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Douwe Kiela

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Journal Articles

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2017
[j4]
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Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen:
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. Comput. Linguistics 43(4) (2017)
[j3]
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Douwe Kiela, Stephen Clark:
Learning Neural Audio Embeddings for Grounding Semantics in Auditory Perception. J. Artif. Intell. Res. 60: 1003-1030 (2017)
[j2]
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Andrew J. Anderson, Douwe Kiela, Stephen Clark, Massimo Poesio:
Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns. Trans. Assoc. Comput. Linguistics 5: 17-30 (2017)
2015
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Douwe Kiela, Yufan Guo, Ulla Stenius, Anna Korhonen:
Unsupervised discovery of information structure in biomedical documents. Bioinform. 31(7): 1084-1092 (2015)

Conference and Workshop Papers

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2024
[c89]
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Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela:
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision. AAAI 2024: 14220-14228
[c88]
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Tristan Thrush, Jared Moore, Miguel Monares, Christopher Potts, Douwe Kiela:
I am a Strange Dataset: Metalinguistic Tests for Language Models. ACL (1) 2024: 8888-8907
[c87]
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Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela:
Anchor Points: Benchmarking Models with Much Fewer Examples. EACL (1) 2024: 1576-1601
[c86]
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Kawin Ethayarajh, Winnie Xu, Niklas Muennighoff, Dan Jurafsky, Douwe Kiela:
Model Alignment as Prospect Theoretic Optimization. ICML 2024
2023
[c85]
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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:
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages. AfricaNLP 2023
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Ard Snijders, Douwe Kiela, Katerina Margatina:
Investigating Multi-source Active Learning for Natural Language Inference. EACL 2023: 2179-2201
[c83]
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Hugo Laurençon, Lucile Saulnier, Léo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander M. Rush, Douwe Kiela, Matthieu Cord, Victor Sanh:
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. NeurIPS 2023
[c82]
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Mark Mazumder, Colby R. Banbury, Xiaozhe Yao, Bojan Karlas, William Gaviria Rojas, Sudnya Frederick 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 D. 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 K. Paritosh, Ce Zhang, James Y. Zou, Carole-Jean Wu, Cody Coleman, Andrew Y. Ng, Peter Mattson, Vijay Janapa Reddi:
DataPerf: Benchmarks for Data-Centric AI Development. NeurIPS 2023
2022
[c81]
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Tristan Thrush, Kushal Tirumala, Anmol Gupta, Max Bartolo, Pedro Rodriguez, Tariq Kane, William Gaviria Rojas, Peter Mattson, Adina Williams, Douwe Kiela:
Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks. ACL (demo) 2022: 174-181
[c80]
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Eric Wallace, Adina Williams, Robin Jia, Douwe Kiela:
Analyzing Dynamic Adversarial Training Data in the Limit. ACL (Findings) 2022: 202-217
[c79]
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Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross:
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality. CVPR 2022: 5228-5238
[c78]
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Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela:
FLAVA: A Foundational Language And Vision Alignment Model. CVPR 2022: 15617-15629
[c77]
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Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams:
Perturbation Augmentation for Fairer NLP. EMNLP 2022: 9496-9521
[c76]
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Douwe Kiela:
Grounding, Meaning and Foundation Models: Adventures in Multimodal Machine Learning. ACM Multimedia 2022: 5
[c75]
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Max Bartolo, Tristan Thrush, Sebastian Riedel, Pontus Stenetorp, Robin Jia, Douwe Kiela:
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants. NAACL-HLT 2022: 3754-3767
2021
[c74]
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Bertie Vidgen, Tristan Thrush, Zeerak Waseem, Douwe Kiela:
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection. ACL/IJCNLP (1) 2021: 1667-1682
[c73]
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Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston:
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. ACL/IJCNLP (1) 2021: 1699-1713
