Overview of the Ninth Dialog System Technology Challenge: DSTC9.

Maxine Eskénazi http://www.cs.cmu.edu/~max/ Carnegie Mellon University, Language Technologies Institute

R. Chulaka Gunasekara Seokhwan Kim Luis Fernando D'Haro Abhinav Rastogi Yun-Nung Chen Mihail Eric Behnam Hedayatnia Karthik Gopalakrishnan 0001 Yang Liu 0004 Chao-Wei Huang Dilek Hakkani-Tür Jinchao Li Qi Zhu 0007 Lingxiao Luo Lars Liden Kaili Huang Shahin Shayandeh Runze Liang Baolin Peng Zheng Zhang 0020 Swadheen Shukla Minlie Huang Jianfeng Gao 0001 Shikib Mehri Yulan Feng Carla Gordon Seyed Hossein Alavi David R. Traum Maxine Eskénazi Ahmad Beirami Eunjoon Cho Paul A. Crook Ankita De Alborz Geramifard Satwik Kottur Seungwhan Moon Shivani Poddar Rajen Subba Overview of the Ninth Dialog System Technology Challenge: DSTC9. 4066-4076 2024 32 IEEE ACM Trans. Audio Speech Lang. Process. https://doi.org/10.1109/TASLP.2024.3426331 db/journals/taslp/taslp32.html#GunasekaraKDRCEHGLHHLZL24 streams/journals/taslp

Jessica Huynh Cathy Jiao Prakhar Gupta Shikib Mehri Payal Bajaj Vishrav Chaudhary Maxine Eskénazi Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation. 2023 abs/2301.12004 CoRR https://doi.org/10.48550/arXiv.2301.12004 db/journals/corr/corr2301.html#abs-2301-12004

Prakhar Gupta Cathy Jiao Yi-Ting Yeh Shikib Mehri Maxine Eskénazi Jeffrey P. Bigham InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning. 505-525 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.33 https://aclanthology.org/2022.emnlp-main.33 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#GuptaJYMEB22 Jessica Huynh Ting-Rui Chiang Jeffrey P. Bigham Maxine Eskénazi DialCrowd 2.0: A Quality-Focused Dialog System Crowdsourcing Toolkit. 1256-1263 2022 LREC https://aclanthology.org/2022.lrec-1.134 conf/lrec/2022 db/conf/lrec/lrec2022.html#HuynhCBE22 Shikib Mehri Yulan Feng Carla Gordon Seyed Hossein Alavi David R. Traum Maxine Eskénazi Interactive Evaluation of Dialog Track at DSTC9. 5731-5738 2022 LREC https://aclanthology.org/2022.lrec-1.616 conf/lrec/2022 db/conf/lrec/lrec2022.html#MehriFGATE22 Jessica Huynh Shikib Mehri Cathy Jiao Maxine Eskénazi The DialPort tools. 101-106 2022 SIGDIAL https://doi.org/10.18653/v1/2022.sigdial-1.11 https://aclanthology.org/2022.sigdial-1.11 conf/sigdial/2022 db/conf/sigdial/sigdial2022.html#HuynhMJE22 Shikib Mehri Yasemin Altun Maxine Eskénazi LAD: Language Models as Data for Zero-Shot Dialog. 595-604 2022 SIGDIAL https://doi.org/10.18653/v1/2022.sigdial-1.55 https://aclanthology.org/2022.sigdial-1.55 conf/sigdial/2022 db/conf/sigdial/sigdial2022.html#MehriAE22

Shikib Mehri Jinho Choi Luis Fernando D'Haro Jan Deriu Maxine Eskénazi Milica Gasic Kallirroi Georgila Dilek Hakkani-Tur Zekang Li Verena Rieser Samira Shaikh David R. Traum Yi-Ting Yeh Zhou Yu 0005 Yizhe Zhang 0002 Chen Zhang 0020 Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges. 2022 abs/2203.10012 CoRR https://doi.org/10.48550/arXiv.2203.10012 db/journals/corr/corr2203.html#abs-2203-10012

Prakhar Gupta Cathy Jiao Yi-Ting Yeh Shikib Mehri Maxine Eskénazi Jeffrey P. Bigham Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning. 2022 abs/2205.12673 CoRR https://doi.org/10.48550/arXiv.2205.12673 db/journals/corr/corr2205.html#abs-2205-12673

Jessica Huynh Ting-Rui Chiang Jeffrey P. Bigham Maxine Eskénazi DialCrowd 2.0: A Quality-Focused Dialog System Crowdsourcing Toolkit. 2022 abs/2207.12551 CoRR https://doi.org/10.48550/arXiv.2207.12551 db/journals/corr/corr2207.html#abs-2207-12551

Shikib Mehri Yasemin Altun Maxine Eskénazi LAD: Language Models as Data for Zero-Shot Dialog. 2022 abs/2207.14393 CoRR https://doi.org/10.48550/arXiv.2207.14393 db/journals/corr/corr2207.html#abs-2207-14393

Shikib Mehri Yulan Feng Carla Gordon Seyed Hossein Alavi David R. Traum Maxine Eskénazi Interactive Evaluation of Dialog Track at DSTC9. 2022 abs/2207.14403 CoRR https://doi.org/10.48550/arXiv.2207.14403 db/journals/corr/corr2207.html#abs-2207-14403

Jessica Huynh Shikib Mehri Cathy Jiao Maxine Eskénazi The DialPort tools. 2022 abs/2208.10918 CoRR https://doi.org/10.48550/arXiv.2208.10918 db/journals/corr/corr2208.html#abs-2208-10918

Shikib Mehri Maxine Eskénazi GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling. 489-498 2021 SIGDIAL https://doi.org/10.18653/v1/2021.sigdial-1.51 https://aclanthology.org/2021.sigdial-1.51 conf/sigdial/2021 db/conf/sigdial/sigdial2021.html#MehriE21 Shikib Mehri Maxine Eskénazi Schema-Guided Paradigm for Zero-Shot Dialog. 499-508 2021 SIGDIAL https://doi.org/10.18653/v1/2021.sigdial-1.52 https://aclanthology.org/2021.sigdial-1.52 conf/sigdial/2021 db/conf/sigdial/sigdial2021.html#MehriE21a Yulan Feng Alan W. Black Maxine Eskénazi Towards Automatic Route Description Unification in Spoken Dialog Systems. 685-692 2021 SLT https://doi.org/10.1109/SLT48900.2021.9383465 conf/slt/2021 db/conf/slt/slt2021.html#FengBE21

Yi-Ting Yeh Maxine Eskénazi Shikib Mehri A Comprehensive Assessment of Dialog Evaluation Metrics. 2021 abs/2106.03706 CoRR https://arxiv.org/abs/2106.03706 db/journals/corr/corr2106.html#abs-2106-03706

Shikib Mehri Maxine Eskénazi GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling. 2021 abs/2106.07055 CoRR https://arxiv.org/abs/2106.07055 db/journals/corr/corr2106.html#abs-2106-07055

Shikib Mehri Maxine Eskénazi Schema-Guided Paradigm for Zero-Shot Dialog. 2021 abs/2106.07056 CoRR https://arxiv.org/abs/2106.07056 db/journals/corr/corr2106.html#abs-2106-07056

Jessica Huynh Jeffrey P. Bigham Maxine Eskénazi A Survey of NLP-Related Crowdsourcing HITs: what works and what does not. 2021 abs/2111.05241 CoRR https://arxiv.org/abs/2111.05241 db/journals/corr/corr2111.html#abs-2111-05241

