berglab.bib

@article{laud2023climabench,
  title = {Clima{B}ench: A Benchmark Dataset For Climate Change Text Understanding in English},
  author = {Laud*, Tanmay and Spokoyny*, Daniel and Corringham, Tom and Berg-Kirkpatrick, Taylor},
  journal = {arXiv preprint arXiv:2301.04253},
  year = 2023,
  month = jan,
  url = "https://arxiv.org/pdf/2301.04253.pdf"
}

@inproceedings{dong2023clipsep,
  title = {{CLIPS}ep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos},
  author = {Dong, Hao-Wen and Takahashi, Naoya and Mitsufuji, Yuki and McAuley, Julian and Berg-Kirkpatrick, Taylor},
  booktitle = {Proceedings of the International Conference on Learning Representations (ICLR)},
  year = 2023,
  month = may,
  url = "https://arxiv.org/pdf/2212.07065.pdf"
}

@inproceedings{dong2023multitrack,
  title = {Multitrack Music Transformer: Learning Long-Term Dependencies in Music with Diverse Instruments},
  author = {Dong, Hao-Wen and Chen, Ke and Dubnov, Shlomo and McAuley, Julian and Berg-Kirkpatrick, Taylor},
  booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  year = 2023,
  month = jun,
  url = "https://arxiv.org/pdf/2207.06983.pdf"
}

@inproceedings{wu2023large,
  title = {Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation},
  author = {Wu*, Yusong and Chen*, Ke and Zhang, Tianyu and Hui, Yuchen and Berg-Kirkpatrick, Taylor and Dubnov, Shlomo},
  booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  year = 2023,
  month = jun,
  url = "https://arxiv.org/pdf/2211.06687.pdf"
}

@inproceedings{lee2022an,
  title = {An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models},
  author = {Mireshghallah, Fatemehsadat and Uniyal, Archit and Wang, Tianhao and Evans, David K and  Berg-Kirkpatrick, Taylor},
  booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)},
  year = 2022,
  month = dec,
  url = "https://aclanthology.org/2022.emnlp-main.119.pdf"
}

@inproceedings{mireshghallah2022quantifying,
  title = {Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks},
  author = {Mireshghallah, Fatemehsadat and Goyal, Kartik and Uniyal, Archit and Berg-Kirkpatrick, Taylor and Shokri, Reza},
  booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)},
  year = 2022,
  month = dec,
  url = "https://arxiv.org/pdf/2203.03929.pdf"
}

@inproceedings{mireshghallah2022memorization,
  title = {An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models},
  author = {Mireshghallah, Fatemehsadat and Uniyal, Archit and Wang, Tianhao and Evans, David and Berg-Kirkpatrick, Taylor},
  booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)},
  year = 2022,
  month = dec,
  url = "https://aclanthology.org/2022.emnlp-main.119.pdf"
}

@inproceedings{lee2022helo,
  title = {HeLo: Learning-Free Lookahead Decoding for Conversation Infilling},
  author = {Lee, Ivan and Berg-Kirkpatrick, Taylor},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP},
  year = 2022,
  month = dec,
  url = "https://aclanthology.org/2022.findings-emnlp.367.pdf"
}

@article{mireshghallah2022non,
  title = {Non-Parametric Temporal Adaptation for Social Media Topic Classification},
  author = {Mireshghallah, Fatemehsadat and Vogler, Nikolai and He, Junxian and Florez, Omar and El-Kishky, Ahmed and Berg-Kirkpatrick, Taylor},
  journal = {arXiv preprint arXiv:2209.05706},
  year = 2022,
  month = sep,
  url = "https://arxiv.org/pdf/2209.05706.pdf"
}

@inproceedings{srivatsan2022checklist,
  title = {Checklist Models for Improved Output Fluency in Piano Fingering Prediction},
  author = {Nikita Srivatsan and Taylor Berg-Kirkpatrick},
  booktitle = "Proceedings of the 23rd International Society for Music Information Retrieval Conference (ISMIR)",
  year = 2022,
  month = dec,
  url = "https://arxiv.org/pdf/2209.05622.pdf"
}