[c72]
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Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela:
DynaSent: A Dynamic Benchmark for Sentiment Analysis. ACL/IJCNLP (1) 2021: 2388-2404
[c71]
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Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela:
Reservoir Transformers. ACL/IJCNLP (1) 2021: 4294-4309
[c70]
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Divyansh Kaushik, Douwe Kiela, Zachary C. Lipton, Wen-tau Yih:
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study. ACL/IJCNLP (1) 2021: 6618-6633
[c69]
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Grusha Prasad, Yixin Nie, Mohit Bansal, Robin Jia, Douwe Kiela, Adina Williams:
To what extent do human explanations of model behavior align with actual model behavior? BlackboxNLP@EMNLP 2021: 1-14
[c68]
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Shir Gur, Natalia Neverova, Christopher Stauffer, Ser-Nam Lim, Douwe Kiela, Austin Reiter:
Cross-Modal Retrieval Augmentation for Multi-Modal Classification. EMNLP (Findings) 2021: 111-123
[c67]
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Koustuv Sinha, Robin Jia, Dieuwke Hupkes, Joelle Pineau, Adina Williams, Douwe Kiela:
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little. EMNLP (1) 2021: 2888-2913
[c66]
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Sheng Shen, Zhewei Yao, Douwe Kiela, Kurt Keutzer, Michael W. Mahoney:
What's Hidden in a One-layer Randomly Weighted Transformer? EMNLP (1) 2021: 2914-2921
[c65]
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Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston:
Retrieval Augmentation Reduces Hallucination in Conversation. EMNLP (Findings) 2021: 3784-3803
[c64]
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Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela:
Gradient-based Adversarial Attacks against Text Transformers. EMNLP (1) 2021: 5747-5757
[c63]
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Max Bartolo, Tristan Thrush, Robin Jia, Sebastian Riedel, Pontus Stenetorp, Douwe Kiela:
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation. EMNLP (1) 2021: 8830-8848
[c62]
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Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick S. H. Lewis, William Yang Wang, Yashar Mehdad, Scott Yih, Sebastian Riedel, Douwe Kiela, Barlas Oguz:
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval. ICLR 2021
[c61]
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Ethan Perez, Douwe Kiela, Kyunghyun Cho:
Rissanen Data Analysis: Examining Dataset Characteristics via Description Length. ICML 2021: 8500-8513
[c60]
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Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams:
Dynabench: Rethinking Benchmarking in NLP. NAACL-HLT 2021: 4110-4124
[c59]
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Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela:
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking. NeurIPS 2021: 10351-10367
[c58]
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Ethan Perez, Douwe Kiela, Kyunghyun Cho:
True Few-Shot Learning with Language Models. NeurIPS 2021: 11054-11070
[c57]
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Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Tristan Thrush, Wojciech Galuba, Devi Parikh, Douwe Kiela:
Human-Adversarial Visual Question Answering. NeurIPS 2021: 20346-20359
[c56]
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Guillaume Wenzek, Vishrav Chaudhary, Angela Fan, Sahir Gomez, Naman Goyal, Somya Jain, Douwe Kiela, Tristan Thrush, Francisco Guzmán:
Findings of the WMT 2021 Shared Task on Large-Scale Multilingual Machine Translation. WMT@EMNLP 2021: 89-99
2020
[c55]
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Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston:
Generating Interactive Worlds with Text. AAAI 2020: 1693-1700
[c54]
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Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela:
Adversarial NLI: A New Benchmark for Natural Language Understanding. ACL 2020: 4885-4901
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Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams:
Multi-Dimensional Gender Bias Classification. EMNLP (1) 2020: 314-331
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Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston:
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. EMNLP (1) 2020: 8173-8188
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Ethan Perez, Patrick S. H. Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela:
Unsupervised Question Decomposition for Question Answering. EMNLP (1) 2020: 8864-8880
[c50]
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Ryan Lowe, Abhinav Gupta, Jakob N. Foerster, Douwe Kiela, Joelle Pineau:
On the interaction between supervision and self-play in emergent communication. ICLR 2020
[c49]
