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Towards a Unified View of Parameter-Efficient Transfer Learning


Oct 08, 2021
Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig

* under review 

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Truth-Conditional Captioning of Time Series Data


Oct 05, 2021
Harsh Jhamtani, Taylor Berg-Kirkpatrick

* EMNLP 2021 

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Investigating Robustness of Dialog Models to Popular Figurative Language Constructs


Oct 01, 2021
Harsh Jhamtani, Varun Gangal, Eduard Hovy, Taylor Berg-Kirkpatrick

* EMNLP 2021 Short Paper 

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UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis


Oct 01, 2021
Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis


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Scalable Font Reconstruction with Dual Latent Manifolds


Sep 10, 2021
Nikita Srivatsan, Si Wu, Jonathan T. Barron, Taylor Berg-Kirkpatrick

* EMNLP 2021 

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Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness


Sep 10, 2021
Fatemehsadat Mireshghallah, Taylor Berg-Kirkpatrick

* EMNLP 2021 

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Efficient Nearest Neighbor Language Models


Sep 09, 2021
Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick

* EMNLP 2021 

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An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition


Aug 03, 2021
Sachinda Edirisooriya, Hao-Wen Dong, Julian McAuley, Taylor Berg-Kirkpatrick

* Accepted to ISMIR 2021 

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Neural Representation Learning for Scribal Hands of Linear B


Jul 14, 2021
Nikita Srivatsan, Jason Vega, Christina Skelton, Taylor Berg-Kirkpatrick

* ICDAR 2021 Workshop on Computational Paleography (1st edition) 

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Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music


Jul 13, 2021
Hao-Wen Dong, Chris Donahue, Taylor Berg-Kirkpatrick, Julian McAuley

* Accepted to ISMIR 2021 

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Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction


Jun 24, 2021
Maria Ryskina, Eduard Hovy, Taylor Berg-Kirkpatrick, Matthew R. Gormley

* Accepted to SIGMORPHON 2021 

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Unsupervised Enrichment of Persona-grounded Dialog with Background Stories


Jun 15, 2021
Bodhisattwa Prasad Majumder, Taylor Berg-Kirkpatrick, Julian McAuley, Harsh Jhamtani

* Accepted at ACL 2021 for oral presentation 

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Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation


Jun 05, 2021
Varun Gangal, Harsh Jhamtani, Eduard Hovy, Taylor Berg-Kirkpatrick

* Findings of ACL 2021 

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Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--Hastings


Jun 04, 2021
Kartik Goyal, Chris Dyer, Taylor Berg-Kirkpatrick


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Paraphrastic Representations at Scale


Apr 30, 2021
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick


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An Empirical Study of Extrapolation in Text Generation with Scalar Control


Apr 16, 2021
Aashi Jain, Taylor Berg-Kirkpatrick


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Privacy Regularization: Joint Privacy-Utility Optimization in Language Models


Mar 12, 2021
Fatemehsadat Mireshghallah, Huseyin A. Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim

* NAACL-HLT 2021 Paper 

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Narrative Text Generation with a Latent Discrete Plan


Oct 07, 2020
Harsh Jhamtani, Taylor Berg-Kirkpatrick

* Findings of EMNLP 2020 

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Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions


Oct 07, 2020
Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Julian McAuley

* Accepted in EMNLP 2020 

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MusPy: A Toolkit for Symbolic Music Generation


Aug 05, 2020
Hao-Wen Dong, Ke Chen, Julian McAuley, Taylor Berg-Kirkpatrick

* Accepted by International Society for Music Information Retrieval Conference (ISMIR), 2020 

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Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm


Aug 04, 2020
Ke Chen, Cheng-i Wang, Taylor Berg-Kirkpatrick, Shlomo Dubnov

* 8 pages, 8 figures, Proceedings of the 21st International Society for Music Information Retrieval Conference, ISMIR 2020 

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Learning Sparse Prototypes for Text Generation


Jun 29, 2020
Junxian He, Taylor Berg-Kirkpatrick, Graham Neubig

* 8 pages of main content 

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Phonetic and Visual Priors for Decipherment of Informal Romanization


May 05, 2020
Maria Ryskina, Matthew R. Gormley, Taylor Berg-Kirkpatrick

* To appear at ACL 2020 

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A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing


May 04, 2020
Kartik Goyal, Chris Dyer, Christopher Warren, Max G'Sell, Taylor Berg-Kirkpatrick

* To appear at ACL 2020 

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A Probabilistic Formulation of Unsupervised Text Style Transfer


Mar 11, 2020
Junxian He, Xinyi Wang, Graham Neubig, Taylor Berg-Kirkpatrick

* ICLR 2020 conference paper (spotlight). The first two authors contributed equally 

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Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods


Jan 21, 2020
Maria Ryskina, Ella Rabinovich, Taylor Berg-Kirkpatrick, David R. Mortensen, Yulia Tsvetkov

* Proceedings of the Society for Computation in Linguistics 3.1 (2020): 43-52 
* SCiL 2020 

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A Bilingual Generative Transformer for Semantic Sentence Embedding


Nov 10, 2019
John Wieting, Graham Neubig, Taylor Berg-Kirkpatrick


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A Deep Factorization of Style and Structure in Fonts


Oct 02, 2019
Akshay Srivatsan, Jonathan T. Barron, Dan Klein, Taylor Berg-Kirkpatrick

* EMNLP 2019 (oral) 

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Simple and Effective Paraphrastic Similarity from Parallel Translations


Sep 30, 2019
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick

* Published as a short paper at ACL 2019 

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