@inproceedings{chen2022improving,
  title={Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments},
  author={Chen, Ke and Dong, Hao-Wen and Luo, Yi and McAuley, Julian and Berg-Kirkpatrick, Taylor and Puckette, Miller and Dubnov, Shlomo},
  booktitle = "Proceedings of the 23rd International Society for Music Information Retrieval Conference (ISMIR)",
  year = 2022,
  month = dec,
  url = "https://arxiv.org/pdf/2209.02871.pdf"
}

@inproceedings{mireshghallah2021useridentifier,
  title = {UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis},
  author = {Mireshghallah, Fatemehsadat and Shrivastava, Vaishnavi and Shokouhi, Milad and Berg-Kirkpatrick, Taylor and Sim, Robert and Dimitriadis, Dimitrios},
  year = 2022,
  month = jul,
  booktitle = "Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)",
  url = "https://arxiv.org/pdf/2110.00135.pdf"
}

@inproceedings{vogler2021lacuna,
  title = {Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcription},
  author = {Vogler, Nikolai and Allen, Jonathan Parkes and Miller, Matthew Thomas and Berg-Kirkpatrick, Taylor},
  year = 2022,
  month = jul,
  booktitle = "Findings of the Association for Computational Linguistics: NAACL-HLT 2022",
  url = "https://arxiv.org/pdf/2112.08692.pdf"
}

@inproceedings{spokoyny2021masked,
  title = {Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context},
  author = {Spokoyny, Daniel and Lee, Ivan and Jin, Zhao and Berg-Kirkpatrick, Taylor},
  year = 2022,
  month = jul,
  booktitle = "Findings of the Association for Computational Linguistics: NAACL-HLT 2022",
  url = "https://arxiv.org/pdf/2112.08616.pdf"
}

@article{zhou2022prompt,
  title = {Prompt Consistency for Zero-Shot Task Generalization},
  author = {Zhou*, Chunting and He*, Junxian and Ma, Xuezhe and Berg-Kirkpatrick, Taylor and Neubig, Graham},
  journal = {arXiv preprint arXiv:2205.00049},
  year = 2022,
  url = "https://arxiv.org/pdf/2205.00049.pdf"
}

@inproceedings{cirik-etal-2022-holm,
    title = "{HOLM}: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes",
    author = "Cirik, Volkan  and  Morency, Louis-Philippe and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = may,
    year = "2022",
    address = "Dublin, Ireland",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.acl-long.373",
    pages = "5440--5453"
}

@inproceedings{mireshghallah-etal-2022-mix,
    title = "Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models",
    author = "Mireshghallah, Fatemehsadat and Goyal, Kartik and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = may,
    year = "2022",
    address = "Dublin, Ireland",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.acl-long.31",
    pages = "401--415"
}

@inproceedings{majumder-etal-2022-achieving,
    title = "Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection",
    author = "Majumder, Bodhisattwa Prasad and Jhamtani, Harsh and Berg-Kirkpatrick, Taylor and McAuley, Julian",
    booktitle = "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = may,
    year = "2022",
    address = "Dublin, Ireland",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.acl-long.224",
    pages = "3140--3153"
}

@inproceedings{dong2022deep,
  title={Deep Performer: Score-to-Audio Music Performance Synthesis},
  author={Dong, Hao-Wen and Zhou, Cong and Berg-Kirkpatrick, Taylor and McAuley, Julian},
  booktitle={Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  year=2022,
  month = feb,
  url = "https://arxiv.org/pdf/2202.06034.pdf"
}

@inproceedings{chen2022htsat,
  title = {HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection},
  author = {Chen, Ke and Du, Xingjian and Zhu, Bilei and Ma, Zejun and Berg-Kirkpatrick, Taylor and Dubnov, Shlomo},
  booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  year = 2022,
  month = feb,
  url = "https://arxiv.org/pdf/2202.00874.pdf"
}