Sofia Cavaco Isabel Guimarães Mariana Ascensão Alberto Abad Ivo Anjos Francisco Oliveira 0006 Sofia Martins Nuno Marques 0001 Maxine Eskénazi João Magalhães Margarida Grilo The BioVisualSpeech Corpus of Words with Sibilants for Speech Therapy Games Development. 470 2020 11 Inf. 10 https://doi.org/10.3390/info11100470 db/journals/information/information11.html#CavacoGAAAOMMEM20

Shikib Mehri Maxine Eskénazi USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation. 681-707 2020 ACL https://doi.org/10.18653/v1/2020.acl-main.64 https://aclanthology.org/2020.acl-main.64/ conf/acl/2020 db/conf/acl/acl2020.html#MehriE20 Yulan Feng Shikib Mehri Maxine Eskénazi Tiancheng Zhao "None of the Above": Measure Uncertainty in Dialog Response Retrieval. 2013-2020 2020 ACL https://doi.org/10.18653/v1/2020.acl-main.182 https://aclanthology.org/2020.acl-main.182/ conf/acl/2020 db/conf/acl/acl2020.html#FengMEZ20 Ivo Anjos Maxine Eskénazi Nuno Marques 0001 Margarida Grilo Isabel Guimarães João Magalhães Sofia Cavaco Detection of Voicing and Place of Articulation of Fricatives with Deep Learning in a Virtual Speech and Language Therapy Tutor. 3156-3160 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-2821 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#AnjosE0GGMC20 Shikib Mehri Maxine Eskénazi Unsupervised Evaluation of Interactive Dialog with DialoGPT. 225-235 2020 SIGdial https://doi.org/10.18653/v1/2020.sigdial-1.28 https://aclanthology.org/2020.sigdial-1.28/ conf/sigdial/2020 db/conf/sigdial/sigdial2020.html#MehriE20

Yulan Feng Shikib Mehri Maxine Eskénazi Tiancheng Zhao "None of the Above": Measure Uncertainty in Dialog Response Retrieval. 2020 abs/2004.01926 CoRR https://arxiv.org/abs/2004.01926 db/journals/corr/corr2004.html#abs-2004-01926

Shikib Mehri Maxine Eskénazi USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation. 2020 abs/2005.00456 CoRR https://arxiv.org/abs/2005.00456 db/journals/corr/corr2005.html#abs-2005-00456

Maxine Eskénazi Tiancheng Zhao Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges. 2020 abs/2006.06026 CoRR https://arxiv.org/abs/2006.06026 db/journals/corr/corr2006.html#abs-2006-06026

Shikib Mehri Maxine Eskénazi Unsupervised Evaluation of Interactive Dialog with DialoGPT. 2020 abs/2006.12719 CoRR https://arxiv.org/abs/2006.12719 db/journals/corr/corr2006.html#abs-2006-12719

R. Chulaka Gunasekara Seokhwan Kim Luis Fernando D'Haro Abhinav Rastogi Yun-Nung Chen Mihail Eric Behnam Hedayatnia Karthik Gopalakrishnan 0001 Yang Liu 0004 Chao-Wei Huang Dilek Hakkani-Tür Jinchao Li Qi Zhu 0007 Lingxiao Luo Lars Liden Kaili Huang Shahin Shayandeh Runze Liang Baolin Peng Zheng Zhang 0020 Swadheen Shukla Minlie Huang Jianfeng Gao 0001 Shikib Mehri Yulan Feng Carla Gordon Seyed Hossein Alavi David R. Traum Maxine Eskénazi Ahmad Beirami Eunjoon Cho Paul A. Crook Ankita De Alborz Geramifard Satwik Kottur Seungwhan Moon Shivani Poddar Rajen Subba Overview of the Ninth Dialog System Technology Challenge: DSTC9. 2020 abs/2011.06486 CoRR https://arxiv.org/abs/2011.06486 db/journals/corr/corr2011.html#abs-2011-06486

Shikib Mehri Evgeniia Razumovskaia Tiancheng Zhao Maxine Eskénazi Pretraining Methods for Dialog Context Representation Learning. 3836-3845 2019 ACL (1) https://doi.org/10.18653/v1/p19-1373 https://aclanthology.org/P19-1373/ conf/acl/2019-1 db/conf/acl/acl2019-1.html#MehriRZE19 Pedro Mota Maxine Eskénazi Luísa Coheur BeamSeg: A Joint Model for Multi-Document Segmentation and Topic Identification. 582-592 2019 CoNLL https://doi.org/10.18653/v1/K19-1054 conf/conll/2019 db/conf/conll/conll2019.html#MotaEC19 Shikib Mehri Maxine Eskénazi Multi-Granularity Representations of Dialog. 1752-1761 2019 EMNLP/IJCNLP (1) https://doi.org/10.18653/v1/D19-1184 conf/emnlp/2019-1 db/conf/emnlp/emnlp2019-1.html#MehriE19 Tiancheng Zhao Kaige Xie Maxine Eskénazi Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models. 1208-1218 2019 NAACL-HLT (1) https://doi.org/10.18653/v1/n19-1123 https://aclanthology.org/N19-1123/ conf/naacl/2019-1 db/conf/naacl/naacl2019-1.html#ZhaoXE19 Shikib Mehri Tejas Srinivasan Maxine Eskénazi Structured Fusion Networks for Dialog. 165-177 2019 SIGdial https://doi.org/10.18653/v1/W19-5921 conf/sigdial/2019 db/conf/sigdial/sigdial2019.html#MehriSE19 Prakhar Gupta Shikib Mehri Tiancheng Zhao Amy Pavel Maxine Eskénazi Jeffrey P. Bigham Investigating Evaluation of Open-Domain Dialogue Systems With Human Generated Multiple References. 379-391 2019 SIGdial https://doi.org/10.18653/v1/W19-5944 conf/sigdial/2019 db/conf/sigdial/sigdial2019.html#GuptaMZPEB19 Maxine Eskénazi Laurence Devillers Joseph Mariani Advanced Social Interaction with Agents - 8th International Workshop on Spoken Dialog Systems, IWSDS 2017, Farmington, PA, USA, 6-9 June 2017, revised selected papers IWSDS Springer 2019 Lecture Notes in Electrical Engineering 510 978-3-319-92107-5 978-3-319-92108-2 https://doi.org/10.1007/978-3-319-92108-2 db/conf/iwsds/iwsds2017.html

Maxine Eskénazi Shikib Mehri Evgeniia Razumovskaia Tiancheng Zhao Beyond Turing: Intelligent Agents Centered on the User. 2019 abs/1901.06613 CoRR http://arxiv.org/abs/1901.06613 db/journals/corr/corr1901.html#abs-1901-06613

Tiancheng Zhao Kaige Xie Maxine Eskénazi Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models. 2019 abs/1902.08858 CoRR http://arxiv.org/abs/1902.08858 db/journals/corr/corr1902.html#abs-1902-08858

Shikib Mehri Evgeniia Razumovskaia Tiancheng Zhao Maxine Eskénazi Pretraining Methods for Dialog Context Representation Learning. 2019 abs/1906.00414 CoRR http://arxiv.org/abs/1906.00414 db/journals/corr/corr1906.html#abs-1906-00414

Shikib Mehri Tejas Srinivasan Maxine Eskénazi Structured Fusion Networks for Dialog. 2019 abs/1907.10016 CoRR http://arxiv.org/abs/1907.10016 db/journals/corr/corr1907.html#abs-1907-10016

