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Konstantine Arkoudas
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Publications
- 2023
- [c27]Subendhu Rongali, Mukund Sridhar, Haidar Khan, Konstantine Arkoudas, Wael Hamza, Andrew McCallum:
Low-Resource Compositional Semantic Parsing with Concept Pretraining. EACL 2023: 1402-1411 - [i12]Subendhu Rongali, Mukund Sridhar, Haidar Khan, Konstantine Arkoudas, Wael Hamza, Andrew McCallum:
Low-Resource Compositional Semantic Parsing with Concept Pretraining. CoRR abs/2301.09809 (2023) - 2022
- [c26]Subendhu Rongali, Konstantine Arkoudas, Melanie Rubino, Wael Hamza:
Training Naturalized Semantic Parsers with Very Little Data. IJCAI 2022: 4353-4359 - [c25]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:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD 2022: 2893-2902 - [c24]Wenting Zhao, Konstantine Arkoudas, Weiqi Sun, Claire Cardie:
Compositional Task-Oriented Parsing as Abstractive Question Answering. NAACL-HLT 2022: 4418-4427 - [c23]Weiqi Sun, Haidar Khan, Nicolas Guenon des Mesnards, Melanie Rubino, Konstantine Arkoudas:
Unfreeze with Care: Space-Efficient Fine-Tuning of Semantic Parsing Models. WWW 2022: 999-1007 - [i10]Weiqi Sun, Haidar Khan, Nicolas Guenon des Mesnards, Melanie Rubino, Konstantine Arkoudas:
Unfreeze with Care: Space-Efficient Fine-Tuning of Semantic Parsing Models. CoRR abs/2203.02652 (2022) - [i9]Subendhu Rongali, Konstantine Arkoudas, Melanie Rubino, Wael Hamza:
Training Naturalized Semantic Parsers with Very Little Data. CoRR abs/2204.14243 (2022) - [i8]Wenting Zhao, Konstantine Arkoudas, Weiqi Sun, Claire Cardie:
Compositional Task-Oriented Parsing as Abstractive Question Answering. CoRR abs/2205.02068 (2022) - [i7]Melanie Rubino, Nicolas Guenon des Mesnards, Uday Shah, Nanjiang Jiang, Weiqi Sun, Konstantine Arkoudas:
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing. CoRR abs/2206.05352 (2022) - [i6]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:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR abs/2206.07808 (2022) - [i5]Konstantine Arkoudas, Nicolas Guenon des Mesnards, Melanie Rubino, Sandesh Swamy, Saarthak Khanna, Weiqi Sun, Haidar Khan:
PIZZA: A new benchmark for complex end-to-end task-oriented parsing. CoRR abs/2212.00265 (2022) - 2021
- [c22]Subendhu Rongali, Beiye Liu, Liwei Cai, Konstantine Arkoudas, Chengwei Su, Wael Hamza:
Exploring Transfer Learning For End-to-End Spoken Language Understanding. AAAI 2021: 13754-13761 - [c21]Victor Soto, Konstantine Arkoudas:
Combining Weakly Supervised ML Techniques for Low-Resource NLU. NAACL-HLT (Industry Papers) 2021: 288-295 - 2020
- [c20]Boya Yu, Konstantine Arkoudas, Wael Hamza:
Delexicalized Paraphrase Generation. COLING (Industry) 2020: 102-112 - [i4]Boya Yu, Konstantine Arkoudas, Wael Hamza:
Delexicalized Paraphrase Generation. CoRR abs/2012.02763 (2020) - [i3]Subendhu Rongali, Beiye Liu, Liwei Cai, Konstantine Arkoudas, Chengwei Su, Wael Hamza:
Exploring Transfer Learning For End-to-End Spoken Language Understanding. CoRR abs/2012.08549 (2020)
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