NLPExplorer

Zachary C Lipton

Number of Papers:- 23

Number of Citations:- 3

First ACL Paper:- 2017

Latest ACL Paper:- 2024

Venues:-

CASE

EMNLP

Findings

Rep4NLP

TACL

ACL

EACL

IJCNLP

AACL

Co-Authors:-

Aarti Singh

Aditya Siddhant

Alankar Jain

Animashree Anandkumar

Bhargavi Paranjape

Similar Authors:-

Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL

Sanjana Ramprasad | Kundan Krishna | Zachary Lipton | Byron Wallace |

Goodhart’s Law Applies to NLP’s Explanation Benchmarks F i n d i n g s - E A C L

Jennifer Hsia | Danish Pruthi | Aarti Singh | Zachary Lipton |

The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods CASE WS

Evan Fellman | Jacob Tyo | Zachary Lipton |

Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL

Sanjana Ramprasad | Elisa Ferracane | Zachary Lipton |

USB: A Unified Summarization Benchmark Across Tasks and Domains F i n d i n g s - E M N L P

Valla: Standardizing and Benchmarking Authorship Attribution and Verification Through Empirical Evaluation and Comparative Analysis IJCNLP AACL

Jacob Tyo | Bhuwan Dhingra | Zachary C. Lipton |

Model-tuning Via Prompts Makes NLP Models Adversarially Robust EMNLP

Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL

Kundan Krishna | Saurabh Garg | Jeffrey Bigham | Zachary Lipton |

Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students? TACL

On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ACL IJCNLP

Divyansh Kaushik | Douwe Kiela | Zachary C. Lipton | Wen-tau Yih |

Does Pretraining for Summarization Require Knowledge Transfer? EMNLP Findings

Kundan Krishna | Jeffrey Bigham | Zachary C. Lipton |

Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques ACL IJCNLP

Kundan Krishna | Sopan Khosla | Jeffrey Bigham | Zachary C. Lipton |

Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP

David Lowell | Brian Howard | Zachary C. Lipton | Byron Wallace |

Learning to Deceive with Attention-Based Explanations ACL

Weakly- and Semi-supervised Evidence Extraction EMNLP Findings

Danish Pruthi | Bhuwan Dhingra | Graham Neubig | Zachary C. Lipton |

On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment EMNLP

Zirui Wang | Zachary C. Lipton | Yulia Tsvetkov |

Practical Obstacles to Deploying Active Learning EMNLP

David Lowell | Zachary C. Lipton | Byron C. Wallace |

Entity Projection via Machine Translation for Cross-Lingual NER EMNLP

Alankar Jain | Bhargavi Paranjape | Zachary C. Lipton |

Combating Adversarial Misspellings with Robust Word Recognition ACL

Danish Pruthi | Bhuwan Dhingra | Zachary C. Lipton |

Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study EMNLP

Aditya Siddhant | Zachary C. Lipton |

How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks EMNLP

Divyansh Kaushik | Zachary C. Lipton |

Estimating Reactions and Recommending Products with Generative Models of Reviews IJCNLP

Jianmo Ni | Zachary C. Lipton | Sharad Vikram | Julian McAuley |

Deep Active Learning for Named Entity Recognition Rep4NLP WS