NLPExplorer

Taylor Berg Kirkpatrick

Number of Papers:- 66

Number of Citations:- 375

First ACL Paper:- 2008

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

EMNLP

Findings

SIGMORPHON

ML4AL

ClimateNLP

ACL

EACL

IJCNLP

Co-Authors:-

Aditi Agarwal

Ahmed El Kishky

Akshay Srivatsan

Alexandre Bouchard Cote

Archit Uniyal

Similar Authors:-

Li Mei Kuan

Jorge Antonio Leoni De Leon

Josep Angel Mas

Mara Chinea Rios1

Josu Landa

Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors EACL

Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating ML4AL WS

LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP ACL

Aligning Unstructured Paris Agreement Climate Plans with Sustainable Development Goals ClimateNLP WS

Daniel Spokoyny | Janelle Cai | Tom Corringham | Taylor Berg-Kirkpatrick |

MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization F i n d i n g s - E M N L P

Yasaman Jafari | Dheeraj Mekala | Rose Yu | Taylor Berg-Kirkpatrick |

Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN EMNLP

Membership Inference Attacks against Language Models via Neighbourhood Comparison F i n d i n g s - A C L

A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation CoNLL

Jarad Forristal | Fatemehsadat Mireshghallah | Greg Durrett | Taylor Berg-Kirkpatrick |

Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ACL

Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection ACL

Bodhisattwa Prasad Majumder | Harsh Jhamtani | Taylor Berg-Kirkpatrick | Julian McAuley |

HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes ACL

Volkan Cirik | Louis-Philippe Morency | Taylor Berg-Kirkpatrick |

Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models ACL

Fatemehsadat Mireshghallah | Kartik Goyal | Taylor Berg-Kirkpatrick |

Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription Findings NAACL

Nikolai Vogler | Jonathan Allen | Matthew Miller | Taylor Berg-Kirkpatrick |

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

Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context Findings NAACL

Daniel Spokoyny | Ivan Lee | Zhao Jin | Taylor Berg-Kirkpatrick |

Prompt Consistency for Zero-Shot Task Generalization F i n d i n g s - E M N L P

Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks EMNLP

HeLo: Learning-Free Lookahead Decoding for Conversation Infilling F i n d i n g s - E M N L P

Ivan Lee | Taylor Berg-Kirkpatrick |

Paraphrastic Representations at Scale EMNLP

John Wieting | Kevin Gimpel | Graham Neubig | Taylor Berg-kirkpatrick |

An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models EMNLP

Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels NAACL

Efficient Nearest Neighbor Language Models EMNLP

Junxian He | Graham Neubig | Taylor Berg-Kirkpatrick |

Investigating Robustness of Dialog Models to Popular Figurative Language Constructs EMNLP

Harsh Jhamtani | Varun Gangal | Eduard Hovy | Taylor Berg-Kirkpatrick |

Unsupervised Enrichment of Persona-grounded Dialog with Background Stories ACL IJCNLP

Bodhisattwa Prasad Majumder | Taylor Berg-Kirkpatrick | Julian McAuley | Harsh Jhamtani |

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

Maria Ryskina | Eduard Hovy | Taylor Berg-Kirkpatrick | Matthew R. Gormley |

Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation Findings

Varun Gangal | Harsh Jhamtani | Eduard Hovy | Taylor Berg-Kirkpatrick |

Truth-Conditional Captions for Time Series Data EMNLP

Harsh Jhamtani | Taylor Berg-Kirkpatrick |

Scalable Font Reconstruction with Dual Latent Manifolds EMNLP

Nikita Srivatsan | Si Wu | Jonathan Barron | Taylor Berg-Kirkpatrick |

Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness EMNLP

Fatemehsadat Mireshghallah | Taylor Berg-Kirkpatrick |

Refer360∘: A Referring Expression Recognition Dataset in 360: A Referring Expression Recognition Dataset in 360∘ Images Images ACL

Volkan Cirik | Taylor Berg-Kirkpatrick | Louis-Philippe Morency |

A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing ACL

Phonetic and Visual Priors for Decipherment of Informal Romanization ACL

Maria Ryskina | Matthew R. Gormley | Taylor Berg-Kirkpatrick |

A Bilingual Generative Transformer for Semantic Sentence Embedding EMNLP

John Wieting | Graham Neubig | Taylor Berg-Kirkpatrick |

Narrative Text Generation with a Latent Discrete Plan EMNLP Findings

Harsh Jhamtani | Taylor Berg-Kirkpatrick |

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

Bodhisattwa Prasad Majumder | Harsh Jhamtani | Taylor Berg-Kirkpatrick | Julian McAuley |

