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Exploring Self-Identified Counseling Expertise in Online Support Forums


Jun 24, 2021
Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence An, Kenneth Resnicow, Rada Mihalcea, Ver贸nica P茅rez-Rosas

* Accepted to Findings of ACL 2021 

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Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing


May 26, 2021
Jonathan K. Kummerfeld

* To appear at ACL 2021 

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Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction


Feb 04, 2021
Allison Lahnala, Gauri Kambhatla, Jiajun Peng, Matthew Whitehead, Gillian Minnehan, Eric Guldan, Jonathan K. Kummerfeld, An谋l 脟amc谋, Rada Mihalcea

* Computational Intelligence in Music, Sound, Art and Design, 10th International Conference, EvoMUSART 2021 
* 16 pages, accepted to EvoMUSART 

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Exploring the Value of Personalized Word Embeddings


Nov 11, 2020
Charles Welch, Jonathan K. Kummerfeld, Ver贸nica P茅rez-Rosas, Rada Mihalcea

* COLING 2020 

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Compositional Demographic Word Embeddings


Oct 29, 2020
Charles Welch, Jonathan K. Kummerfeld, Ver贸nica P茅rez-Rosas, Rada Mihalcea

* To appear at EMNLP 2020 

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Improving Low Compute Language Modeling with In-Domain Embedding Initialisation


Sep 30, 2020
Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld

* To appear at EMNLP 2020 

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Analyzing the Surprising Variability in Word Embedding Stability Across Languages


Apr 30, 2020
Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea


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The Eighth Dialog System Technology Challenge


Nov 14, 2019
Seokhwan Kim, Michel Galley, Chulaka Gunasekara, Sungjin Lee, Adam Atkinson, Baolin Peng, Hannes Schulz, Jianfeng Gao, Jinchao Li, Mahmoud Adada, Minlie Huang, Luis Lastras, Jonathan K. Kummerfeld, Walter S. Lasecki, Chiori Hori, Anoop Cherian, Tim K. Marks, Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta

* Submitted to NeurIPS 2019 3rd Conversational AI Workshop 

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No Press Diplomacy: Modeling Multi-Agent Gameplay


Sep 04, 2019
Philip Paquette, Yuchen Lu, Steven Bocco, Max O. Smith, Satya Ortiz-Gagne, Jonathan K. Kummerfeld, Satinder Singh, Joelle Pineau, Aaron Courville

* Accepted at NeurIPS 2019 

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An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction


Sep 04, 2019
Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars

* Accepted to EMNLP-IJCNLP 2019 

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SLATE: A Super-Lightweight Annotation Tool for Experts


Jul 18, 2019
Jonathan K. Kummerfeld

* To appear at ACL as a demo 

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Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog


Apr 25, 2019
Charles Welch, Ver贸nica P茅rez-Rosas, Jonathan K. Kummerfeld, Rada Mihalcea

* Proceedings of the 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2019) 
* 15 pages accepted to CICLing 2019 

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Outlier Detection for Improved Data Quality and Diversity in Dialog Systems


Apr 05, 2019
Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars

* Accepted as long paper to NAACL 2019 

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Dialog System Technology Challenge 7


Jan 11, 2019
Koichiro Yoshino, Chiori Hori, Julien Perez, Luis Fernando D'Haro, Lazaros Polymenakos, Chulaka Gunasekara, Walter S. Lasecki, Jonathan K. Kummerfeld, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan, Xiang Gao, Huda Alamari, Tim K. Marks, Devi Parikh, Dhruv Batra

* This paper is presented at NIPS2018 2nd Conversational AI workshop 

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Analyzing Assumptions in Conversation Disentanglement Research Through the Lens of a New Dataset and Model


Oct 25, 2018
Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph Peper, Vignesh Athreya, Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros Polymenakos, Walter S. Lasecki


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Improving Text-to-SQL Evaluation Methodology


Jun 23, 2018
Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, Dragomir Radev

* To appear at ACL 2018 

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Factors Influencing the Surprising Instability of Word Embeddings


Apr 25, 2018
Laura Wendlandt, Jonathan K. Kummerfeld, Rada Mihalcea

* NAACL HLT 2018 

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Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection


Oct 19, 2017
Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki

* Published at ACL 2017 

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Parsing with Traces: An $O(n^4)$ Algorithm and a Structural Representation


Jul 13, 2017
Jonathan K. Kummerfeld, Dan Klein

* To appear in Transactions of the Association for Computational Linguistics 

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