@inproceedings{chen2022tonet,
  title = {TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music},
  author = {Chen, Ke and Yu, Shuai and Wang, Cheng-i and Berg-Kirkpatrick, Taylor and Dubnov, Shlomo},
  booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  year = 2022,
  month = feb,
  url = "https://arxiv.org/pdf/2202.00951.pdf"
}

@article{vogler2022unsupervised,
  title = {An Unsupervised Masking Objective for Abstractive Multi-Document News Summarization},
  author = {Vogler, Nikolai and Li, Songlin and Xu, Yujie and Mi, Yujian and Berg-Kirkpatrick, Taylor},
  journal = {arXiv preprint arXiv:2201.02321},
  year = 2022,
  url = "https://arxiv.org/pdf/2201.02321.pdf"
}

@inproceedings{chen2021zero,
  title = {Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data},
  author = {Chen*, Ke and Du*, Xingjian and Zhu, Bilei and Ma, Zejun and Berg-Kirkpatrick, Taylor and Dubnov, Shlomo},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)},
  year = 2022,
  month = feb,
  url = "https://arxiv.org/pdf/2112.07891.pdf"
}

@inproceedings{he2021towards,
  title = {Towards a Unified View of Parameter-Efficient Transfer Learning},
  author = {He*, Junxian and Zhou*, Chunting and Ma, Xuezhe and Berg-Kirkpatrick, Taylor and Neubig, Graham},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = 2022,
  month = apr,
  url = "https://arxiv.org/pdf/2110.04366.pdf"
}

@inproceedings{jhamtani-etal-2021-investigating,
    title = "Investigating Robustness of Dialog Models to Popular Figurative Language Constructs",
    author = "Jhamtani*, Harsh and Gangal*, Varun and Hovy, Eduard and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = 2021,
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-main.592",
    pages = "7476--7485",
}

@inproceedings{jhamtani-berg-kirkpatrick-2021-truth,
    title = "Truth-Conditional Captions for Time Series Data",
    author = "Jhamtani, Harsh and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = 2021,
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-main.55",
    pages = "719--733",
}

@inproceedings{srivatsan-etal-2021-scalable,
    title = "Scalable Font Reconstruction with Dual Latent Manifolds",
    author = "Srivatsan, Nikita and Wu, Si and Barron, Jonathan T. and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = 2021,
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-main.244",
    pages = "3060--3072",
}

@inproceedings{mireshghallah-berg-kirkpatrick-2021-style,
    title = "Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness",
    author = "Mireshghallah, Fatemehsadat and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = 2021,
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-main.152",
    pages = "2009--2022",
}

@inproceedings{he-etal-2021-efficient,
    title = "Efficient Nearest Neighbor Language Models",
    author = "He, Junxian and Neubig, Graham and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = 2021,
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-main.461",
    pages = "5703--5714",
}

@inproceedings{edirisooriya2021empirical,
  title = {An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition},
  author = {Edirisooriya, Sachinda and Dong, Hao-Wen and McAuley, Julian and Berg-Kirkpatrick, Taylor},
  booktitle = "Proceedings of the 22nd International Society for Music Information Retrieval Conference (ISMIR)",
  year = 2021,
  month = nov,
  url = "https://archives.ismir.net/ismir2021/paper/000020.pdf"
}

@inproceedings{dong2021towards,
  title = {Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music},
  author = {Dong, Hao-Wen and Donahue, Chris and Berg-Kirkpatrick, Taylor and McAuley, Julian},
  booktitle = "Proceedings of the 22nd International Society for Music Information Retrieval Conference (ISMIR)",
  year = 2021,
  month = nov,
  url = "https://archives.ismir.net/ismir2021/paper/000019.pdf"
}

