---
title: "Douwe Kiela — papers of 2021 — 6 papers, the most cited first"
description: "Douwe Kiela — papers of 2021: 6 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Douwe Kiela — papers of 2021 — 6 papers, the most cited first

6 papers · [all years of Douwe Kiela](https://md.research.elamur.ai/free/en/authors/douwe-kiela/#years)

- [True Few-Shot Learning with Language Models arXiv:2105.11447](https://md.research.elamur.ai/free/en/papers/perez-2021-true-few-shot-learning-language/) — Ethan Perez, Douwe Kiela, Kyunghyun Cho · 2021 · 412 citations
- [Retrieval Augmentation Reduces Hallucination in Conversation arXiv:2104.07567](https://md.research.elamur.ai/free/en/papers/shuster-2021-retrieval-augmentation-reduces-hallucination-conversation/) — Kurt Shuster, Spencer Poff, Moya Chen, et al. · 2021 · 392 citations

**[Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection](https://md.research.elamur.ai/free/en/papers/vidgen-2021-learning-worst-dynamically-generated-datasets/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Bertie Vidgen, Tristan Thrush, Zeerak Waseem, et al.*2021 · 325 citations*

**[Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little](https://md.research.elamur.ai/free/en/papers/sinha-2021-masked-language-modeling-distributional-hypothesis/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Koustuv Sinha, Robin Jia, Dieuwke Hupkes, et al.*2021 · 297 citations*

**[Gradient-based Adversarial Attacks against Text Transformers](https://md.research.elamur.ai/free/en/papers/guo-2021-gradient-based-adversarial-attacks-against/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, et al.*2021 · 189 citations*

**[I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling](https://md.research.elamur.ai/free/en/papers/nie-2021-i-like-fish-especially-dolphins/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yixin Nie, Mary Williamson, Mohit Bansal, et al.*2021 · 101 citations*