NLPExplorer

David Mimno

Number of Papers:- 24

Number of Citations:- 192

First ACL Paper:- 2009

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

CLFL

LaTeCHCLfL

EMNLP

TACL

ACL

EACL

IJCNLP

LaTeCH

Co-Authors:-

Similar Authors:-

[Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMs LaTeCHCLfL WS

Rebecca Hicke | David Mimno |

Contextualized Topic Coherence Metrics F i n d i n g s - E A C L

A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity NAACL

Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings EMNLP

Andrea W Wen-Yi | David Mimno |

Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement EMNLP

Rosamond Thalken | Edward Stiglitz | David Mimno | Matthew Wilkens |

Data Similarity is Not Enough to Explain Language Model Performance EMNLP

Gregory Yauney | Emily Reif | David Mimno |

Bad Seeds: Evaluating Lexical Methods for Bias Measurement ACL IJCNLP

Maria Antoniak | David Mimno |

‘Tecnologica cosa’: Modeling Storyteller Personalities in Boccaccio’s ‘Decameron’ CLFL EMNLP LaTeCH LaTeCHCLfL

Comparing Text Representations: A Theory-Driven Approach EMNLP

Gregory Yauney | David Mimno |

Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents EMNLP

Gregory Yauney | Jack Hessel | David Mimno |

Unsupervised Discovery of Multimodal Links in Multi-image, Multi-sentence Documents EMNLP

Jack Hessel | Lillian Lee | David Mimno |

Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm EMNLP

Moontae Lee | Sungjun Cho | David Bindel | David Mimno |

Authorless Topic Models: Biasing Models Away from Known Structure COLING

Laure Thompson | David Mimno |

Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets NAACL

Jack Hessel | David Mimno | Lillian Lee |

Evaluating the Stability of Embedding-based Word Similarities TACL

Maria Antoniak | David Mimno |

Quantifying the Effects of Text Duplication on Semantic Models EMNLP

Alexandra Schofield | Laure Thompson | David Mimno |

The strange geometry of skip-gram with negative sampling EMNLP

David Mimno | Laure Thompson |

Pulling Out the Stops: Rethinking Stopword Removal for Topic Models EACL

Alexandra Schofield | Måns Magnusson | David Mimno |

Comparing Apples to Apple: The Effects of Stemmers on Topic Models TACL

Alexandra Schofield | David Mimno |

Evaluation methods for unsupervised word embeddings EMNLP

Tobias Schnabel | Igor Labutov | David Mimno | Thorsten Joachims |

Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference EMNLP

David Mimno | Moontae Lee |

Bayesian Checking for Topic Models EMNLP

David Mimno | David Blei |

Optimizing Semantic Coherence in Topic Models EMNLP

Polylingual Topic Models EMNLP