@inproceedings{srivatsan2021neural,
    author = "Srivatsan, Nikita and Vega, Jason and Skelton, Christina and Berg-Kirkpatrick, Taylor",
    editor = "Barney Smith, Elisa H. and Pal, Umapada",
    title = "Neural Representation Learning for Scribal Hands of {L}inear {B}",
    booktitle = "ICDAR 2021 Workshop on Computational Paleography (1st edition)",
    year = 2021,
    publisher = "Springer International Publishing",
    address = "Cham",
    pages = "325--338",
    isbn = "978-3-030-86159-9",
    month = sep,
    url = "https://link.springer.com/content/pdf/10.1007%2F978-3-030-86159-9_23.pdf"
}

@inproceedings{ryskina-etal-2021-comparative,
    title = "Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction",
    author = "Ryskina, Maria and Hovy, Eduard and Berg-Kirkpatrick, Taylor and Gormley, Matthew R.",
    booktitle = "Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology (SIGMORPHON@ACL)",
    month = aug,
    year = 2021,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.sigmorphon-1.22",
    doi = "10.18653/v1/2021.sigmorphon-1.22",
    pages = "198--211",
}

@inproceedings{gangal-etal-2021-improving,
    title = "Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation",
    author = "Gangal*, Varun and Jhamtani*, Harsh and Hovy, Eduard and Berg-Kirkpatrick, Taylor",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    month = aug,
    year = 2021,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.findings-acl.357",
    doi = "10.18653/v1/2021.findings-acl.357",
    pages = "4079--4090",
}

@inproceedings{majumder-etal-2021-unsupervised,
    title = "Unsupervised Enrichment of Persona-grounded Dialog with Background Stories",
    author = "Majumder, Bodhisattwa Prasad and Berg-Kirkpatrick, Taylor and McAuley, Julian and Jhamtani, Harsh",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP)",
    month = aug,
    year = 2021,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.74",
    doi = "10.18653/v1/2021.acl-short.74",
    pages = "585--592",
}

@inproceedings{goyal2021exposing,
    title = {Exposing the Implicit Energy Networks behind Masked Language Models via {M}etropolis–{H}astings},
    author = {Goyal, Kartik and Dyer, Chris and Berg-Kirkpatrick, Taylor},
    booktitle = {International Conference on Learning Representations (ICLR)},
    year = 2022,
    month = apr,
    url = "https://arxiv.org/pdf/2106.02736.pdf"
}

@inproceedings{mireshghallah-etal-2021-privacy,
    title = "Privacy Regularization: Joint Privacy-Utility Optimization in Language Models",
    author = {Mireshghallah, Fatemehsadat and Inan, Huseyin A. and Hasegawa, Marcello and Rühle, Victor and Berg-Kirkpatrick, Taylor and Sim, Robert},
    booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)",
    month = jun,
    year = 2021,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.naacl-main.298",
    doi = "10.18653/v1/2021.naacl-main.298",
    pages = "3799--3807",
}

@article{wieting2021paraphrastic,
    title = {Paraphrastic Representations at Scale},
    author = {Wieting, John and Gimpel, Kevin and Neubig, Graham and Berg-Kirkpatrick, Taylor},
    journal = {arXiv preprint arXiv:2104.15114},
    year = 2021,
    url = "https://arxiv.org/pdf/2104.15114.pdf"
}

@article{jain2021empirical,
    title = {An Empirical Study of Extrapolation in Text Generation with Scalar Control},
    author = {Jain, Aashi and Berg-Kirkpatrick, Taylor},
    journal = {arXiv preprint arXiv:2104.07910},
    year = 2021,
    url = "https://arxiv.org/pdf/2104.07910.pdf"
}

@inproceedings{he2020learning,
    author = {He, Junxian and Berg-Kirkpatrick, Taylor and Neubig, Graham},
    booktitle = {Proceedings of the 34th International Conference on Neural Information Processing Systems (NeurIPS)},
    pages = {14724--14735},
    title = {Learning Sparse Prototypes for Text Generation},
    volume = {33},
    year = 2020,
    month = dec,
    url = "https://proceedings.neurips.cc/paper/2020/file/a8ef1979aeec2737ae3830ec543ed0df-Paper.pdf",
}

