Giannis Karamanolakis

29 papers A* 3A 1Journal 15Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs. NAACL (Long Papers) Yuhang Zhou, Giannis Karamanolakis, Victor Soto, Anna Rumshisky, Mayank Kulkarni, Furong Huang, Wei Ai, Jianhua Lu
2025	J	`jnl`	MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs. CoRR Yuhang Zhou, Giannis Karamanolakis, Victor Soto, Anna Rumshisky, Mayank Kulkarni, Furong Huang, Wei Ai, Jianhua Lu
2024	J	`jnl`	Interactive Machine Teaching by Labeling Rules and Instances. CoRR Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2024	J	`jnl`	Interactive Machine Teaching by Labeling Rules and Instances. Trans. Assoc. Comput. Linguistics Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2023	J	`jnl`	Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance. CoRR Tejit Pabari, Beth Tellman, Giannis Karamanolakis, Mitchell Thomas, Max Mauerman, Eugene Wu, Upmanu Lall, Marco Tedesco, Michael S. Steckler, Paolo Colosio, Daniel E. Osgood, Melody Braun, Jens de Bruijn, Shammun Islam
2022	J	`jnl`	Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks. CoRR Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Anjana Arunkumar, Arjun Ashok, Arut Selvan Dhanasekaran, Atharva Naik, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Maitreya Patel, Kuntal Kumar Pal, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Shailaja Keyur Sampat, Savan Doshi, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi, Noah A. Smith, Daniel Khashabi
2022	—	`—`	Efficient Machine Teaching Frameworks for Natural Language Processing Giannis Karamanolakis
2022	A*	`conf`	Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks. EMNLP Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen
2022	—	`conf`	WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding. NAACL-HLT Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah
2021	—	`conf`	Quantifying the Effects of COVID-19 on Restaurant Reviews. SocialNLP@NAACL Ivy Cao, Zizhou Liu, Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2021	—	`conf`	Self-Training with Weak Supervision. NAACL-HLT Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah
2021	J	`jnl`	Self-Training with Weak Supervision. CoRR Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah
2021	J	`jnl`	WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding. CoRR Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah
2020	A*	`conf`	AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. KDD Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
2020	J	`jnl`	AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. CoRR Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
2020	—	`conf`	Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher. EMNLP (Findings) Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2020	J	`jnl`	Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher. CoRR Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2020	—	`conf`	Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only. LOUHI@EMNLP Ziyi Liu, Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2020	J	`jnl`	Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only. CoRR Ziyi Liu, Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2020	A*	`conf`	TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories. ACL Giannis Karamanolakis, Jun Ma, Xin Luna Dong
2020	J	`jnl`	TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories. CoRR Giannis Karamanolakis, Jun Ma, Xin Luna Dong
2019	—	`conf`	Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training. EMNLP/IJCNLP (1) Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2019	J	`jnl`	Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training. CoRR Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2019	—	`conf`	Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health. W-NUT@EMNLP Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2019	J	`jnl`	Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health. CoRR Giannis Karamanolakis, Daniel Hsu, Luis Gravano
2018	—	`conf`	Item Recommendation with Variational Autoencoders and Heterogeneous Priors. DLRS@RecSys Giannis Karamanolakis, Kevin Raji Cherian, Ananth Ravi Narayan, Jie Yuan, Da Tang, Tony Jebara
2018	J	`jnl`	Item Recommendation with Variational Autoencoders and Heterogenous Priors. CoRR Giannis Karamanolakis, Kevin Raji Cherian, Ananth Ravi Narayan, Jie Yuan, Da Tang, Tony Jebara
2016	A	`conf`	Audio-Based Distributional Representations of Meaning Using a Fusion of Feature Encodings. INTERSPEECH Giannis Karamanolakis, Elias Iosif, Athanasia Zlatintsi, Aggelos Pikrakis, Alexandros Potamianos
2016	J	`jnl`	Audio-based Distributional Semantic Models for Music Auto-tagging and Similarity Measurement. CoRR Giannis Karamanolakis, Elias Iosif, Athanasia Zlatintsi, Aggelos Pikrakis, Alexandros Potamianos