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ORCIDYunyao Li 0001
Person information
- affiliation: Adobe
- affiliation: Apple
- affiliation: IBM Research - Almaden, San Jose, CA, USA
Other persons with the same name
- Yunyao Li
- Yunyao Li 0002 — Nanjing University of Finance and Economics, China
- Yunyao Li 0003
![[0009-0003-9142-6890]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0009-0003-9142-6890")
— Chongqing University, College of Computer Science, China
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2020 – today
- 2025
[c96]Zelin Zhou, Simone Conia, Daniel Lee, Min Li, Shenglei Huang, Umar Farooq Minhas, Saloni Potdar, Henry Xiao, Yunyao Li:
KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs. COLING 2025: 9096-9111- 2024
- [c95]Simone Conia, Daniel Lee, Min Li, Umar Farooq Minhas, Yunyao Li:
Enhancing Machine Translation Experiences with Multilingual Knowledge Graphs. AAAI 2024: 23781-23783 - [c94]Xiou Ge, Ali Mousavi, Edouard Grave, Armand Joulin, Kun Qian, Benjamin Han, Mostafa Arefiyan, Yunyao Li:
Time Sensitive Knowledge Editing through Efficient Finetuning. ACL (Short Papers) 2024: 583-593 - [c93]Ali Mousavi, Xin Zhan, He Bai, Peng Shi, Theodoros Rekatsinas, Benjamin Han, Yunyao Li, Jeffrey Pound, Joshua M. Susskind, Natalie Schluter, Ihab F. Ilyas, Navdeep Jaitly:
Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluation. LREC/COLING 2024: 3782-3803 - [c92]Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeffrey Pound, Yisi Sang, Jimmy Lin, Ihab F. Ilyas, Saloni Potdar, Mostafa Arefiyan, Yunyao Li:
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models. EMNLP (Industry Track) 2024: 1176-1206 - [c91]Revanth Gangi Reddy, Omar Attia, Yunyao Li, Heng Ji, Saloni Potdar:
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings. EMNLP 2024: 8630-8641 - [c90]Simone Conia, Daniel Lee, Min Li, Umar Farooq Minhas, Saloni Potdar, Yunyao Li:
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs. EMNLP 2024: 16343-16360 - [c89]Jiaju Chen, Yuxuan Lu, Shao Zhang, Bingsheng Yao, Yuanzhe Dong, Ying Xu, Yunyao Li, Qianwen Wang, Dakuo Wang, Yuling Sun:
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children's Story-Based Learning. EMNLP 2024: 17351-17370 - [c88]Junxiong Wang, Ali Mousavi, Omar Attia, Ronak Pradeep, Saloni Potdar, Alexander M. Rush, Umar Farooq Minhas, Yunyao Li:
Entity Disambiguation via Fusion Entity Decoding. NAACL-HLT 2024: 6524-6536 - [i31]Junxiong Wang, Ali Mousavi, Omar Attia, Saloni Potdar, Alexander M. Rush, Umar Farooq Minhas, Yunyao Li:
Entity Disambiguation via Fusion Entity Decoding. CoRR abs/2404.01626 (2024) - [i30]Revanth Gangi Reddy, Omar Attia, Yunyao Li, Heng Ji, Saloni Potdar:
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings. CoRR abs/2405.15028 (2024) - [i29]Xiou Ge, Ali Mousavi, Edouard Grave, Armand Joulin, Kun Qian, Benjamin Han, Mostafa Arefiyan, Yunyao Li:
Time Sensitive Knowledge Editing through Efficient Finetuning. CoRR abs/2406.04496 (2024) - [i28]Akash V. Maharaj, Kun Qian, Uttaran Bhattacharya, Sally Fang, Horia Galatanu, Manas Garg, Rachel Hanessian, Nishant Kapoor, Ken Russell, Shivakumar Vaithyanathan, Yunyao Li:
Evaluation and Continual Improvement for an Enterprise AI Assistant. CoRR abs/2407.12003 (2024) - [i27]Kun Qian, Yisi Sang, Farima Fatahi Bayat, Anton Belyi, Xianqi Chu, Yash Govind, Samira Khorshidi, Rahul Khot, Katherine Luna, Azadeh Nikfarjam, Xiaoguang Qi, Fei Wu, Xianhan Zhang, Yunyao Li:
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching. CoRR abs/2408.04637 (2024) - [i26]Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeff Pound, Yisi Sang, Jimmy Lin, Ihab F. Ilyas, Saloni Potdar, Mostafa Arefiyan, Yunyao Li:
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models. CoRR abs/2408.05948 (2024) - [i25]Zhengyuan Zhu, Daniel Lee, Hong Zhang, Sai Sree Harsha, Loic Feujio, Akash Maharaj, Yunyao Li:
MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering. CoRR abs/2408.08521 (2024) - [i24]Tanay Dixit, Daniel Lee, Sally Fang, Sai Sree Harsha, Anirudh Sureshan, Akash Maharaj, Yunyao Li:
RETAIN: Interactive Tool for Regression Testing Guided LLM Migration. CoRR abs/2409.03928 (2024) - [i23]Simone Conia, Daniel Lee, Min Li, Umar Farooq Minhas, Saloni Potdar, Yunyao Li:
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs. CoRR abs/2410.14057 (2024) - [i22]Lingbo Mo, Shun Jiang, Akash Maharaj, Bernard Hishamunda, Yunyao Li:
HierTOD: A Task-Oriented Dialogue System Driven by Hierarchical Goals. CoRR abs/2411.07152 (2024) - 2023
- [j11]Hongyu Ren, Ali Mousavi, Anil Pacaci, Shihabur Rahman Chowdhury, Jason Mohoney, Ihab F. Ilyas, Yunyao Li, Theodoros Rekatsinas:
Fact Ranking over Large-Scale Knowledge Graphs with Reasoning Embedding Models. IEEE Data Eng. Bull. 46(2): 126-139 (2023) - [c87]Kevin Pei, Ishan Jindal, Kevin Chen-Chuan Chang, ChengXiang Zhai, Yunyao Li:
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications. ACL (1) 2023: 929-949 - [c86]Ishan Jindal, Alexandre Rademaker, Khoi-Nguyen Tran, Huaiyu Zhu, Hiroshi Kanayama, Marina Danilevsky, Yunyao Li:
PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation. EACL (Findings) 2023: 1761-1773 - [c85]Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li:
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge. EMNLP (Demos) 2023: 124-130 - [c84]Simone Conia, Min Li, Daniel Lee, Umar Farooq Minhas, Ihab F. Ilyas, Yunyao Li:
Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs. EMNLP 2023: 1612-1634 - [c83]Bingsheng Yao, Ishan Jindal, Lucian Popa, Yannis Katsis, Sayan Ghosh, Lihong He, Yuxuan Lu, Shashank Srivastava, Yunyao Li, James A. Hendler, Dakuo Wang:
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture. EMNLP (Findings) 2023: 11629-11643 - [c82]Ziang Xiao, Q. Vera Liao, Michelle X. Zhou, Tyrone Grandison, Yunyao Li:
Powering an AI Chatbot with Expert Sourcing to Support Credible Health Information Access. IUI 2023: 2-18 - [c81]Ihab F. Ilyas, J. P. Lacerda, Yunyao Li, Umar Farooq Minhas, Ali Mousavi, Jeffrey Pound, Theodoros Rekatsinas, Chiraag Sumanth:
Growing and Serving Large Open-domain Knowledge Graphs. SIGMOD Conference Companion 2023: 253-259 - [i21]Ziang Xiao, Q. Vera Liao, Michelle X. Zhou, Tyrone Grandison, Yunyao Li:
Powering an AI Chatbot with Expert Sourcing to Support Credible Health Information Access. CoRR abs/2301.10710 (2023) - [i20]Ihab F. Ilyas, J. P. Lacerda, Yunyao Li, Umar Farooq Minhas, Ali Mousavi, Jeffrey Pound, Theodoros Rekatsinas, Chiraag Sumanth:
Growing and Serving Large Open-domain Knowledge Graphs. CoRR abs/2305.09464 (2023) - [i19]Ali Mousavi, Xin Zhan, He Bai, Peng Shi, Theodoros Rekatsinas, Benjamin Han, Yunyao Li, Jeffrey Pound, Josh M. Susskind, Natalie Schluter, Ihab F. Ilyas, Navdeep Jaitly:
Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic Evaluation. CoRR abs/2309.11669 (2023) - [i18]Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li:
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge. CoRR abs/2310.17119 (2023) - [i17]Jiaju Chen, Yuxuan Lu, Shao Zhang, Bingsheng Yao, Yuanzhe Dong, Ying Xu, Yunyao Li, Qianwen Wang, Dakuo Wang, Yuling Sun:
FairytaleCQA: Integrating a Commonsense Knowledge Graph into Children's Storybook Narratives. CoRR abs/2311.09756 (2023) - [i16]Simone Conia, Min Li, Daniel Lee, Umar Farooq Minhas, Ihab F. Ilyas, Yunyao Li:
Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs. CoRR abs/2311.15781 (2023) - [i15]Kun Qian, Anton Belyi, Fei Wu, Samira Khorshidi, Azadeh Nikfarjam, Rahul Khot, Yisi Sang, Katherine Luna, Xianqi Chu, Eric Choi, Yash Govind, Chloe Seivwright, Yiwen Sun, Ahmed Fakhry, Theodoros Rekatsinas, Ihab F. Ilyas, Xiaoguang Qi, Yunyao Li:
Open Domain Knowledge Extraction for Knowledge Graphs. CoRR abs/2312.09424 (2023) - 2022
- [c80]Maeda F. Hanafi, Yannis Katsis, Martín Santillán Cooper, Yunyao Li:
A Simulation-Based Evaluation Framework for Interactive AI Systems and Its Application. AAAI 2022: 12658-12664 - [c79]Yannis Katsis, Maeda F. Hanafi, Martín Santillán Cooper, Yunyao Li:
InteractEva: A Simulation-Based Evaluation Framework for Interactive AI Systems. AAAI 2022: 13182-13184 - [c78]Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang, Yunyao Li, Lucian Popa, ChengXiang Zhai:
Domain Representative Keywords Selection: A Probabilistic Approach. ACL (Findings) 2022: 679-692 - [c77]Ishan Jindal, Alexandre Rademaker, Michal Ulewicz, Ha Linh, Huyen Nguyen, Khoi-Nguyen Tran, Huaiyu Zhu, Yunyao Li:
Universal Proposition Bank 2.0. LREC 2022: 1700-1711 - [c76]Li Zhang, Ishan Jindal, Yunyao Li:
Label Definitions Improve Semantic Role Labeling. NAACL-HLT 2022: 5613-5620 - [c75]Riccardo Tommasini, Senjuti Basu Roy, Xuan Wang, Hongwei Wang, Heng Ji, Jiawei Han, Preslav Nakov, Giovanni Da San Martino, Firoj Alam, Markus Schedl, Elisabeth Lex, Akash Bharadwaj, Graham Cormode, Milan Dojchinovski, Jan Forberg, Johannes Frey, Pieter Bonte, Marco Balduini, Matteo Belcao, Emanuele Della Valle, Junliang Yu, Hongzhi Yin, Tong Chen, Haochen Liu, Yiqi Wang, Wenqi Fan, Xiaorui Liu, Jamell Dacon, Lingjuan Lye, Jiliang Tang, Aristides Gionis, Stefan Neumann, Bruno Ordozgoiti, Simon Razniewski, Hiba Arnaout, Shrestha Ghosh, Fabian M. Suchanek, Lingfei Wu, Yu Chen, Yunyao Li, Bang Liu, Filip Ilievski, Daniel Garijo, Hans Chalupsky, Pedro A. Szekely, Ilias Kanellos, Dimitris Sacharidis, Thanasis Vergoulis, Nurendra Choudhary, Nikhil Rao, Karthik Subbian, Srinivasan H. Sengamedu, Chandan K. Reddy, Friedhelm Victor, Bernhard Haslhofer, George Katsogiannis-Meimarakis, Georgia Koutrika, Shengmin Jin, Danai Koutra, Reza Zafarani, Yulia Tsvetkov, Vidhisha Balachandran, Sachin Kumar, Xiangyu Zhao, Bo Chen, Huifeng Guo, Yejing Wang, Ruiming Tang, Yang Zhang, Wenjie Wang, Peng Wu, Fuli Feng, Xiangnan He:
Accepted Tutorials at The Web Conference 2022. WWW (Companion Volume) 2022: 391-399 - [e6]Yunyao Li, Angeliki Lazaridou:
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7 - 11, 2022. Association for Computational Linguistics 2022, ISBN 978-1-952148-25-5 [contents] - [i14]Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang, Yunyao Li, Lucian Popa, ChengXiang Zhai:
Domain Representative Keywords Selection: A Probabilistic Approach. CoRR abs/2203.10365 (2022) - [i13]Eyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis, Leshem Choshen, Martín Santillán Cooper, Dina Epelboim, Zheng Zhang, Dakuo Wang, Lucy Yip, Liat Ein-Dor, Lena Dankin, Ilya Shnayderman, Ranit Aharonov, Yunyao Li, Naftali Liberman, Philip Levin Slesarev, Gwilym Newton, Shila Ofek-Koifman, Noam Slonim, Yoav Katz:
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours. CoRR abs/2208.01483 (2022) - [i12]Ishan Jindal, Alexandre Rademaker, Khoi-Nguyen Tran, Huaiyu Zhu, Hiroshi Kanayama, Marina Danilevsky, Yunyao Li:
PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation. CoRR abs/2210.06408 (2022) - [i11]Kevin Pei, Ishan Jindal, Kevin Chen-Chuan Chang, Chengxiang Zhai, Yunyao Li:
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications. CoRR abs/2211.08228 (2022) - 2021
- [c74]Shipi Dhanorkar, Christine T. Wolf, Kun Qian, Anbang Xu, Lucian Popa, Yunyao Li:
Who needs to know what, when?: Broadening the Explainable AI (XAI) Design Space by Looking at Explanations Across the AI Lifecycle. Conference on Designing Interactive Systems 2021: 1591-1602 - [c73]Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel N. Valente, Dakuo Wang, Alexandre V. Evfimievski, Sairam Gurajada, Ban Kawas, A. Cristiano I. Malossi, Lucian Popa, Tejaswini Pedapati, Horst Samulowitz, Martin Wistuba, Yunyao Li:
AutoText: An End-to-End AutoAI Framework for Text. AAAI 2021: 16001-16003 - [c72]Nicolas R. Fauceglia, Mustafa Canim, Alfio Gliozzo, Jennifer J. Liang, Nancy Xin Ru Wang, Douglas Burdick, Nandana Mihindukulasooriya, Vittorio Castelli, Guy Feigenblat, David Konopnicki, Yannis Katsis, Radu Florian, Yunyao Li, Salim Roukos, Avirup Sil:
KAAPA: Knowledge Aware Answers from PDF Analysis. AAAI 2021: 16029-16031 - [c71]Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, Alexander G. Gray:
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking. ACL/IJCNLP (1) 2021: 775-787 - [c70]Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu:
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering. ACL/IJCNLP (Findings) 2021: 3884-3894 - [c69]Aparna Garimella, Laura Chiticariu, Yunyao Li:
Domain-Aware Dependency Parsing for Questions. ACL/IJCNLP (Findings) 2021: 4562-4568 - [c68]Kun Qian, Marina Danilevsky, Yannis Katsis, Ban Kawas, Erick Oduor, Lucian Popa, Yunyao Li:
XNLP: A Living Survey for XAI Research in Natural Language Processing. IUI Companion 2021: 78-80 - [c67]Nancy Xin Ru Wang, Douglas Burdick, Yunyao Li:
TableLab: An Interactive Table Extraction System with Adaptive Deep Learning. IUI Companion 2021: 87-89 - [c66]Marina Danilevsky, Shipi Dhanorkar, Yunyao Li, Lucian Popa, Kun Qian, Anbang Xu:
Explainability for Natural Language Processing. KDD 2021: 4033-4034 - [c65]Eduard C. Dragut, Yunyao Li, Lucian Popa, Slobodan Vucetic:
Data Science with Human in the Loop. KDD 2021: 4123-4124 - [c64]Arvind Agarwal, Laura Chiticariu, Poornima Chozhiyath Raman, Marina Danilevsky, Diman Ghazi, Ankush Gupta, Shanmukha C. Guttula, Yannis Katsis, Rajasekar Krishnamurthy, Yunyao Li, Shubham Mudgal, Vitobha Munigala, Nicholas Phan, Dhaval Sonawane, Sneha Srinivasan, Sudarshan R. Thitte, Mitesh Vasa, Ramiya Venkatachalam, Vinitha Yaski, Huaiyu Zhu:
Development of an Enterprise-Grade Contract Understanding System. NAACL-HLT (Industry Papers) 2021: 222-229 - [c63]Irene Li, Prithviraj Sen, Huaiyu Zhu, Yunyao Li, Dragomir R. Radev:
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting. RepL4NLP@ACL-IJCNLP 2021: 1-7 - [e5]Eduard C. Dragut, Yunyao Li, Lucian Popa, Slobodan Vucetic:
3rd Workshop on Data Science with Human in the Loop, DaSH@KDD, Virtual Conference, August 15, 2021. 2021 [contents] - [e4]Young-bum Kim, Yunyao Li, Owen Rambow:
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, NAACL-HLT 2021, Online, June 6-11, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-47-3 [contents] - [i10]Nancy Xin Ru Wang, Douglas Burdick, Yunyao Li:
TableLab: An Interactive Table Extraction System with Adaptive Deep Learning. CoRR abs/2102.08445 (2021) - [i9]Hang Jiang, Sairam Gurajada, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, Alexander G. Gray:
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking. CoRR abs/2106.09795 (2021) - 2020
- [j10]Hongming Shan, Xun Jia, Pingkun Yan, Yunyao Li, Harald Paganetti, Ge Wang:
Synergizing medical imaging and radiotherapy with deep learning. Mach. Learn. Sci. Technol. 1(2): 21001 (2020) - [j9]Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, François Charoy, Marina Danilevsky, Gautam Das, Gianluca Demartini, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins, Koichiro Yoshida:
Making AI Machines Work for Humans in FoW. SIGMOD Rec. 49(2): 30-35 (2020) - [c62]Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa:
PARTNER: Human-in-the-Loop Entity Name Understanding with Deep Learning. AAAI 2020: 13634-13635 - [c61]Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li:
Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization. COLING 2020: 545-555 - [c60]Youxuan Jiang, Huaiyu Zhu, Jonathan K. Kummerfeld, Yunyao Li, Walter S. Lasecki:
A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels. EMNLP (Findings) 2020: 415-421 - [c59]Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li:
Small but Mighty: New Benchmarks for Split and Rephrase. EMNLP (1) 2020: 1198-1205 - [c58]Ishan Jindal, Yunyao Li, Siddhartha Brahma, Huaiyu Zhu:
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling. EMNLP (Findings) 2020: 3113-3125 - [c57]Prithviraj Sen, Marina Danilevsky, Yunyao Li, Siddhartha Brahma, Matthias Boehm, Laura Chiticariu, Rajasekar Krishnamurthy:
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification. EMNLP (1) 2020: 4211-4221 - [c56]Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa:
Learning Structured Representations of Entity Names using ActiveLearning and Weak Supervision. EMNLP (1) 2020: 6376-6383 - [c55]Erick Oduor, Kun Qian, Yunyao Li, Lucian Popa:
XAIT: An Interactive Website for Explainable AI for Text. IUI Companion 2020: 120-121 - [c54]Maeda F. Hanafi, Azza Abouzied, Marina Danilevsky, Yunyao Li:
WhyFlow: Explaining Errors in Data Flows Interactively. DaSH@KDD 2020 - [c53]Kun Qian, Lucian Popa, Yunyao Li:
An Intuitive User Interface for Human-in-the-loop Entity Name Parsing and Entity Variant Generation. DaSH@KDD 2020 - [c52]Domenico Lembo, Yunyao Li, Lucian Popa, Kun Qian, Federico Scafoglieri:
Ontology Mediated Information Extraction with MASTRO SYSTEM-T. ISWC (Demos/Industry) 2020: 256-261 - [c51]Domenico Lembo, Yunyao Li, Lucian Popa, Federico Maria Scafoglieri:
Ontology mediated information extraction in financial domain with Mastro System-T. DSMM@SIGMOD 2020: 3:1-3:6 - [e3]Eduard C. Dragut, Yunyao Li, Lucian Popa, Slobodan Vucetic:
1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020, San Diego, California, USA, August 24, 2020. 2020 [contents] - [i8]Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li:
Small but Mighty: New Benchmarks for Split and Rephrase. CoRR abs/2009.08560 (2020) - [i7]Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa:
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision. CoRR abs/2011.00105 (2020) - [i6]Ishan Jindal, Yunyao Li, Siddhartha Brahma, Huaiyu Zhu:
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling. CoRR abs/2011.04732 (2020) - [i5]Ishan Jindal, Ranit Aharonov, Siddhartha Brahma, Huaiyu Zhu, Yunyao Li:
Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation. CoRR abs/2011.14459 (2020) - [i4]Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu:
Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning. CoRR abs/2012.01707 (2020)
2010 – 2019
- 2019
- [c50]Prithviraj Sen, Yunyao Li, Eser Kandogan, Yiwei Yang, Walter S. Lasecki:
HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the-Loop. ACL (3) 2019: 135-140 - [c49]Jungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li, Lucian Popa:
Low-resource Deep Entity Resolution with Transfer and Active Learning. ACL (1) 2019: 5851-5861 - [c48]Qiuhao Lu, Nisansa de Silva, Sabin Kafle, Jiazhen Cao, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Brent Hailpern, Berthold Reinwald, Yunyao Li:
Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies. BCB 2019: 338-346 - [c47]Christopher Baik, H. V. Jagadish, Yunyao Li:
Bridging the Semantic Gap with SQL Query Logs in Natural Language Interfaces to Databases. ICDE 2019: 374-385 - [c46]Yiwei Yang, Eser Kandogan, Yunyao Li, Prithviraj Sen, Walter S. Lasecki:
A Study on Interaction in Human-in-the-Loop Machine Learning for Text Analytics. IUI Workshops 2019 - [i3]Christopher Baik, H. V. Jagadish, Yunyao Li:
Bridging the Semantic Gap with SQL Query Logs in Natural Language Interfaces to Databases. CoRR abs/1902.00031 (2019) - [i2]Jungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li, Lucian Popa:
Low-resource Deep Entity Resolution with Transfer and Active Learning. CoRR abs/1906.08042 (2019) - [i1]Yiwei Yang, Eser Kandogan, Yunyao Li, Walter S. Lasecki, Prithviraj Sen:
HEIDL: Learning Linguistic Expressions with Deep Learning and Human-in-the-Loop. CoRR abs/1907.11184 (2019) - 2018
- [b2]Yunyao Li, Davood Rafiei:
Natural Language Data Management and Interfaces. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2018, ISBN 978-3-031-00734-7 - [c45]Nikita Bhutani, Kun Qian, Yunyao Li, H. V. Jagadish, Mauricio A. Hernández, Mitesh Vasa:
Exploiting Structure in Representation of Named Entities using Active Learning. COLING 2018: 687-699 - [c44]Min Li, Marina Danilevsky, Sara Noeman, Yunyao Li:
DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding. CoNLL 2018: 444-453 - [c43]Kun Qian, Nikita Bhutani, Yunyao Li, H. V. Jagadish, Mauricio A. Hernández:
LUSTRE: An Interactive System for Entity Structured Representation and Variant Generation. ICDE 2018: 1613-1616 - [c42]Laura Chiticariu, Marina Danilevsky, Yunyao Li, Frederick Reiss, Huaiyu Zhu:
SystemT: Declarative Text Understanding for Enterprise. NAACL-HLT (3) 2018: 76-83 - [e2]Srinivas Bangalore, Jennifer Chu-Carroll, Yunyao Li:
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 3 (Industry Papers). Association for Computational Linguistics 2018, ISBN 978-1-948087-30-8 [contents] - [r2]Laura Chiticariu, Marina Danilevsky, Howard Ho, Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu:
Web Information Extraction. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j8]Shreyas Bharadwaj, Laura Chiticariu, Marina Danilevsky, Samarth Dhingra, Samved Divekar, Arnaldo Carreno-Fuentes, Himanshu Gupta, Nitin Gupta, Sang-Don Han, Mauricio A. Hernández, Howard Ho, Parag Jain, Salil Joshi, Hima Karanam, Saravanan Krishnan, Rajasekar Krishnamurthy, Yunyao Li, Satishkumaar Manivannan, Ashish R. Mittal, Fatma Ozcan, Abdul Quamar, Poornima Raman, Diptikalyan Saha, Karthik Sankaranarayanan, Jaydeep Sen, Prithviraj Sen, Shivakumar Vaithyanathan, Mitesh Vasa, Hao Wang, Huaiyu Zhu:
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. Proc. VLDB Endow. 10(12): 1965-1968 (2017) - [c41]Maeda F. Hanafi, Azza Abouzied, Laura Chiticariu, Yunyao Li:
SEER: Auto-Generating Information Extraction Rules from User-Specified Examples. CHI 2017: 6672-6682 - [c40]Chenguang Wang, Alan Akbik, Laura Chiticariu, Yunyao Li, Fei Xia, Anbang Xu:
CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles. EMNLP 2017: 1913-1922 - [c39]Chenguang Wang, Laura Chiticariu, Yunyao Li:
Active Learning for Black-Box Semantic Role Labeling with Neural Factors. IJCAI 2017: 2908-2914 - [c38]Chenguang Wang, Douglas Burdick, Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Huaiyu Zhu:
Towards Re-defining Relation Understanding in Financial Domain. DSMM@SIGMOD 2017: 8:1-8:6 - [c37]Maeda F. Hanafi, Azza Abouzied, Laura Chiticariu, Yunyao Li:
Synthesizing Extraction Rules from User Examples with SEER. SIGMOD Conference 2017: 1687-1690 - [c36]Yunyao Li, Davood Rafiei:
Natural Language Data Management and Interfaces: Recent Development and Open Challenges. SIGMOD Conference 2017: 1765-1770 - 2016
- [c35]Alan Akbik, Yunyao Li:
POLYGLOT: Multilingual Semantic Role Labeling with Unified Labels. ACL (System Demonstrations) 2016: 1-6 - [c34]Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yonas Kbrom, Yunyao Li, Huaiyu Zhu:
Multilingual Information Extraction with PolyglotIE. COLING (Demos) 2016: 268-272 - [c33]Alan Akbik, Yunyao Li:
K-SRL: Instance-based Learning for Semantic Role Labeling. COLING 2016: 599-608 - [c32]