Prakhar Gupta Shikib Mehri Tiancheng Zhao Amy Pavel Maxine Eskénazi Jeffrey P. Bigham Investigating Evaluation of Open-Domain Dialogue Systems With Human Generated Multiple References. 2019 abs/1907.10568 CoRR http://arxiv.org/abs/1907.10568 db/journals/corr/corr1907.html#abs-1907-10568

Shikib Mehri Maxine Eskénazi Multi-Granularity Representations of Dialog. 2019 abs/1908.09890 CoRR http://arxiv.org/abs/1908.09890 db/journals/corr/corr1908.html#abs-1908-09890

Shikib Mehri Alan W. Black Maxine Eskénazi CMU GetGoing: An Understandable and Memorable Dialog System for Seniors. 2019 abs/1909.01322 CoRR http://arxiv.org/abs/1909.01322 db/journals/corr/corr1909.html#abs-1909-01322

Pedro Mota Maxine Eskénazi Luísa Coheur MUSED: A multimedia multi-document dataset for topic segmentation. 921-946 2018 24 Nat. Lang. Eng. 6 https://doi.org/10.1017/S1351324918000359 db/journals/nle/nle24.html#MotaEC18

Tiancheng Zhao Kyusong Lee Maxine Eskénazi Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation. 1098-1107 2018 ACL (1) https://aclanthology.org/P18-1101/ https://doi.org/10.18653/v1/P18-1101 conf/acl/2018-1 db/conf/acl/acl2018-1.html#EskenaziLZ18 Pedro Mota Luísa Coheur Maxine Eskénazi Efficient Navigation in Learning Materials: An Empirical Study on the Linking Process. 230-235 2018 AIED (2) https://doi.org/10.1007/978-3-319-93846-2_42 conf/aied/2018-2 db/conf/aied/aied2018-2.html#MotaCE18 Yulun Du Alan W. Black Louis-Philippe Morency Maxine Eskénazi Multimodal Polynomial Fusion for Detecting Driver Distraction. 611-615 2018 INTERSPEECH https://doi.org/10.21437/Interspeech.2018-2011 conf/interspeech/2018 db/conf/interspeech/interspeech2018.html#DuBME18 Tiancheng Zhao Maxine Eskénazi Zero-Shot Dialog Generation with Cross-Domain Latent Actions. 1-10 2018 SIGDIAL Conference https://doi.org/10.18653/v1/w18-5001 https://aclanthology.org/W18-5001/ conf/sigdial/2018 db/conf/sigdial/sigdial2018.html#ZhaoE18 Kyusong Lee Tiancheng Zhao Alan W. Black Maxine Eskénazi DialCrowd: A toolkit for easy dialog system assessment. 245-248 2018 SIGDIAL Conference https://doi.org/10.18653/v1/w18-5028 https://aclanthology.org/W18-5028/ conf/sigdial/2018 db/conf/sigdial/sigdial2018.html#LeeZBE18 Junki Ohmura Maxine Eskénazi Context-Aware Dialog Re-Ranking for Task-Oriented Dialog Systems. 846-853 2018 SLT https://doi.org/10.1109/SLT.2018.8639596 conf/slt/2018 db/conf/slt/slt2018.html#OhmuraE18

Tiancheng Zhao Kyusong Lee Maxine Eskénazi Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation. 2018 abs/1804.08069 CoRR http://arxiv.org/abs/1804.08069 db/journals/corr/corr1804.html#abs-1804-08069

Tiancheng Zhao Maxine Eskénazi Zero-Shot Dialog Generation with Cross-Domain Latent Actions. 2018 abs/1805.04803 CoRR http://arxiv.org/abs/1805.04803 db/journals/corr/corr1805.html#abs-1805-04803

Yulun Du Chirag Raman Alan W. Black Louis-Philippe Morency Maxine Eskénazi Multimodal Polynomial Fusion for Detecting Driver Distraction. 2018 abs/1810.10565 CoRR http://arxiv.org/abs/1810.10565 db/journals/corr/corr1810.html#abs-1810-10565

Junki Ohmura Maxine Eskénazi Context-Aware Dialog Re-Ranking for Task-Oriented Dialog Systems. 2018 abs/1811.11430 CoRR http://arxiv.org/abs/1811.11430 db/journals/corr/corr1811.html#abs-1811-11430

Ting-Yao Hu Chirag Raman Salvador Medina Maza Liangke Gui Tadas Baltrusaitis Robert E. Frederking Louis-Philippe Morency Alan W. Black Maxine Eskénazi Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System. 5091-5092 2017 AAAI https://doi.org/10.1609/aaai.v31i1.10538 conf/aaai/2017 db/conf/aaai/aaai2017.html#HuRMGBFMBE17 Tiancheng Zhao Ran Zhao Maxine Eskénazi Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders. 654-664 2017 ACL (1) https://doi.org/10.18653/v1/P17-1061 conf/acl/2017-1 db/conf/acl/acl2017-1.html#ZhaoZE17 Kyusong Lee Tiancheng Zhao Stefan Ultes Lina Maria Rojas-Barahona Eli Pincus David R. Traum Maxine Eskénazi An Assessment Framework for DialPort. 79-85 2017 IWSDS https://doi.org/10.1007/978-3-319-92108-2_10 conf/iwsds/2017 db/conf/iwsds/iwsds2017.html#LeeZURPTE17 Rose Catherine Kathryn Mazaitis Maxine Eskénazi William W. Cohen Explainable Entity-based Recommendations with Knowledge Graphs. 2017 RecSys Posters https://ceur-ws.org/Vol-1905/recsys2017_poster2.pdf conf/recsys/2017p db/conf/recsys/posters2017.html#CatherineMEC17 Tiancheng Zhao Allen Lu Kyusong Lee Maxine Eskénazi Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability. 27-36 2017 SIGDIAL Conference https://doi.org/10.18653/v1/w17-5505 https://aclanthology.org/W17-5505/ conf/sigdial/2017 db/conf/sigdial/sigdial2017.html#ZhaoLLE17 Kyusong Lee Tiancheng Zhao Yulun Du Edward Cai Allen Lu Eli Pincus David R. Traum Stefan Ultes Lina Maria Rojas-Barahona Milica Gasic Steve J. Young Maxine Eskénazi DialPort, Gone Live: An Update After A Year of Development. 170-173 2017 SIGDIAL Conference https://doi.org/10.18653/v1/w17-5521 https://aclanthology.org/W17-5521/ conf/sigdial/2017 db/conf/sigdial/sigdial2017.html#LeeZDCLPTURGYE17

Tiancheng Zhao Ran Zhao Maxine Eskénazi Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders. 2017 abs/1703.10960 CoRR http://arxiv.org/abs/1703.10960 db/journals/corr/corr1703.html#ZhaoZE17

Tiancheng Zhao Allen Lu Kyusong Lee Maxine Eskénazi Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability. 2017 abs/1706.08476 CoRR http://arxiv.org/abs/1706.08476 db/journals/corr/corr1706.html#ZhaoLLE17

Rose Catherine Kathryn Mazaitis Maxine Eskénazi William W. Cohen Explainable Entity-based Recommendations with Knowledge Graphs. 2017 abs/1707.05254 CoRR http://arxiv.org/abs/1707.05254 db/journals/corr/corr1707.html#CatherineMEC17