An Empirical Investigation of Contextualized Number Prediction EMNLP

Taylor Berg-Kirkpatrick | Daniel Spokoyny |

A Deep Factorization of Style and Structure in Fonts EMNLP

Akshay Srivatsan | Jonathan Barron | Dan Klein | Taylor Berg-Kirkpatrick |

A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP

Learning Rhyming Constraints using Structured Adversaries EMNLP

Harsh Jhamtani | Sanket Vaibhav Mehta | Jaime Carbonell | Taylor Berg-Kirkpatrick |

An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search NAACL

Kartik Goyal | Chris Dyer | Taylor Berg-Kirkpatrick |

Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ACL

Junxian He | Zhisong Zhang | Taylor Berg-Kirkpatrick | Graham Neubig |

Beyond BLEU:Training Neural Machine Translation with Semantic Similarity ACL

John Wieting | Taylor Berg-Kirkpatrick | Kevin Gimpel | Graham Neubig |

Simple and Effective Paraphrastic Similarity from Parallel Translations ACL

John Wieting | Kevin Gimpel | Graham Neubig | Taylor Berg-Kirkpatrick |

Unsupervised Learning of Syntactic Structure with Invertible Neural Projections EMNLP

Junxian He | Graham Neubig | Taylor Berg-Kirkpatrick |

Learning to Describe Differences Between Pairs of Similar Images EMNLP

Harsh Jhamtani | Taylor Berg-Kirkpatrick |

Modeling Online Discourse with Coupled Distributed Topics EMNLP

Akshay Srivatsan | Zachary Wojtowicz | Taylor Berg-Kirkpatrick |

Visual Referring Expression Recognition: What Do Systems Actually Learn? NAACL

Volkan Cirik | Louis-Philippe Morency | Taylor Berg-Kirkpatrick |

Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data ACL

Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP

Differentiable Scheduled Sampling for Credit Assignment ACL

Kartik Goyal | Chris Dyer | Taylor Berg-Kirkpatrick |

Automatic Compositor Attribution in the First Folio of Shakespeare ACL

Maria Ryskina | Hannah Alpert-Abrams | Dan Garrette | Taylor Berg-Kirkpatrick |

Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints ACL

Greg Durrett | Taylor Berg-Kirkpatrick | Dan Klein |

An Empirical Analysis of Optimization for Max-Margin NLP EMNLP

Jonathan K. Kummerfeld | Taylor Berg-Kirkpatrick | Dan Klein |

Unsupervised Code-Switching for Multilingual Historical Document Transcription NAACL

Dan Garrette | Hannah Alpert-Abrams | Taylor Berg-Kirkpatrick | Dan Klein |

GPU-Friendly Local Regression for Voice Conversion NAACL

Taylor Berg-Kirkpatrick | Dan Klein |

Sparser, Better, Faster GPU Parsing ACL

David Hall | Taylor Berg-Kirkpatrick | Dan Klein |

Improved Typesetting Models for Historical OCR ACL

Taylor Berg-Kirkpatrick | Dan Klein |

Decipherment with a Million Random Restarts EMNLP

Taylor Berg-Kirkpatrick | Dan Klein |

Learning Whom to Trust with MACE NAACL

Dirk Hovy | Taylor Berg-Kirkpatrick | Ashish Vaswani | Eduard Hovy |

Unsupervised Transcription of Historical Documents ACL

Taylor Berg-Kirkpatrick | Greg Durrett | Dan Klein |

An Empirical Investigation of Statistical Significance in NLP CoNLL EMNLP

Taylor Berg-Kirkpatrick | David Burkett | Dan Klein |

Simple Effective Decipherment via Combinatorial Optimization EMNLP

Taylor Berg-Kirkpatrick | Dan Klein |

Jointly Learning to Extract and Compress ACL

Taylor Berg-Kirkpatrick | Dan Gillick | Dan Klein |

Painless Unsupervised Learning with Features NAACL

Taylor Berg-Kirkpatrick | Alexandre Bouchard-Côté | John DeNero | Dan Klein |

Phylogenetic Grammar Induction ACL

Taylor Berg-Kirkpatrick | Dan Klein |

Learning Bilingual Lexicons from Monolingual Corpora ACL

Aria Haghighi | Percy Liang | Taylor Berg-Kirkpatrick | Dan Klein |