@inproceedings{majumder-etal-2020-like,
    title = "Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions",
    author = "Majumder, Bodhisattwa Prasad and Jhamtani, Harsh and Berg-Kirkpatrick, Taylor and McAuley, Julian",
    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = 2020,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.emnlp-main.739",
    doi = "10.18653/v1/2020.emnlp-main.739",
    pages = "9194--9206",
}

@inproceedings{jhamtani-berg-kirkpatrick-2020-narrative,
    title = "Narrative Text Generation with a Latent Discrete Plan",
    author = "Jhamtani, Harsh and Berg-Kirkpatrick, Taylor",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2020",
    month = nov,
    year = 2020,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.findings-emnlp.325",
    doi = "10.18653/v1/2020.findings-emnlp.325",
    pages = "3637--3650",
}

@inproceedings{spokoyny-berg-kirkpatrick-2020-empirical,
    title = "An Empirical Investigation of Contextualized Number Prediction",
    author = "Spokoyny, Daniel and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = 2020,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.emnlp-main.385",
    doi = "10.18653/v1/2020.emnlp-main.385",
    pages = "4754--4764",
}

@inproceedings{wieting-etal-2020-bilingual,
    title = "A Bilingual Generative Transformer for Semantic Sentence Embedding",
    author = "Wieting, John and Neubig, Graham and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = 2020,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.emnlp-main.122",
    doi = "10.18653/v1/2020.emnlp-main.122",
    pages = "1581--1594",
}

@inproceedings{jiang-etal-2020-discovering,
    title = "Discovering Music Relations with Sequential Attention",
    author = "Jiang, Junyan and Xia, Gus and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 1st Workshop on NLP for Music and Audio (NLP4MusA@ISMIR)",
    month = oct,
    year = 2020,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2020.nlp4musa-1.1",
    pages = "1--5",
}

@inproceedings{dong2020muspy,
    title = {Mus{P}y: A Toolkit for Symbolic Music Generation},
    author = {Dong, Hao-Wen and Chen, Ke and McAuley, Julian and Berg-Kirkpatrick, Taylor},
    booktitle = "Proceedings of the 21st International Society for Music Information Retrieval Conference (ISMIR)",
    year = 2020,
    month = oct,
    address = "Montréal, Canada",
    url = "https://archives.ismir.net/ismir2020/paper/000187.pdf"
}

@inproceedings{chen2020music,
    title={Music {S}ketch{N}et: Controllable Music Generation via Factorized Representations of Pitch and Rhythm},
    author={Chen, Ke and Wang, Cheng-i and Berg-Kirkpatrick, Taylor and Dubnov, Shlomo},
    booktitle= "Proceedings of the 21st International Society for Music Information Retrieval Conference (ISMIR)",
    year = 2020,
    month = oct,
    address = "Montréal, Canada",
    url = "https://archives.ismir.net/ismir2020/paper/000146.pdf"
}

@inproceedings{cirik-etal-2020-refer360,
    title = "Refer360°: A Referring Expression Recognition Dataset in 360° Images",
    author = "Cirik, Volkan and Berg-Kirkpatrick, Taylor and Morency, Louis-Philippe",
    booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = jul,
    year = 2020,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.acl-main.644",
    doi = "10.18653/v1/2020.acl-main.644",
    pages = "7189--7202",
}

@inproceedings{goyal-etal-2020-probabilistic,
    title = "A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing",
    author = "Goyal, Kartik and Dyer, Chris and Warren, Christopher and G'Sell, Max and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = jul,
    year = 2020,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.acl-main.266",
    doi = "10.18653/v1/2020.acl-main.266",
    pages = "2954--2960",
}

@inproceedings{ryskina-etal-2020-phonetic,
    title = "Phonetic and Visual Priors for Decipherment of Informal Romanization",
    author = "Ryskina, Maria and Gormley, Matthew R. and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = jul,
    year = 2020,
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.acl-main.737",
    doi = "10.18653/v1/2020.acl-main.737",
    pages = "8308--8319",
}

