Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot
Classifiers

Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers

20 April 2022

Marc Franco-Salvador

Papers citing "Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers"

16 / 16 papers shown

Title
Few-Shot Learning with Siamese Networks and Label Tuning Thomas Müller Guillermo Pérez-Torró Marc Franco-Salvador VLM 68 41 0 28 Mar 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 202 3,971 0 28 Jul 2021
Entailment as Few-Shot Learner Sinong Wang Han Fang Madian Khabsa Hanzi Mao Hao Ma 62 184 0 29 Apr 2021
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes Nils Reimers Iryna Gurevych 53 60 0 28 Dec 2020
Unsupervised Label Refinement Improves Dataless Text Classification Zewei Chu K. Stratos Kevin Gimpel 55 15 0 08 Dec 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start Wenpeng Yin Nazneen Rajani Dragomir R. Radev R. Socher Caiming Xiong 71 69 0 06 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 749 41,932 0 28 May 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 346 1,613 0 21 Jan 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 130 1,405 0 28 Nov 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin Jamaal Hay Dan Roth 163 548 0 31 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,193 0 27 Aug 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 230 1,407 0 31 May 2018
Marian: Fast Neural Machine Translation in C++ Marcin Junczys-Dowmunt Roman Grundkiewicz Tomasz Dwojak Hieu T. Hoang Kenneth Heafield ... Ulrich Germann Alham Fikri Aji Nikolay Bogoychev André F. T. Martins Alexandra Birch 88 717 0 01 Apr 2018
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 266 6,107 0 04 Sep 2015
Dynamic Bayesian Combination of Multiple Imperfect Classifiers Edwin Simpson Stephen J. Roberts Ioannis Psorakis Arfon M. Smith 79 146 0 08 Jun 2012