Elliot Schumacher Maxine Eskénazi Gwen A. Frishkoff Kevyn Collins-Thompson Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context. 1871-1881 2016 EMNLP https://doi.org/10.18653/v1/d16-1192 https://aclanthology.org/D16-1192/ conf/emnlp/2016 db/conf/emnlp/emnlp2016.html#SchumacherEFC16 Mariana Diogo Maxine Eskénazi João Magalhães Sofia Cavaco Robust scoring of voice exercises in computer-based speech therapy systems. 393-397 2016 EUSIPCO https://doi.org/10.1109/EUSIPCO.2016.7760277 conf/eusipco/2016 db/conf/eusipco/eusipco2016.html#DiogoEMC16 Rui Correia Nuno J. Mamede Jorge Baptista Maxine Eskénazi metaTED: a Corpus of Metadiscourse for Spoken Language. 2016 LREC http://www.lrec-conf.org/proceedings/lrec2016/summaries/461.html conf/lrec/2016 db/conf/lrec/lrec2016.html#CorreiaMBE16 Pedro Mota Maxine Eskénazi Luísa Coheur Multi-document Topic Segmentation Using Bayesian Estimation. 443-447 2016 ICSC https://doi.org/10.1109/ICSC.2016.17 https://doi.ieeecomputersociety.org/10.1109/ICSC.2016.17 conf/semco/2016 db/conf/semco/icsc2016.html#MotaEC16 Tiancheng Zhao Maxine Eskénazi Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning. 1-10 2016 SIGDIAL Conference https://doi.org/10.18653/v1/w16-3601 https://aclanthology.org/W16-3601/ conf/sigdial/2016 db/conf/sigdial/sigdial2016.html#ZhaoE16 Tiancheng Zhao Kyusong Lee Maxine Eskénazi DialPort: Connecting the spoken dialog research community to real user data. 83-90 2016 SLT https://doi.org/10.1109/SLT.2016.7846249 conf/slt/2016 db/conf/slt/slt2016.html#ZhaoLE16

Elliot Schumacher Maxine Eskénazi A Readability Analysis of Campaign Speeches from the 2016 US Presidential Campaign. 2016 abs/1603.05739 CoRR http://arxiv.org/abs/1603.05739 db/journals/corr/corr1603.html#SchumacherE16

Tiancheng Zhao Maxine Eskénazi Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning. 2016 abs/1606.02560 CoRR http://arxiv.org/abs/1606.02560 db/journals/corr/corr1606.html#ZhaoE16

Tiancheng Zhao Kyusong Lee Maxine Eskénazi DialPort: Connecting the Spoken Dialog Research Community to Real User Data. 2016 abs/1606.02562 CoRR http://arxiv.org/abs/1606.02562 db/journals/corr/corr1606.html#ZhaoLE16

Pedro Mota Maxine Eskénazi Luísa Coheur Graph-Community Detection for Cross-Document Topic Segment Relationship Identification. 2016 abs/1606.04081 CoRR http://arxiv.org/abs/1606.04081 db/journals/corr/corr1606.html#MotaEC16

Elliot Schumacher Kevyn Collins-Thompson Gwen A. Frishkoff Maxine Eskénazi Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context. 2016 abs/1606.08425 CoRR http://arxiv.org/abs/1606.08425 db/journals/corr/corr1606.html#SchumacherCFE16

Oscar Saz-Torralba Yibin Lin Maxine Eskénazi Measuring the impact of translation on the accuracy and fluency of vocabulary acquisition of English. 49-64 2015 31 Comput. Speech Lang. 1 https://doi.org/10.1016/j.csl.2014.11.005 db/journals/csl/csl31.html#Saz-TorralbaLE15

José Lopes 0001 Maxine Eskénazi Isabel Trancoso From rule-based to data-driven lexical entrainment models in spoken dialog systems. 87-112 2015 31 Comput. Speech Lang. 1 https://doi.org/10.1016/j.csl.2014.11.007 db/journals/csl/csl31.html#LopesET15

Rui Correia Maxine Eskénazi Nuno J. Mamede Lexical Level Distribution of Metadiscourse in Spoken Language. 70-75 2015 LSDSem@EMNLP https://doi.org/10.18653/v1/W15-2708 conf/emnlp/2015lsdsem db/conf/emnlp/lsdsem2015.html#CorreiaEM15 Tiancheng Zhao Alan W. Black Maxine Eskénazi An Incremental Turn-Taking Model with Active System Barge-in for Spoken Dialog Systems. 42-50 2015 SIGDIAL Conference https://doi.org/10.18653/v1/w15-4606 https://aclanthology.org/W15-4606/ conf/sigdial/2015 db/conf/sigdial/sigdial2015.html#ZhaoBE15 Maxine Eskénazi Alan W. Black Sungjin Lee David R. Traum The Real Challenge 2014: Progress and Prospects. 209-216 2015 SIGDIAL Conference https://doi.org/10.18653/v1/w15-4630 https://aclanthology.org/W15-4630/ conf/sigdial/2015 db/conf/sigdial/sigdial2015.html#EskenaziBLT15 Chung-Chi Huang Maxine Eskénazi Jaime G. Carbonell Lun-Wei Ku Ping-Che Yang Cross-Lingual Information to the Rescue in Keyword Extraction. 1-6 2014 ACL (System Demonstrations) https://doi.org/10.3115/v1/p14-5001 https://aclanthology.org/P14-5001/ conf/acl/2014-d db/conf/acl/acl2014-d.html#HuangECKY14 David Pellow Maxine Eskénazi An Open Corpus of Everyday Documents for Simplification Tasks. 84-93 2014 PITR@EACL https://doi.org/10.3115/v1/W14-1210 conf/acl-pitr/2014 db/conf/acl-pitr/acl-pitr2014.html#PellowE14 David Pellow Maxine Eskénazi Tracking Human Process Using Crowd Collaboration to Enrich Data. 2014 HCOMP https://doi.org/10.1609/hcomp.v2i1.13175 conf/hcomp/2014 db/conf/hcomp/hcomp2014.html#PellowE14 52-53 Fabrizio Ghigi Maxine Eskénazi M. Inés Torres Sungjin Lee Incremental dialog processing in a task-oriented dialog. 308-312 2014 INTERSPEECH https://doi.org/10.21437/Interspeech.2014-74 conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#GhigiETL14 Rui Correia Nuno J. Mamede Jorge Baptista Maxine Eskénazi Toward Automatic Classification of Metadiscourse. 262-269 2014 PolTAL https://doi.org/10.1007/978-3-319-10888-9_27 conf/tal/2014 db/conf/tal/poltal2014.html#CorreiaMBE14

Kevin Dela Rosa Maxine Eskénazi Self-Assessment in the REAP Tutor: Knowledge, Interest, Motivation, & Learning. 237-253 2013 21 Int. J. Artif. Intell. Educ. 4 https://doi.org/10.3233/JAI-130027 db/journals/aiedu/aiedu21.html#RosaE13

Thomas Pellegrini Rui Correia Isabel Trancoso Jorge Baptista Nuno J. Mamede Maxine Eskénazi ASR-based exercises for listening comprehension practice in European Portuguese. 1127-1142 2013 27 Comput. Speech Lang. 5 https://doi.org/10.1016/j.csl.2013.02.004 db/journals/csl/csl27.html#PellegriniCTBME13

José Lopes 0001 Maxine Eskénazi Isabel Trancoso Automated two-way entrainment to improve spoken dialog system performance. 8372-8376 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6639298 conf/icassp/2013 db/conf/icassp/icassp2013.html#LopesET13 Sungjin Lee Maxine Eskénazi Recipe For Building Robust Spoken Dialog State Trackers: Dialog State Tracking Challenge System Description. 414-422 2013 SIGDIAL Conference https://aclanthology.org/W13-4066/ conf/sigdial/2013 db/conf/sigdial/sigdial2013.html#LeeE13 Elizabeth M. Davis Oscar Saz Maxine Eskénazi POLLI: a handheld-based aid for non-native student presentations. 43-47 2013 SLaTE https://doi.org/10.21437/SLaTE.2013-7 conf/slte/2013 db/conf/slte/slte2013.html#DavisSE13