@inproceedings{he2020probabilistic,
    title = {A Probabilistic Formulation of Unsupervised Text Style Transfer},
    author = {Junxian He* and Xinyi Wang* and Graham Neubig and Taylor Berg-Kirkpatrick},
    booktitle = {International Conference on Learning Representations (ICLR)},
    year = 2020,
    month = apr,
    url = {https://arxiv.org/pdf/2002.03912.pdf}
}

@inproceedings{jhamtani2020domain,
    title = {Domain Adaptation via Context Prediction for Engineering Diagram Search},
    author = {Jhamtani, Harsh and Berg-Kirkpatrick, Taylor},
    booktitle = {European Conference on Information Retrieval (ECIR)},
    pages = {199--206},
    year = 2020,
    organization = {Springer},
    month = apr,
    url = "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148009/pdf/978-3-030-45442-5_Chapter_25.pdf/?tool=EBI"
}

@inproceedings{ryskina-etal-2020-new,
    title = "Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods",
    author = "Ryskina, Maria and Rabinovich, Ella and Berg-Kirkpatrick, Taylor and Mortensen, David R. and Tsvetkov, Yulia",
    booktitle = "Proceedings of the Society for Computation in Linguistics (SCiL)",
    month = jan,
    year = 2020,
    address = "New York, New York",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.scil-1.43",
    doi = "10.7275/1jra-8m83",
    pages = "313--322",
}

@inproceedings{srivatsan-etal-2019-deep,
    title = "A Deep Factorization of Style and Structure in Fonts",
    author = "Srivatsan, Nikita and Barron, Jonathan T. and Klein, Dan and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
    month = nov,
    year = 2019,
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D19-1225",
    doi = "10.18653/v1/D19-1225",
    pages = "2195--2205",
}

@inproceedings{jhamtani-etal-2019-learning,
    title = "Learning Rhyming Constraints using Structured Adversaries",
    author = "Jhamtani, Harsh and Mehta, Sanket Vaibhav and Carbonell, Jaime and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
    month = nov,
    year = 2019,
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D19-1621",
    doi = "10.18653/v1/D19-1621",
    pages = "6025--6031",
}

@inproceedings{li-etal-2019-surprisingly,
    title = "A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text",
    author = "Li*, Bohan and He*, Junxian and Neubig, Graham and Berg-Kirkpatrick, Taylor and Yang, Yiming",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
    month = nov,
    year = 2019,
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D19-1370",
    doi = "10.18653/v1/D19-1370",
    pages = "3603--3614",
}

@inproceedings{he-etal-2019-cross,
    title = "Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections",
    author = "He, Junxian and Zhang, Zhisong and Berg-Kirkpatrick, Taylor and Neubig, Graham",
    booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = jul,
    year = 2019,
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/P19-1311",
    doi = "10.18653/v1/P19-1311",
    pages = "3211--3223",
}

@inproceedings{wieting-etal-2019-simple,
    title = "Simple and Effective Paraphrastic Similarity from Parallel Translations",
    author = "Wieting, John and Gimpel, Kevin and Neubig, Graham and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = jul,
    year = 2019,
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/P19-1453",
    doi = "10.18653/v1/P19-1453",
    pages = "4602--4608",
}

@inproceedings{wieting-etal-2019-beyond,
    title = "Beyond {BLEU}: Training Neural Machine Translation with Semantic Similarity",
    author = "Wieting, John and Berg-Kirkpatrick, Taylor and Gimpel, Kevin and Neubig, Graham",
    booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = jul,
    year = 2019,
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/P19-1427",
    doi = "10.18653/v1/P19-1427",
    pages = "4344--4355",
}

@article{jhamtani2019repeatgan,
    title = {Modeling Self-Repetition in Music Generation using Generative Adversarial Networks},
    author = {Jhamtani, Harsh and Berg-Kirkpatrick, Taylor},
    journal = {Machine Learning for Music Discovery Workshop, ICML 2019 (ML4MD@ICML)},
    year = 2019,
    month = jun,
    url = "http://www.contrib.andrew.cmu.edu/~jharsh/papers/music_workshop_paper.pdf"
}

