ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification

ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification

9 February 2025

Ayush Maheshwari

Ganesh Ramakrishnan

Papers citing "ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification"

18 / 18 papers shown

Title
In-Context Learning with Long-Context Models: An In-Depth Exploration Amanda Bertsch Maor Ivgi Uri Alon Jonathan Berant Matthew R. Gormley Matthew R. Gormley Graham Neubig ReLM AIMat 131 74 0 30 Apr 2024
FAIR: Filtering of Automatically Induced Rules Divya J. Bajpai Ayush Maheshwari M. Hanawal Ganesh Ramakrishnan 54 1 0 23 Feb 2024
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models Ruida Wang Wangchunshu Zhou Mrinmaya Sachan 53 32 0 20 Oct 2023
Pareto Optimal Learning for Estimating Large Language Model Errors Theodore Zhao Mu-Hsin Wei J. S. Preston Hoifung Poon 44 6 0 28 Jun 2023
IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages Jay Gala Pranjal A. Chitale AK Raghavan Varun Gumma Sumanth Doddapaneni ... Vivek Raghavan Pratyush Kumar Mitesh M. Khapra Raj Dabre Anoop Kunchukuttan 35 131 0 25 May 2023
The Massively Multilingual Natural Language Understanding 2022 (MMNLU-22) Workshop and Competition C. Hench Charith Peris Jack G. M. FitzGerald Kay Rottmann 45 3 0 13 Dec 2022
Active Example Selection for In-Context Learning Yiming Zhang Shi Feng Chenhao Tan SILM LRM 66 196 0 08 Nov 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 140 1,220 0 11 Jul 2022
Language Models in the Loop: Incorporating Prompting into Weak Supervision Ryan Smith Jason Alan Fries Braden Hancock Stephen H. Bach 76 56 0 04 May 2022
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 43 113 0 23 Sep 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 326 1,343 0 17 Jan 2021
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 164 6,496 0 05 Nov 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 95 991 0 31 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 729 11,979 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 421 24,160 0 26 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.1K 93,936 0 11 Oct 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 125 11,520 0 15 Feb 2018
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 65 1,021 0 28 Nov 2017