Wael Hamza

According to our database, Wael Hamza authored at least 48 papers between 2000 and 2024.

Collaborative distances:

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

2024

Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks.

Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-Yi Lee, Ariya Rastrow, Andreas Stolcke

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data.

Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Low-Resource Compositional Semantic Parsing with Concept Pretraining.

Subendhu Rongali, Mukund Sridhar, Haidar Khan, Konstantine Arkoudas, Wael Hamza, Andrew McCallum

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models.

Saleh Soltan, Andy Rosenbaum, Tobias Falke, Qin Lu, Anna Rumshisky, Wael Hamza

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model.

Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gökhan Tür, Prem Natarajan

CoRR, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan

CoRR, 2022

Instilling Type Knowledge in Language Models via Multi-Task QA.

Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian J. McAuley

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU.

Jin Cao, Chandana Satya Prakash, Wael Hamza

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Controlled Data Generation via Insertion Operations for NLU.

Manoj Kumar, Yuval Merhav, Haidar Khan, Rahul Gupta, Anna Rumshisky, Wael Hamza

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Squashed Weight Distribution for Low Bit Quantization of Deep Models.

Nikko Strom, Haidar Khan, Wael Hamza

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing.

Andy Rosenbaum, Saleh Soltan, Wael Hamza, Marco Damonte, Isabel Groves, Amir Saffari

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Training Naturalized Semantic Parsers with Very Little Data.

Subendhu Rongali, Konstantine Arkoudas, Melanie Rubino, Wael Hamza

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Hybrid Approach to Cross-lingual Product Review Summarization.

Saleh Soltan, Victor Soto, Ke Tran, Wael Hamza

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging.

Andy Rosenbaum, Saleh Soltan, Wael Hamza, Yannick Versley, Markus Boese

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Contextual Domain Classification with Temporal Representations.

Tzu-Hsiang Lin, Yipeng Shi, Chentao Ye, Yang Fan, Weitong Ruan, Emre Barut, Wael Hamza, Chengwei Su

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

ASR N-Best Fusion Nets.

Xinyue Liu, Mingda Li, Luoxin Chen, Prashan Wanigasekara, Weitong Ruan, Haidar Khan, Wael Hamza, Chengwei Su

Proceedings of the IEEE International Conference on Acoustics, 2021

Limitations of Knowledge Distillation for Zero-shot Transfer Learning.

Saleh Soltan, Haidar Khan, Wael Hamza

Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021

Zero-shot Generalization in Dialog State Tracking through Generative Question Answering.

Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Exploring Transfer Learning For End-to-End Spoken Language Understanding.

Subendhu Rongali, Beiye Liu, Liwei Cai, Konstantine Arkoudas, Chengwei Su, Wael Hamza

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Improving Spoken Language Understanding By Exploiting ASR N-best Hypotheses.

Mingda Li, Weitong Ruan, Xinyue Liu, Luca Soldaini, Wael Hamza, Chengwei Su

CoRR, 2020

Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing.

Subendhu Rongali, Luca Soldaini, Emilio Monti, Wael Hamza

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding.

Jin Cao, Jun Wang, Wael Hamza, Kelly Vanee, Shang-Wen Li

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding.

Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Delexicalized Paraphrase Generation.

Boya Yu, Konstantine Arkoudas, Wael Hamza

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention.

Mingda Li, Xinyue Liu, Weitong Ruan, Luca Soldaini, Wael Hamza, Chengwei Su

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2018

Leveraging Context Information for Natural Question Generation.

Linfeng Song, Zhiguo Wang, Wael Hamza, Yue Zhang, Daniel Gildea

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking.

Gourab Kundu, Avirup Sil, Radu Florian, Wael Hamza

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

Neural Cross-Lingual Entity Linking.

Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

A Unified Query-based Generative Model for Question Generation and Question Answering.