Sungjin Lee Maxine Eskénazi Incremental Sparse Bayesian Method for Online Dialog Strategy Learning. 903-916 2012 6 IEEE J. Sel. Top. Signal Process. 8 https://doi.org/10.1109/JSTSP.2012.2229963 db/journals/jstsp/jstsp6.html#LeeE12a

Antoine Raux Maxine Eskénazi Optimizing the turn-taking behavior of task-oriented spoken dialog systems. 1:1-1:23 2012 9 ACM Trans. Speech Lang. Process. 1 https://doi.org/10.1145/2168748.2168749 db/journals/tslp/tslp9.html#RauxE12

Andrew Fandrianto Maxine Eskénazi Prosodic Entrainment in an Information-Driven Dialog System. 2012 INTERSPEECH https://doi.org/10.21437/Interspeech.2012-85 conf/interspeech/2012 db/conf/interspeech/interspeech2012.html#FandriantoE12 342-345 Oscar Saz Maxine Eskénazi Addressing Confusions in Spoken Language in ESL Pronunciation Tutors. 2012 INTERSPEECH https://doi.org/10.21437/Interspeech.2012-237 conf/interspeech/2012 db/conf/interspeech/interspeech2012.html#SazE12 771-774 Alan W. Black Maxine Eskénazi Real Users and Real Dialog Systems: The Hard Challenge for SDS. 29-36 2012 IWSDS https://doi.org/10.1007/978-1-4614-8280-2_3 conf/iwsds/2012 db/conf/iwsds/iwsds2012.html#BlackE12 Alan W. Black Maxine Eskénazi Future Directions in Spoken Dialog Systems: A Community of Possibilities. 19-20 2012 SDCTD@NAACL-HLT https://aclanthology.org/W12-1810/ conf/naacl/2012sdctd db/conf/naacl/sdctd2012.html#BlackE12 Rui Correia Jorge Baptista Maxine Eskénazi Nuno J. Mamede Automatic Generation of Cloze Question Stems. 168-178 2012 PROPOR https://doi.org/10.1007/978-3-642-28885-2_19 conf/propor/2012 db/conf/propor/propor2012.html#CorreiaBEM12 José Lopes 0001 Maxine Eskénazi Isabel Trancoso Incorporating ASR Information in Spoken Dialog System Confidence Score. 403-408 2012 PROPOR https://doi.org/10.1007/978-3-642-28885-2_45 conf/propor/2012 db/conf/propor/propor2012.html#LopesET12 Sungjin Lee Maxine Eskénazi An Unsupervised Approach to User Simulation: Toward Self-Improving Dialog Systems. 50-59 2012 SIGDIAL Conference https://aclanthology.org/W12-1606/ conf/sigdial/2012 db/conf/sigdial/sigdial2012.html#LeeE12 Sungjin Lee Maxine Eskénazi Exploiting Machine-Transcribed Dialog Corpus to Improve Multiple Dialog States Tracking Methods. 189-196 2012 SIGDIAL Conference https://aclanthology.org/W12-1626/ conf/sigdial/2012 db/conf/sigdial/sigdial2012.html#LeeE12a Sungjin Lee Maxine Eskénazi POMDP-based Let's Go system for spoken dialog challenge. 61-66 2012 SLT https://doi.org/10.1109/SLT.2012.6424198 conf/slt/2012 db/conf/slt/slt2012.html#LeeE12 Maxine Eskénazi Alan W. Black David R. Traum Workshop on Future directions and needs in the Spoken Dialog Community: Tools and Data, SDCTD@NAACL-HLT 2012, Montrèal, Canada, June 7, 2012 SDCTD@NAACL-HLT Association for Computational Linguistics 2012 978-1-937284-20-6 https://aclanthology.org/volumes/W12-18/ https://aclanthology.org/W12-1800/ db/conf/naacl/sdctd2012.html Kevin Dela Rosa Maxine Eskénazi Self-assessment of Motivation: Explicit and Implicit Indicators in L2 Vocabulary Learning. 296-303 2011 AIED https://doi.org/10.1007/978-3-642-21869-9_39 conf/aied/2011 db/conf/aied/aied2011.html#RosaE11 José Lopes 0001 Maxine Eskénazi Isabel Trancoso Towards choosing better primes for spoken dialog systems. 306-311 2011 ASRU https://doi.org/10.1109/ASRU.2011.6163949 conf/asru/2011 db/conf/asru/asru2011.html#LopesET11 Kevin Dela Rosa Maxine Eskénazi Effect of Word Complexity on L2 Vocabulary Learning. 76-80 2011 BEA@ACL https://aclanthology.org/W11-1409/ conf/bea/2011 db/conf/bea/bea2011.html#RosaE11 Arthur Ward Diane J. Litman Maxine Eskénazi Predicting Change in Student Motivation by Measuring Cohesion between Tutor and Student. 136-141 2011 BEA@ACL https://aclanthology.org/W11-1417/ conf/bea/2011 db/conf/bea/bea2011.html#WardLE11 Kevin Dela Rosa Maxine Eskénazi Impact of Word Sense Disambiguation on Ordering Dictionary Definitions in Vocabulary Learning Tutors. 2011 FLAIRS http://aaai.org/ocs/index.php/FLAIRS/FLAIRS11/paper/view/2545 conf/flairs/2011 db/conf/flairs/flairs2011.html#RosaE11 Gabriel Parent Maxine Eskénazi Speaking to the Crowd: Looking at Past Achievements in Using Crowdsourcing for Speech and Predicting Future Challenges. 3037-3040 2011 INTERSPEECH conf/interspeech/2011 db/conf/interspeech/interspeech2011.html#ParentE11 https://doi.org/10.21437/Interspeech.2011-760 Alan W. Black Susanne Burger Alistair Conkie Helen Wright Hastie Simon Keizer Oliver Lemon Nicolas Merigaud Gabriel Parent Gabriel Schubiner Blaise Thomson Jason D. Williams Kai Yu 0004 Steve J. Young Maxine Eskénazi Spoken Dialog Challenge 2010: Comparison of Live and Control Test Results. 2-7 2011 SIGDIAL Conference https://aclanthology.org/W11-2002/ conf/sigdial/2011 db/conf/sigdial/sigdial2011.html#BlackBCHKLMPSTWYYE11 Rui Correia Thomas Pellegrini Maxine Eskénazi Isabel Trancoso Jorge Baptista Nuno J. Mamede Listening comprehension games for portuguese: exploring the best features. 5-8 2011 SLaTE https://doi.org/10.21437/SLaTE.2011-2 conf/slte/2011 db/conf/slte/slte2011.html#CorreiaPETBM11 Adam Skory Maxine Eskénazi Generation of educational content through gameplay. 9-12 2011 SLaTE https://doi.org/10.21437/SLaTE.2011-3 conf/slte/2011 db/conf/slte/slte2011.html#SkoryE11 Oscar Saz Maxine Eskénazi Identifying confusable contexts for automatic generation of activities in second language pronunciation training. 121-124 2011 SLaTE https://doi.org/10.21437/SLaTE.2011-31 conf/slte/2011 db/conf/slte/slte2011.html#SazE11