@inproceedings{goyal-etal-2019-empirical,
    title = "{A}n Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search",
    author = "Goyal, Kartik  and Dyer, Chris and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)",
    month = jun,
    year = 2019,
    address = "Minneapolis, Minnesota",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/N19-1171",
    doi = "10.18653/v1/N19-1171",
    pages = "1724--1733",
}

@inproceedings{he2018lagging,
    title = {Lagging Inference Networks and Posterior Collapse in Variational Autoencoders},
    author = {Junxian He and Daniel Spokoyny and Graham Neubig and Taylor Berg-Kirkpatrick},
    booktitle = {International Conference on Learning Representations (ICLR)},
    year = 2019,
    month = may,
    url = "https://arxiv.org/pdf/1901.05534.pdf",
}

@inproceedings{yang2018unsupervised,
   author = {Yang, Zichao and Hu, Zhiting and Dyer, Chris and Xing, Eric P. and Berg-Kirkpatrick, Taylor},
   booktitle = {Proceedings of the 32nd International Conference on Neural Information Processing Systems (NeurIPS)},
   title = {Unsupervised Text Style Transfer using Language Models as Discriminators},
   pages = {7298--7309},
   year = 2018,
   month = dec,
   url = "https://proceedings.neurips.cc/paper/2018/file/398475c83b47075e8897a083e97eb9f0-Paper.pdf",
}

@inproceedings{fried2018speaker,
   author = {Fried*, Daniel and Hu*, Ronghang and Cirik*, Volkan and Rohrbach, Anna and Andreas, Jacob and Morency, Louis-Philippe and Berg-Kirkpatrick, Taylor and Saenko, Kate and
    Klein**, Dan and Darrell**, Trevor},
   booktitle = {Proceedings of the 32nd International Conference on Neural Information Processing Systems (NeurIPS)},
   title = {Speaker-Follower Models for Vision-and-Language Navigation},
   pages = {3318--3329},
   year = 2018,
   month = dec,
   url = "https://proceedings.neurips.cc/paper/2018/file/6a81681a7af700c6385d36577ebec359-Paper.pdf",
}


@inproceedings{srivatsan-etal-2018-modeling,
    title = "Modeling Online Discourse with Coupled Distributed Topics",
    author = "Srivatsan, Nikita and Wojtowicz, Zachary and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = oct # "-" # nov,
    year = 2018,
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D18-1496",
    doi = "10.18653/v1/D18-1496",
    pages = "4673--4682",
}

@inproceedings{jhamtani-berg-kirkpatrick-2018-learning,
    title = "Learning to Describe Differences Between Pairs of Similar Images",
    author = "Jhamtani, Harsh and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = oct # "-" # nov,
    year = 2018,
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D18-1436",
    doi = "10.18653/v1/D18-1436",
    pages = "4024--4034",
}

@inproceedings{he-etal-2018-unsupervised,
    title = "Unsupervised Learning of Syntactic Structure with Invertible Neural Projections",
    author = "He, Junxian and Neubig, Graham and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = oct # "-" # nov,
    year = 2018,
    address = "Brussels, Belgium",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D18-1160",
    doi = "10.18653/v1/D18-1160",
    pages = "1292--1302",
}

@inproceedings{jhamtani-etal-2018-learning,
    title = "Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data",
    author = "Jhamtani*, Harsh and Gangal*, Varun and Hovy, Eduard and Neubig, Graham and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = jul,
    year = 2018,
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/P18-1154",
    doi = "10.18653/v1/P18-1154",
    pages = "1661--1671",
}

@inproceedings{cirik-etal-2018-visual,
    title = "Visual Referring Expression Recognition: What Do Systems Actually Learn?",
    author = "Cirik, Volkan and Morency, Louis-Philippe  and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)",
    month = jun,
    year = 2018,
    address = "New Orleans, Louisiana",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/N18-2123",
    doi = "10.18653/v1/N18-2123",
    pages = "781--787",
}