Linfeng Song, Zhiguo Wang, Wael Hamza

CoRR, 2017

k-Nearest Neighbor Augmented Neural Networks for Text Classification.

Zhiguo Wang, Wael Hamza, Linfeng Song

CoRR, 2017

Reinforcement Learning for Transition-Based Mention Detection.

Georgiana Dinu, Wael Hamza, Radu Florian

CoRR, 2017

Bilateral Multi-Perspective Matching for Natural Language Sentences.

Zhiguo Wang, Wael Hamza, Radu Florian

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Multi-Perspective Context Matching for Machine Comprehension.

Zhiguo Wang, Haitao Mi, Wael Hamza, Radu Florian

CoRR, 2016

2006

The IBM expressive text-to-speech synthesis system for American English.

John F. Pitrelli, Raimo Bakis, Ellen Eide, Raul Fernandez, Wael Hamza, Michael A. Picheny

IEEE Trans. Speech Audio Process., 2006

The IBM Submission to the 2006 Blizzard Text-to-Speech Challenge.

Ellen Eide, Raul Fernandez, Ron Hoory, Wael Hamza, Zvi Kons, Michael Picheny, Ariel Sagi, Slava Shechtman, Zhiwei Shuang

Proceedings of the Blizzard Challenge 2006, Pittsburgh, PA, USA, September 16, 2006, 2006

2005

Combining the flexibility of speech synthesis with the naturalness of pre-recorded audio: a comparison of two approaches to phrase-splicing TTS.

Wael Hamza, John F. Pitrelli

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

On building a concatenative speech synthesis system from the blizzard challenge speech databases.

Wael Hamza, Raimo Bakis, Zhiwei Shuang, Heiga Zen

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Toward multiple-language TTS: experiments in English and Mandarin.

Raul Fernandez, Wei Zhang, Ellen Eide, Raimo Bakis, Wael Hamza, Yi Liu, Michael Picheny, John F. Pitrelli, Yong Qing, Zhiwei Shuang, Li Qin Shen

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2004

A corpus-based approach to expressive speech synthesis.

Ellen Eide, Andrew Aaron, Raimo Bakis, Wael Hamza, Michael A. Picheny, John F. Pitrelli

Proceedings of the Fifth ISCA ITRW on Speech Synthesis, 2004

The IBM expressive speech synthesis system.

Wael Hamza, Ellen Eide, Raimo Bakis, Michael Picheny, John F. Pitrelli

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Reconciling pronunciation differences between the front-end and the back-end in the IBM speech synthesis system.

Wael Hamza, Ellen Eide, Raimo Bakis

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

2003

Multilayered extensions to the speech synthesis markup language for describing expressiveness.

Ellen Eide, Raimo Bakis, Wael Hamza, John F. Pitrelli

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Recent improvements to the IBM trainable speech synthesis system.

Ellen Eide, Andrew Aaron, Raimo Bakis, Paul S. Cohen, Robert E. Donovan, Wael Hamza, T. Mathes, Michael Picheny, M. Polkosky, M. Smith, Mahesh Viswanathan

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Data-driven segment preselection in the IBM trainable speech synthesis system.

Wael Hamza, Robert E. Donovan

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001

Current status of the IBM Trainable Speech Synthesis System.

Robert E. Donovan, Abraham Ittycheriah, Martin Franz, Bhuvana Ramabhadran, Ellen Eide, Mahesh Viswanathan, Raimo Bakis, Wael Hamza, Michael A. Picheny, P. Gleason, T. Rutherfoord, P. Cox, D. Green, Eric Janke, S. Revelin, Claire Waast, B. Zeller, C. Guenther, J. Kunzmann

Proceedings of the 4th ITRW on Speech Synthesis, 2001

Quantitative method for modeling context in concatenative synthesis using large speech database.

Wael Hamza, Mohsen A. Rashwan, Mohamed Afify

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Concatenative arabic speech synthesis using large speech database.

Wael Hamza, Mohsen A. Rashwan

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000