Taylor Berg-Kirkpatrick
Orcid: 0000-0002-1283-4075
According to our database1,
Taylor Berg-Kirkpatrick
authored at least 136 papers
between 2008 and 2024.
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Bibliography
2024
Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation.
CoRR, 2024
Generating Symbolic Music from Natural Language Prompts using an LLM-Enhanced Dataset.
CoRR, 2024
CoRR, 2024
Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation.
CoRR, 2024
CoRR, 2024
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning Ability.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024
MONSTERMASH: Multidirectional, Overlapping, Nested, Spiral Text Extraction for Recognition Models of Arabic-Script Handwriting.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 Workshops, 2024
MusicLDM: Enhancing Novelty in text-to-music Generation Using Beat-Synchronous mixup Strategies.
Proceedings of the IEEE International Conference on Acoustics, 2024
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Exploring the Relationship Between Model Architecture and In-Context Learning Ability.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023
Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023
Large-Scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 27th Conference on Computational Natural Language Learning, 2023
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Multitrack Music Transformer: Learning Long-Term Dependencies in Music with Diverse Instruments.
CoRR, 2022
Mix and Match: Learning-free Controllable Text Generation using Energy Language Models.
CoRR, 2022
CoRR, 2022
Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--Hastings.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction.
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
Proceedings of the Document Analysis and Recognition, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Advances in Information Retrieval, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Proceedings of the 2018 Text Analysis Conference, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
A Continuous Relaxation of Beam Search for End-to-End Training of Neural Sequence Models.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 26th International Conference on World Wide Web, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
2011
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
2010
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
2008
Proceedings of the ACL 2008, 2008