@inproceedings{goyal2018continuous,
  title = {A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models},
  author = {Goyal, Kartik and Neubig, Graham and Dyer, Chris and Berg-Kirkpatrick, Taylor},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)},
  volume = {32},
  number = {1},
  year = 2018,
  url = "https://arxiv.org/pdf/1708.00111.pdf"
}

@inproceedings{cirik2018using,
  title = {Using Syntax to Ground Referring Expressions in Natural Images},
  author = {Cirik, Volkan and Berg-Kirkpatrick, Taylor and Morency, Louis-Philippe},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)},
  volume = {32},
  number = {1},
  year = 2018,
  url = "https://arxiv.org/pdf/1805.10547.pdf"
}

@inproceedings{subramanian2018spine,
  title = {{SPINE}: SParse Interpretable Neural Embeddings},
  author = {Subramanian*, Anant and Pruthi*, Danish and Jhamtani*, Harsh and Berg-Kirkpatrick, Taylor and Hovy, Eduard},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)},
  volume = {32},
  number = {1},
  year = 2018,
  url = "https://arxiv.org/pdf/1711.08792.pdf"
}

@inproceedings{pmlr-v70-yang17d,
  title = {Improved Variational Autoencoders for Text Modeling using Dilated Convolutions},
  author = {Zichao Yang and Zhiting Hu and Ruslan Salakhutdinov and Taylor Berg-Kirkpatrick},
  booktitle = {Proceedings of the 34th International Conference on Machine Learning (ICML)},
  pages = {3881--3890},
  year = 2017,
  editor = {Precup, Doina and Teh, Yee Whye},
  volume = {70},
  month = aug,
  publisher = {PMLR},
  pdf = {http://proceedings.mlr.press/v70/yang17d/yang17d.pdf},
  url = {https://proceedings.mlr.press/v70/yang17d.html},
}


@inproceedings{he2017efficient,
    title = {Efficient Correlated Topic Modeling with Topic Embedding},
    author = {He*, Junxian and Hu*, Zhiting and Berg-Kirkpatrick, Taylor and Huang, Ying and Xing, Eric P.},
    booktitle = {Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)},
    pages = {225--233},
    year = 2017,
    organization = {ACM},
    month = aug,
    url = "https://arxiv.org/abs/1707.00206"
}

@inproceedings{ryskina-etal-2017-automatic,
    title = "Automatic Compositor Attribution in the {F}irst {F}olio of {S}hakespeare",
    author = "Ryskina, Maria and Alpert-Abrams, Hannah and Garrette, Dan and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = jul,
    year = 2017,
    address = "Vancouver, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/P17-2065",
    doi = "10.18653/v1/P17-2065",
    pages = "411--416",
}

@inproceedings{goyal-etal-2017-differentiable,
    title = "Differentiable Scheduled Sampling for Credit Assignment",
    author = "Goyal, Kartik and Dyer, Chris and Berg-Kirkpatrick, Taylor",
    booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = jul,
    year = 2017,
    address = "Vancouver, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/P17-2058",
    doi = "10.18653/v1/P17-2058",
    pages = "366--371",
}

@inproceedings{durrett-etal-2016-learning,
    title = "Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints",
    author = "Durrett, Greg and Berg-Kirkpatrick, Taylor and Klein, Dan",
    booktitle = "Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL)",
    month = aug,
    year = 2016,
    address = "Berlin, Germany",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/P16-1188",
    doi = "10.18653/v1/P16-1188",
    pages = "1998--2008",
}

@article{hammond2016using,
    title = "Using accelerometers to remotely and automatically characterize behavior in small animals",
    author = "Hammond, Talisin T. and Springthorpe, Dwight and Walsh, Rachel E. and Berg-Kirkpatrick, Taylor",
    journal = "Journal of Experimental Biology",
    volume = "219",
    number = "11",
    pages = "1618--1624",
    year = 2016,
    month = jan,
    publisher = "The Company of Biologists Ltd",
    url = "https://journals.biologists.com/jeb/article/219/11/1618/15171/Using-accelerometers-to-remotely-and-automatically"
}