Michael Heilman Kevyn Collins-Thompson Jamie Callan Maxine Eskénazi Alan Juffs Lois Wilson Personalization of Reading Passages Improves Vocabulary Acquisition. 73-98 2010 20 Int. J. Artif. Intell. Educ. 1 https://doi.org/10.3233/JAI-2010-0003 db/journals/aiedu/aiedu20.html#HeilmanCCEJW10

Gabriel Parent Maxine Eskénazi Lexical entrainment of real users in the let's go spoken dialog system. 3018-3021 2010 INTERSPEECH https://doi.org/10.21437/Interspeech.2010-49 conf/interspeech/2010 db/conf/interspeech/interspeech2010.html#ParentE10 Gabriel Parent Maxine Eskénazi Clustering dictionary definitions using Amazon Mechanical Turk. 21-29 2010 Mturk@HLT-NAACL https://aclanthology.org/W10-0703/ conf/naacl/2010mturk db/conf/naacl/mturk2010.html#ParentE10 José Lopes 0001 Isabel Trancoso Rui Correia Thomas Pellegrini Hugo Meinedo Nuno J. Mamede Maxine Eskénazi Multimedia learning materials. 121-126 2010 SLT https://doi.org/10.1109/SLT.2010.5700833 conf/slt/2010 db/conf/slt/slt2010.html#LopesTCPMME10 Gabriel Parent Maxine Eskénazi Toward better crowdsourced transcription: Transcription of a year of the Let's Go Bus Information System data. 312-317 2010 SLT https://doi.org/10.1109/SLT.2010.5700870 conf/slt/2010 db/conf/slt/slt2010.html#ParentE10 Alan W. Black Susanne Burger Brian Langner Gabriel Parent Maxine Eskénazi Spoken Dialog Challenge 2010. 448-453 2010 SLT https://doi.org/10.1109/SLT.2010.5700894 conf/slt/2010 db/conf/slt/slt2010.html#BlackBLPE10 Wen Gao 0001 Chin-Hui Lee Jie Yang 0001 Xilin Chen 0001 Maxine Eskénazi Zhengyou Zhang Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, ICMI-MLMI 2010, Beijing, China, November 8-12, 2010 ICMI-MLMI ACM 2010 978-1-4503-0414-6 https://doi.org/10.1145/1891903 db/conf/icmi/icmi2010.html

Maxine Eskénazi Guest Editorial. 831 2009 51 Speech Commun. 10 https://doi.org/10.1016/j.specom.2009.07.001 db/journals/speech/speech51.html#Eskenazi09

Maxine Eskénazi An overview of spoken language technology for education. 832-844 2009 51 Speech Commun. 10 https://doi.org/10.1016/j.specom.2009.04.005 db/journals/speech/speech51.html#Eskenazi09a

Juan Pino 0001 Maxine Eskénazi An Application of Latent Semantic Analysis to Word Sense Discrimination for Words with Related and Unrelated Meanings. 43-46 2009 BEA@NAACL https://aclanthology.org/W09-2106/ conf/bea/2009 db/conf/bea/bea2009.html#PinoE09 Juan Pino 0001 Maxine Eskénazi Measuring Hint Level in Open Cloze Questions. 2009 FLAIRS conf/flairs/2009 db/conf/flairs/flairs2009.html#PinoE09 http://aaai.org/ocs/index.php/FLAIRS/2009/paper/view/69 Antoine Raux Maxine Eskénazi A Finite-State Turn-Taking Model for Spoken Dialog Systems. 629-637 2009 HLT-NAACL https://aclanthology.org/N09-1071/ conf/naacl/2009 db/conf/naacl/naacl2009.html#RauxE09 Alan W. Black Maxine Eskénazi The Spoken Dialogue Challenge. 337-340 2009 SIGDIAL Conference https://aclanthology.org/W09-3950/ conf/sigdial/2009 db/conf/sigdial/sigdial2009.html#BlackE09 Maxine Eskénazi Gary Pelton CLIMB LEVEL 4 - teaching English for aviation safety. 2009 SLaTE https://www.isca-archive.org/slate_2009/eskenazi09_slate.html conf/slte/2009 db/conf/slte/slte2009.html#EskenaziP09 Juan Pino 0001 Maxine Eskénazi Semi-automatic generation of cloze question distractors effect of students' L1. 65-68 2009 SLaTE https://doi.org/10.21437/SLaTE.2009-27 conf/slte/2009 db/conf/slte/slte2009.html#PinoE09 Luís Marujo José Lopes 0001 Nuno J. Mamede Isabel Trancoso Juan Pino 0001 Maxine Eskénazi Jorge Baptista Céu Viana Porting REAP to European Portuguese. 69-72 2009 SLaTE https://doi.org/10.21437/SLaTE.2009-28 conf/slte/2009 db/conf/slte/slte2009.html#MarujoLMTPEBV09 Luís Marujo José Lopes 0001 Nuno J. Mamede Isabel Trancoso Juan Pino 0001 Maxine Eskénazi Jorge Baptista Céu Viana REAP.PT, a tutoring system for teaching Portuguese. 2009 SLaTE https://www.isca-archive.org/slate_2009/marujo09b_slate.html conf/slte/2009 db/conf/slte/slte2009.html#MarujoLMTPEBV09a Antoine Raux Brian Langner Alan W. Black Maxine Eskénazi Building Practical Spoken Dialog Systems. 2 2008 ACL (Tutorial Abstracts) https://aclanthology.org/P08-5002/ conf/acl/2008t db/conf/acl/acl2008t.html#RauxLBE08 Maxine Eskénazi Alan W. Black Antoine Raux Brian Langner Let's go lab: a platform for evaluation of spoken dialog systems with real world users. 219 2008 INTERSPEECH https://www.isca-speech.org/archive/interspeech_2008/eskenazi08_interspeech.html conf/interspeech/2008 db/conf/interspeech/interspeech2008.html#EskenaziBRL08 Anagha Kulkarni 0001 Michael Heilman Maxine Eskénazi Jamie Callan Word Sense Disambiguation for Vocabulary Learning. 500-509 2008 Intelligent Tutoring Systems https://doi.org/10.1007/978-3-540-69132-7_53 conf/its/2008 db/conf/its/its2008.html#KulkarniHEC08 Michael Heilman Maxine Eskénazi Self-assessment in Vocabulary Tutoring. 656-658 2008 Intelligent Tutoring Systems https://doi.org/10.1007/978-3-540-69132-7_68 conf/its/2008 db/conf/its/its2008.html#HeilmanE08 Antoine Raux Maxine Eskénazi Optimizing Endpointing Thresholds using Dialogue Features in a Spoken Dialogue System. 1-10 2008 SIGDIAL Workshop https://aclanthology.org/W08-0101/ conf/sigdial/2008 db/conf/sigdial/sigdial2008.html#RauxE08 Michael Heilman Alan Juffs Maxine Eskénazi Choosing Reading Passages for Vocabulary Learning by Topic to Increase Intrinsic Motivation. 566-568 2007 AIED conf/aied/2007 db/conf/aied/aied2007.html#HeilmanJE07 Antoine Raux Maxine Eskénazi A multi-layer architecture for semi-synchronous event-driven dialogue management. 514-519 2007 ASRU https://doi.org/10.1109/ASRU.2007.4430165 conf/asru/2007 db/conf/asru/asru2007.html#RauxE07 Michael Heilman Kevyn Collins-Thompson Jamie Callan Maxine Eskénazi Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language Texts. 460-467 2007 HLT-NAACL https://aclanthology.org/N07-1058/ conf/naacl/2007 db/conf/naacl/naacl2007.html#HeilmanCCE07 Hua Ai Antoine Raux Dan Bohus Maxine Eskénazi Diane J. Litman Comparing Spoken Dialog Corpora Collected with Recruited Subjects versus Real Users. 124-131 2007 SIGdial https://doi.org/10.18653/v1/2007.sigdial-1.23 https://aclanthology.org/2007.sigdial-1.23/ conf/sigdial/2007 db/conf/sigdial/sigdial2007.html#AiRBEL07 Michael Heilman Maxine Eskénazi Application of automatic thesaurus extraction for computer generation of vocabulary questions. 65-68 2007 SLaTE https://doi.org/10.21437/SLaTE.2007-19 conf/slte/2007 db/conf/slte/slte2007.html#HeilmanE07 Anagha Kulkarni 0001 Jamie Callan Maxine Eskénazi Dictionary definitions: the likes and the unlikes. 73-76 2007 SLaTE https://doi.org/10.21437/SLaTE.2007-21 conf/slte/2007 db/conf/slte/slte2007.html#KulkarniCE07 Maxine Eskénazi Angela Kennedy Carlton Ketchum Robert Olszewski Garrett Pelton The Nativeaccent<sup>TM</sup> pronunciation tutor: measuring success in the real world. 124-127 2007 SLaTE https://doi.org/10.21437/SLaTE.2007-30 conf/slte/2007 db/conf/slte/slte2007.html#EskenaziKKOP07 Michael Heilman Kevyn Collins-Thompson Jamie Callan Maxine Eskénazi Classroom success of an intelligent tutoring system for lexical practice and reading comprehension. 2006 INTERSPEECH https://doi.org/10.21437/Interspeech.2006-282 conf/interspeech/2006 db/conf/interspeech/interspeech2006.html#HeilmanCCE06 Antoine Raux Dan Bohus Brian Langner Alan W. Black Maxine Eskénazi Doing research on a deployed spoken dialogue system: one year of let's go! experience. 2006 INTERSPEECH https://doi.org/10.21437/Interspeech.2006-17 conf/interspeech/2006 db/conf/interspeech/interspeech2006.html#RauxBLBE06 Jonathan Brown Maxine Eskénazi Using Simulated Students for the Assessment of Authentic Document Retrieval. 685-688 2006 conf/its/2006 Intelligent Tutoring Systems https://doi.org/10.1007/11774303_68 db/conf/its/its2006.html#BrownE06 Dan Bohus Brian Langner Antoine Raux Alan W. Black Maxine Eskénazi Alexander I. Rudnicky Online Supervised Learning of Non-Understanding Recovery Policies. 170-173 2006 SLT https://doi.org/10.1109/SLT.2006.326844 conf/slt/2006 db/conf/slt/slt2006.html#BohusLRBER06 Antoine Raux Brian Langner Dan Bohus Alan W. Black Maxine Eskénazi Let's go public! taking a spoken dialog system to the real world. 885-888 2005 INTERSPEECH https://doi.org/10.21437/Interspeech.2005-399 conf/interspeech/2005 db/conf/interspeech/interspeech2005.html#RauxLBBE05 Jonathan Brown Gwen A. Frishkoff Maxine Eskénazi Automatic Question Generation for Vocabulary Assessment. 2005 conf/naacl/2005 HLT/EMNLP https://aclanthology.org/H05-1103/ db/conf/naacl/naacl2005.html#BrownFE05 819-826 Antoine Raux Maxine Eskénazi Non-Native Users in the Let's Go!! Spoken Dialogue System: Dealing with Linguistic Mismatch. 217-224 2004 conf/naacl/2004 HLT-NAACL https://aclanthology.org/N04-1028/ db/conf/naacl/naacl2004.html#RauxE04 Antoine Raux Brian Langner Alan W. Black Maxine Eskénazi LET's GO: improving spoken dialog systems for the elderly and non-natives. 2003 INTERSPEECH https://doi.org/10.21437/Eurospeech.2003-313 conf/interspeech/2003 db/conf/interspeech/interspeech2003.html#RauxLBE03 753-756

