Synthetically generated text for supervised text analysis

28 March 2023

Papers citing "Synthetically generated text for supervised text analysis"

14 / 14 papers shown

Title
Can Large Language Models Transform Computational Social Science? Caleb Ziems William B. Held Omar Shaikh Jiaao Chen Zhehao Zhang Diyi Yang LLMAG 100 313 0 12 Apr 2023
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 75 196 0 22 Sep 2022
Out of One, Many: Using Language Models to Simulate Human Samples Lisa P. Argyle Ethan C. Busby Nancy Fulda Joshua R Gubler Christopher Rytting David Wingate SyDa 89 601 0 14 Sep 2022
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 218 3,987 0 28 Jul 2021
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence Andrew Halterman Katherine A. Keith Sheikh Muhammad Sarwar Brendan O'Connor 77 28 0 27 May 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 152 235 0 15 Apr 2021
Adaptive Semiparametric Language Models Dani Yogatama Cyprien de Masson dÁutume Lingpeng Kong KELM RALM 80 100 0 04 Feb 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 455 2,113 0 31 Dec 2020
A Theoretical Analysis of the Repetition Problem in Text Generation Z. Fu Wai Lam Anthony Man-Cho So Bei Shi 127 94 0 29 Dec 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 104 1,030 0 21 Apr 2020
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping Jesse Dodge Gabriel Ilharco Roy Schwartz Ali Farhadi Hannaneh Hajishirzi Noah A. Smith 99 597 0 15 Feb 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 147 978 0 04 Dec 2019
Automatic Detection of Generated Text is Easiest when Humans are Fooled Daphne Ippolito Daniel Duckworth Chris Callison-Burch Douglas Eck DeLMO 92 362 0 02 Nov 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 128 1,030 0 29 May 2019