Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions.

Mahnoosh Mehrabani Jason S. Lucas Ali Al-Lawati Mahjabin Nahar John Chen Mahnoosh Mehrabani Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions. EMNLP (Findings) 2025 3560-3599 conf/emnlp/2025f https://aclanthology.org/2025.findings-emnlp.191/ db/conf/emnlp/emnlp2025f.html#LucasANCM25 streams/conf/emnlp Ryan Price Mahnoosh Mehrabani Narendra Gupta Yeon-Jun Kim Shahab Jalalvand Minhua Chen Yanjie Zhao Srinivas Bangalore A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents. 63-71 2021 NAACL-HLT (Industry Papers) https://doi.org/10.18653/v1/2021.naacl-industry.9 conf/naacl/2021-2 db/conf/naacl/naacl2021-2.html#PriceMGKJCZB21 Ryan Price Mahnoosh Mehrabani Srinivas Bangalore Improved End-To-End Spoken Utterance Classification with a Self-Attention Acoustic Classifier. 8504-8508 2020 ICASSP https://doi.org/10.1109/ICASSP40776.2020.9054417 conf/icassp/2020 db/conf/icassp/icassp2020.html#PriceMB20 Mahnoosh Mehrabani David Thomson Benjamin Stern Practical Application of Domain Dependent Confidence Measurement for Spoken Language Understanding Systems. 185-192 2018 NAACL-HLT (3) https://doi.org/10.18653/v1/n18-3023 https://aclanthology.org/N18-3023/ conf/naacl/2018-3 db/conf/naacl/naacl2018-3.html#MehrabaniTS18

Mahnoosh Mehrabani John H. L. Hansen Automatic analysis of dialect/language sets. 277-286 2015 18 Int. J. Speech Technol. 3 https://doi.org/10.1007/s10772-014-9268-y https://www.wikidata.org/entity/Q59411726 db/journals/ijst/ijst18.html#MehrabaniH15

Mahnoosh Mehrabani Ozlem Kalinli Ruxin Chen Emotion clustering based on probabilistic linear discriminant analysis. 1314-1318 2015 INTERSPEECH https://doi.org/10.21437/Interspeech.2015-327 conf/interspeech/2015 db/conf/interspeech/interspeech2015.html#MehrabaniKC15 Mahnoosh Mehrabani Srinivas Bangalore Benjamin Stern Personalized speech recognition for Internet of Things. 369-374 2015 conf/wf-iot/2015 WF-IoT https://doi.org/10.1109/WF-IoT.2015.7389082 https://doi.ieeecomputersociety.org/10.1109/WF-IoT.2015.7389082 db/conf/wf-iot/wf-iot2015.html#MehrabaniBS15

Mahnoosh Mehrabani John H. L. Hansen Singing speaker clustering based on subspace learning in the GMM mean supervector space. 653-666 2013 55 Speech Commun. 5 https://doi.org/10.1016/j.specom.2012.11.001 db/journals/speech/speech55.html#MehrabaniH13

Mahnoosh Mehrabani Taniya Mishra Alistair Conkie Unsupervised prominence prediction for speech synthesis. 1559-1563 2013 INTERSPEECH https://doi.org/10.21437/Interspeech.2013-394 conf/interspeech/2013 db/conf/interspeech/interspeech2013.html#MehrabaniMC13 Mahnoosh Mehrabani John H. L. Hansen Dimensionality analysis of singing speech based on locality preserving projections. 2910-2914 2013 INTERSPEECH https://doi.org/10.21437/Interspeech.2013-650 conf/interspeech/2013 db/conf/interspeech/interspeech2013.html#MehrabaniH13 Mahnoosh Mehrabani Joseph Tepperman Emily Nava Nativeness Classification with Suprasegmental Features on the Accent Group Level. 2012 INTERSPEECH https://doi.org/10.21437/Interspeech.2012-553 conf/interspeech/2012 db/conf/interspeech/interspeech2012.html#MehrabaniTN12 2073-2076 Mahnoosh Mehrabani John H. L. Hansen Speaker Clustering for a Mixture of Singing and Reading. 2012 INTERSPEECH https://doi.org/10.21437/Interspeech.2012-593 conf/interspeech/2012 db/conf/interspeech/interspeech2012.html#MehrabaniH12 2258-2261 Abhijeet Sangwan Mahnoosh Mehrabani John H. L. Hansen Language identification using a combined articulatory prosody framework. 4400-4403 2011 ICASSP https://doi.org/10.1109/ICASSP.2011.5947329 conf/icassp/2011 db/conf/icassp/icassp2011.html#SangwanMH11 Mahnoosh Mehrabani John H. L. Hansen Language identification for singing. 4408-4411 2011 ICASSP https://doi.org/10.1109/ICASSP.2011.5947331 conf/icassp/2011 db/conf/icassp/icassp2011.html#MehrabaniH11 Abhijeet Sangwan Mahnoosh Mehrabani John H. L. Hansen Automatic language analysis and identification based on speech production knowledge. 5006-5009 2010 ICASSP https://doi.org/10.1109/ICASSP.2010.5495066 conf/icassp/2010 db/conf/icassp/icassp2010.html#SangwanMH10 Mahnoosh Mehrabani Hynek Boril John H. L. Hansen Dialect distance assessment method based on comparison of pitch pattern statistical models. 5158-5161 2010 ICASSP https://doi.org/10.1109/ICASSP.2010.5495019 conf/icassp/2010 db/conf/icassp/icassp2010.html#MehrabaniBH10 Mahnoosh Mehrabani John H. L. Hansen Dialect separation assessment using log-likelihood score distributions. 747-750 2008 INTERSPEECH https://doi.org/10.21437/Interspeech.2008-232 conf/interspeech/2008 db/conf/interspeech/interspeech2008.html#MehrabaniH08 Ali Al-Lawati Srinivas Bangalore Hynek Boril John Chen Minhua Chen Ruxin Chen Alistair Conkie Narendra Gupta John H. L. Hansen Shahab Jalalvand Ozlem Kalinli Yeon-Jun Kim Jason S. Lucas Taniya Mishra Mahjabin Nahar Emily Nava Ryan Price Abhijeet Sangwan Benjamin Stern Joseph Tepperman David Thomson Yanjie Zhao