Shrikanth S. Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2019

Improving the Prediction of Therapist Behaviors in Addiction Counseling by Exploiting Class Confusions.

Zhuohao Chen, Karan Singla, James Gibson, Dogan Can, Zac E. Imel, David C. Atkins, Panayiotis G. Georgiou, Shrikanth S. Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2019

A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPA's LORELEI project.

Victor R. Martinez, Anil Ramakrishna, Ming-Chang Chiu, Karan Singla, Shrikanth S. Narayanan

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

Violence Rating Prediction from Movie Scripts.

Victor R. Martinez, Krishna Somandepalli, Karan Singla, Anil Ramakrishna, Yalda T. Uhls, Shrikanth S. Narayanan

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

IoT, big data and HPC based smart flood management framework.

Sandeep K. Sood, Rajinder Sandhu, Karan Singla, Victor Chang

Sustain. Comput. Informatics Syst., 2018

Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy.

Karan Singla, Zhuohao Chen, Nikolaos Flemotomos, James Gibson, Dogan Can, David C. Atkins, Shrikanth S. Narayanan

Proceedings of the Interspeech 2018, 2018

A Multi-task Approach to Learning Multilingual Representations.

Karan Singla, Dogan Can, Shrikanth S. Narayanan

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

SHIHbot: A Facebook chatbot for Sexual Health Information on HIV/AIDS.

Jacqueline Brixey, Rens Hoegen, Wei Lan, Joshua Rusow, Karan Singla, Xusen Yin, Ron Artstein, Anton Leuski

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Automatic Community Creation for Abstractive Spoken Conversations Summarization.

Karan Singla, Evgeny A. Stepanov, Ali Orkan Bayer, Giuseppe Carenini, Giuseppe Riccardi

Proceedings of the Workshop on New Frontiers in Summarization, 2017

Linguistic analysis of differences in portrayal of movie characters.

Anil Ramakrishna, Victor R. Martinez, Nikolaos Malandrakis, Karan Singla, Shrikanth S. Narayanan

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2014

Reducing the Impact of Data Sparsity in Statistical Machine Translation.

Karan Singla, Kunal Sachdeva, Srinivas Bangalore, Dipti Misra Sharma, Diksha Yadav

Proceedings of SSST@EMNLP 2014, 2014

SEECAT: ASR & Eye-tracking enabled computer-assisted translation.

Mercedes García-Martínez, Karan Singla, Aniruddha Tammewar, Bartolomé Mesa-Lao, Ankita Thakur, Anusuya M. A., Srinivas Bangalore, Michael Carl

Proceedings of the 17th Annual conference of the European Association for Machine Translation, 2014

Predicting post-editor profiles from the translation process.

Karan Singla, David Orrego-Carmona, Ashleigh Rhea Gonzales, Michael Carl, Srinivas Bangalore

Proceedings of the Workshop on Interactive and Adaptive Machine Translation, 2014