Kiela, Douwe

36 publications

ICLR 2025 Generative Representational Instruction Tuning Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela

ICML 2025 Great Models Think Alike and This Undermines AI Oversight Shashwat Goel, Joschka Strüber, Ilze Amanda Auzina, Karuna K Chandra, Ponnurangam Kumaraguru, Douwe Kiela, Ameya Prabhu, Matthias Bethge, Jonas Geiping

ICLRW 2025 Great Models Think Alike and This Undermines AI Oversight Shashwat Goel, Joschka Strüber, Ilze Amanda Auzina, Karuna K Chandra, Ponnurangam Kumaraguru, Douwe Kiela, Ameya Prabhu, Matthias Bethge, Jonas Geiping

ICLR 2025 OLMoE: Open Mixture-of-Experts Language Models Niklas Muennighoff, Luca Soldaini, Dirk Groeneveld, Kyle Lo, Jacob Morrison, Sewon Min, Weijia Shi, Evan Pete Walsh, Oyvind Tafjord, Nathan Lambert, Yuling Gu, Shane Arora, Akshita Bhagia, Dustin Schwenk, David Wadden, Alexander Wettig, Binyuan Hui, Tim Dettmers, Douwe Kiela, Ali Farhadi, Noah A. Smith, Pang Wei Koh, Amanpreet Singh, Hannaneh Hajishirzi

NeurIPSW 2024 Anchored Optimization and Contrastive Revisions: Addressing Reward Hacking in Alignment Karel D'Oosterlinck, Winnie Xu, Chris Develder, Thomas Demeester, Amanpreet Singh, Christopher Potts, Douwe Kiela, Shikib Mehri

ICLRW 2024 Generative Representational Instruction Tuning Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela

AAAI 2024 Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela

ICML 2024 Model Alignment as Prospect Theoretic Optimization Kawin Ethayarajh, Winnie Xu, Niklas Muennighoff, Dan Jurafsky, Douwe Kiela

ICLRW 2023 AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris Chinenye Emezue, Sanchit Gandhi, Lewis Tunstall, Abubakar Abid, Joshua Meyer, Quentin Lhoest, Pete Allen, Patrick Von Platen, Douwe Kiela, Yacine Jernite, Julien Chaumond, Merve Noyan, Omar Sanseviero

NeurIPS 2023 DataPerf: Benchmarks for Data-Centric AI Development Mark Mazumder, Colby Banbury, Xiaozhe Yao, Bojan Karlaš, William Gaviria Rojas, Sudnya Diamos, Greg Diamos, Lynn He, Alicia Parrish, Hannah Rose Kirk, Jessica Quaye, Charvi Rastogi, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Will Cukierski, Juan Ciro, Lora Aroyo, Bilge Acun, Lingjiao Chen, Mehul Raje, Max Bartolo, Evan Sabri Eyuboglu, Amirata Ghorbani, Emmett Goodman, Addison Howard, Oana Inel, Tariq Kane, Christine R. Kirkpatrick, D. Sculley, Tzu-Sheng Kuo, Jonas W Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen Paritosh, Ce Zhang, James Y Zou, Carole-Jean Wu, Cody Coleman, Andrew Y. Ng, Peter Mattson, Vijay Janapa Reddi

NeurIPS 2023 OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents Hugo Laurençon, Lucile Saulnier, Leo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander Rush, Douwe Kiela, Matthieu Cord, Victor Sanh

CVPR 2022 FLAVA: A Foundational Language and Vision Alignment Model Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela

NeurIPSW 2022 Perturbation Augmentation for Fairer NLP Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams

CVPR 2022 Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross

ICLR 2021 Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval Wenhan Xiong, Xiang Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Scott Yih, Sebastian Riedel, Douwe Kiela, Barlas Oguz

NeurIPS 2021 Dynaboard: An Evaluation-as-a-Service Platform for Holistic Next-Generation Benchmarking Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela

NeurIPS 2021 Human-Adversarial Visual Question Answering Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Magana, Tristan Thrush, Wojciech Galuba, Devi Parikh, Douwe Kiela

ICML 2021 Rissanen Data Analysis: Examining Dataset Characteristics via Description Length Ethan Perez, Douwe Kiela, Kyunghyun Cho

ICLRW 2021 Rissanen Data Analysis: Examining Dataset Characteristics via Description Length Ethan Perez, Douwe Kiela, Kyunghyun Cho

NeurIPS 2021 True Few-Shot Learning with Language Models Ethan Perez, Douwe Kiela, Kyunghyun Cho

AAAI 2020 Generating Interactive Worlds with Text Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston

NeurIPS 2020 Learning Optimal Representations with the Decodable Information Bottleneck Yann Dubois, Douwe Kiela, David J Schwab, Ramakrishna Vedantam

ICLR 2020 On the Interaction Between Supervision and Self-Play in Emergent Communication Ryan Lowe, Abhinav Gupta, Jakob Foerster, Douwe Kiela, Joelle Pineau

NeurIPS 2020 Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela

NeurIPS 2020 The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine

AAAI 2019 Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs Holger Schwenk, Douwe Kiela, Matthijs Douze

NeurIPS 2019 Hyperbolic Graph Neural Networks Qi Liu, Maximilian Nickel, Douwe Kiela

ICMLW 2019 Learning to Learn to Communicate Ryan Lowe, Abhinav Gupta, Jakob Foerster, Douwe Kiela, Joelle Pineau

ICLR 2019 No Training Required: Exploring Random Encoders for Sentence Classification John Wieting, Douwe Kiela

AAAI 2018 Efficient Large-Scale Multi-Modal Classification Douwe Kiela, Edouard Grave, Armand Joulin, Tomás Mikolov

ICLR 2018 Emergent Communication in a Multi-Modal, Multi-Step Referential Game Katrina Evtimova, Andrew Drozdov, Douwe Kiela, Kyunghyun Cho

ICLR 2018 Emergent Translation in Multi-Agent Communication Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela

ICML 2018 Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry Maximillian Nickel, Douwe Kiela

ICLR 2018 Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander Miller, Arthur Szlam, Douwe Kiela, Jason Weston

JAIR 2017 Learning Neural Audio Embeddings for Grounding Semantics in Auditory Perception Douwe Kiela, Stephen Clark

NeurIPS 2017 Poincaré Embeddings for Learning Hierarchical Representations Maximillian Nickel, Douwe Kiela