Katharina Probst Yan Ke Maxine Eskénazi Enhancing foreign language tutors - In search of the golden speaker. 161-173 2002 37 Speech Commun. 3-4 https://doi.org/10.1016/S0167-6393(01)00009-7 db/journals/speech/speech37.html#ProbstKE02

Maxine Eskénazi Alan W. Black A study on speech over the telephone and aging. 171-174 2001 INTERSPEECH https://doi.org/10.21437/Eurospeech.2001-54 conf/interspeech/2001 db/conf/interspeech/interspeech2001.html#EskenaziB01 Laura Mayfield Tomokiyo Le Wang Maxine Eskénazi An empirical study of the effectiveness of speech-recognition-based pronunciation training. 677-680 2000 INTERSPEECH https://doi.org/10.21437/ICSLP.2000-168 conf/interspeech/2000 db/conf/interspeech/interspeech2000.html#TomokiyoWE00 Maxine Eskénazi Scott Hansma John Corwin Jordi Albornoz User adaptation in the fluency pronunciation trainer. 1999 EUROSPEECH https://doi.org/10.21437/Eurospeech.1999-219 conf/interspeech/1999 db/conf/interspeech/eurospeech1999.html#EskenaziHCA99 847-850 Maxine Eskénazi Alexander I. Rudnicky Karin Gregory Paul C. Constantinides Robert Brennan Christina L. Bennett Jwan Allen Data collection and processing in the carnegie mellon communicator. 1999 EUROSPEECH https://doi.org/10.21437/Eurospeech.1999-577 conf/interspeech/1999 db/conf/interspeech/eurospeech1999.html#EskenaziRGCBBA99 2695-2698 Maxine Eskénazi Christopher Hogan Jeffrey Allen Robert E. Frederking Issues in database design: recordíng and processing speech from new populations. 1289-1294 1998 LREC conf/lrec/1998 db/conf/lrec/lrec1998.html#EskenaziHAF98 Maxine Eskénazi Christopher Hogan Jeffrey Allen Robert E. Frederking Issues in database creation: recording new populations, faster and better labelling. 1997 EUROSPEECH https://doi.org/10.21437/Eurospeech.1997-483 conf/interspeech/1997 db/conf/interspeech/eurospeech1997.html#EskenaziHAF97 1699-1702 Mosur Ravishankar Maxine Eskénazi Automatic generation of context-dependent pronunciations. 1997 EUROSPEECH https://doi.org/10.21437/Eurospeech.1997-641 conf/interspeech/1997 db/conf/interspeech/eurospeech1997.html#RavishankarE97 2467-2470 Maxine Eskénazi Detection of foreign speakers' pronunciation errors for second language training - preliminary results. 1996 ICSLP https://doi.org/10.21437/ICSLP.1996-374 conf/interspeech/1996 db/conf/interspeech/icslp1996.html#Eskenazi96 1465-1468 Maxine Eskénazi Trends in speaking styles research. 1993 EUROSPEECH https://doi.org/10.21437/Eurospeech.1993-8 conf/interspeech/1993 db/conf/interspeech/eurospeech1993.html#Eskenazi93 501-509 Vincent Pean Sheila M. Williams Maxine Eskénazi The design and recording of icy, a corpus for the study of intraspeaker variability and the characterisation of speaking styles. 1993 EUROSPEECH https://doi.org/10.21437/Eurospeech.1993-152 conf/interspeech/1993 db/conf/interspeech/eurospeech1993.html#PeanWE93 627-630 Maxine Eskénazi Changing speech styles: strategies in read speech and casual and careful spontaneous speech. 1992 ICSLP https://doi.org/10.21437/ICSLP.1992-231 conf/interspeech/1992 db/conf/interspeech/icslp1992.html#Eskenazi92 755-758

Maxine Eskénazi Joseph-Jean Mariani S. Bornerand Report on the ICSLP satellite workshop on assessment in Kobe (Japan) and visits to several Japanese laboratories working on speech communication, 19-30 November 1990. 179-198 1991 10 Speech Commun. 2 https://doi.org/10.1016/0167-6393(91)90041-Q db/journals/speech/speech10.html#EskenaziMB91

Maxine Eskénazi Anne Lacheret-Dujour Exploration of individual strategies in continuous speech. 249-264 1991 10 Speech Commun. 3 https://doi.org/10.1016/0167-6393(91)90015-L db/journals/speech/speech10.html#EskenaziL91

Lori F. Larnel Jean-Luc Gauvain Maxine Eskénazi BREF, a large vocabulary spoken corpus for French. 1991 EUROSPEECH https://doi.org/10.21437/Eurospeech.1991-126 conf/interspeech/1991 db/conf/interspeech/eurospeech1991.html#LarnelGE91 505-508 Jean-Luc Gauvain Lori Lamel Maxine Eskénazi Design considerations and text selection for BREF, a large French read-speech corpus. 1990 ICSLP https://doi.org/10.21437/ICSLP.1990-287 conf/interspeech/1990 db/conf/interspeech/icslp1990.html#GauvainLE90 1097-1100 Gilles Adda Maxine Eskénazi P. E. Stem The use of rough spectral features for large vocabulary recognition. 1171-1174 1987 ECST https://doi.org/10.21437/ECST.1987-74 conf/interspeech/1987 db/conf/interspeech/ecst1987.html#AddaES87 Paul-Eric Stern Maxine Eskénazi Daniel Memmi An expert system for speech spectrogram reading. 1193-1196 1986 ICASSP https://doi.org/10.1109/ICASSP.1986.1168793 conf/icassp/1986 db/conf/icassp/icassp1986.html#SternEM86 René Carré Raymond Descout Maxine Eskénazi Joseph-Jean Mariani M. Rossi The French language database: Defining, planning, and recording a large database. 324-327 1984 ICASSP https://doi.org/10.1109/ICASSP.1984.1172715 conf/icassp/1984 db/conf/icassp/icassp1984.html#CarreDEMR84

Maxine Eskénazi Jean-Sylvain Liénard Recognition of steady-state French sounds pronounced by several speakers: Comparison of human performance and an automatic recognition algorithm. 173-177 1983 2 Speech Commun. 2-3 https://doi.org/10.1016/0167-6393(83)90021-3 db/journals/speech/speech2.html#EskenaziL83

Françoise D. Néel Maxine Eskénazi Joseph-Jean Mariani Cadrage automatique pour la constitution de dictionnaires d'entites phonetiques. 193-195 1983 2 Speech Commun. 2-3 https://doi.org/10.1016/0167-6393(83)90026-2 db/journals/speech/speech2.html#NeelEM83

Daniel Memmi Maxine Eskénazi Joseph Mariani A. Nguyen-Xuan Un systeme expert pour la lecture de sonagrammes. 234-236 1983 2 Speech Commun. 2-3 https://doi.org/10.1016/0167-6393(83)90037-7 db/journals/speech/speech2.html#MemmiEMN83

Alberto Abad Gilles Adda Hua Ai Seyed Hossein Alavi Jordi Albornoz Jeffrey Allen Jwan Allen Yasemin Altun Ivo Anjos Mariana Ascensão Payal Bajaj Tadas Baltrusaitis Jorge Baptista Ahmad Beirami Christina L. Bennett Jeffrey P. Bigham Alan W. Black Dan Bohus S. Bornerand Robert Brennan Jonathan Brown Susanne Burger Edward Cai Jamie Callan Jaime G. Carbonell René Carré Rose Catherine Sofia Cavaco Vishrav Chaudhary Xilin Chen 0001 Yun-Nung Chen Ting-Rui Chiang Eunjoon Cho Jinho Choi William W. Cohen Luísa Coheur Kevyn Collins-Thompson Alistair Conkie Paul C. Constantinides Rui Correia John Corwin Paul A. Crook Elizabeth M. Davis Ankita De Jan Deriu Raymond Descout Laurence Devillers Luis Fernando D'Haro Mariana Diogo Yulun Du Mihail Eric Andrew Fandrianto Yulan Feng Robert E. Frederking Gwen A. Frishkoff Jianfeng Gao 0001 Wen Gao 0001 Milica Gasic Jean-Luc Gauvain Kallirroi Georgila Alborz Geramifard Fabrizio Ghigi Karthik Gopalakrishnan 0001 Carla Gordon Karin Gregory Margarida Grilo Liangke Gui Isabel Guimarães R. Chulaka Gunasekara Prakhar Gupta Dilek Hakkani-TürDilek Hakkani-Tur Scott Hansma Helen HastieHelen Wright Hastie Behnam Hedayatnia Michael Heilman Christopher Hogan Ting-Yao Hu Chao-Wei Huang Chung-Chi Huang Kaili Huang Minlie Huang Jessica Huynh Cathy Jiao Alan Juffs Yan Ke Simon Keizer Angela Kennedy Carlton Ketchum Seokhwan Kim Satwik Kottur Lun-Wei Ku Anagha Kulkarni 0001 Anne LacheretAnne Lacheret-Dujour Lori Lamel Brian Langner Lori F. Larnel Chin-Hui Lee Kyusong Lee Sungjin Lee Oliver Lemon Jinchao Li Zekang Li Runze Liang Lars Liden Jean-Sylvain Liénard Yibin Lin Diane J. Litman Yang Liu 0004 José Lopes 0001 Allen Lu Lingxiao Luo João Magalhães Nuno J. Mamede Joseph MarianiJoseph-Jean Mariani Nuno Marques 0001 Sofia Martins Luís Marujo Salvador Medina Maza Kathryn Mazaitis Shikib Mehri Hugo Meinedo Daniel Memmi Nicolas Merigaud Seungwhan Moon Louis-Philippe Morency Pedro Mota Françoise D. Néel A. Nguyen-Xuan Junki Ohmura Francisco Oliveira 0006 Robert Olszewski Gabriel Parent Amy Pavel Vincent Pean Thomas Pellegrini David Pellow Garrett Pelton Gary Pelton Baolin Peng Eli Pincus Juan Pino 0001 Shivani Poddar Katharina Probst Chirag Raman Abhinav Rastogi Antoine Raux Mosur Ravishankar Evgeniia Razumovskaia Verena Rieser Lina Maria Rojas-Barahona Kevin Dela Rosa M. Rossi Alexander I. Rudnicky Oscar Saz-TorralbaOscar Saz Gabriel Schubiner Elliot Schumacher Samira Shaikh Shahin Shayandeh Swadheen Shukla Adam Skory Tejas Srinivasan P. E. Stem Paul-Eric Stern Rajen Subba Blaise Thomson Laura Mayfield Tomokiyo M. Inés Torres Isabel Trancoso David R. Traum Stefan Ultes Céu Viana Le Wang Arthur Ward Jason D. Williams Sheila M. Williams Lois Wilson Kaige Xie Jie Yang 0001 Ping-Che Yang Yi-Ting Yeh Steve J. Young Kai Yu 0004 Zhou Yu 0005 Chen Zhang 0020 Yizhe Zhang 0002 Zheng Zhang 0020 Zhengyou Zhang Ran Zhao Tiancheng Zhao Qi Zhu 0007