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Yann Dubois, Douwe Kiela, David J. Schwab, Ramakrishna Vedantam:
Learning Optimal Representations with the Decodable Information Bottleneck. NeurIPS 2020
[c48]
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Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh:
The Hateful Memes Challenge: Competition Report. NeurIPS (Competition and Demos) 2020: 344-360
[c47]
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Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine:
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes. NeurIPS 2020
[c46]
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Patrick S. H. Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela:
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. NeurIPS 2020
2019
[c45]
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Holger Schwenk, Douwe Kiela, Matthijs Douze:
Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs. AAAI 2019: 6982-6990
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Matt Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela, Maximilian Nickel:
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings. ACL (1) 2019: 3231-3241
[c43]
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Abhinav Gupta, Ryan Lowe, Jakob N. Foerster, Douwe Kiela, Joelle Pineau:
Seeded self-play for language learning. LANTERN@EMNLP-IJCNLP 2019: 62-66
[c42]
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Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston:
Learning to Speak and Act in a Fantasy Text Adventure Game. EMNLP/IJCNLP (1) 2019: 673-683
[c41]
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Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho:
Finding Generalizable Evidence by Learning to Convince Q&A Models. EMNLP/IJCNLP (1) 2019: 2402-2411
[c40]
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Laura Graesser, Kyunghyun Cho, Douwe Kiela:
Emergent Linguistic Phenomena in Multi-Agent Communication Games. EMNLP/IJCNLP (1) 2019: 3698-3708
[c39]
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Jason Lee, Kyunghyun Cho, Douwe Kiela:
Countering Language Drift via Visual Grounding. EMNLP/IJCNLP (1) 2019: 4384-4394
[c38]
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John Wieting, Douwe Kiela:
No Training Required: Exploring Random Encoders for Sentence Classification. ICLR (Poster) 2019
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Abigail See, Stephen Roller, Douwe Kiela, Jason Weston:
What makes a good conversation? How controllable attributes affect human judgments. NAACL-HLT (1) 2019: 1702-1723
[c36]
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Qi Liu, Maximilian Nickel, Douwe Kiela:
Hyperbolic Graph Neural Networks. NeurIPS 2019: 8228-8239
2018
[c35]
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Douwe Kiela, Edouard Grave, Armand Joulin, Tomás Mikolov:
Efficient Large-Scale Multi-Modal Classification. AAAI 2018: 5198-5204
[c34]
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Stephen Roller, Douwe Kiela, Maximilian Nickel:
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora. ACL (2) 2018: 358-363
[c33]
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Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston:
Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL (1) 2018: 2204-2213
[c32]
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Changhan Wang, Kyunghyun Cho, Douwe Kiela:
Code-Switched Named Entity Recognition with Embedding Attention. CodeSwitch@ACL 2018: 154-158
[c31]
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Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela:
Jump to better conclusions: SCAN both left and right. BlackboxNLP@EMNLP 2018: 47-55
[c30]
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Douwe Kiela, Changhan Wang, Kyunghyun Cho:
Dynamic Meta-Embeddings for Improved Sentence Representations. EMNLP 2018: 1466-1477
[c29]
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Katrina Evtimova, Andrew Drozdov, Douwe Kiela, Kyunghyun Cho:
Emergent Communication in a Multi-Modal, Multi-Step Referential Game. ICLR (Poster) 2018
[c28]
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Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela:
Emergent Translation in Multi-Agent Communication. ICLR (Poster) 2018
[c27]
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Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston:
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. ICLR (Poster) 2018
[c26]
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Maximilian Nickel, Douwe Kiela:
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry. ICML 2018: 3776-3785
[c25]
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Alexis Conneau, Douwe Kiela:
SentEval: An Evaluation Toolkit for Universal Sentence Representations. LREC 2018
[c24]
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Douwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel:
Learning Visually Grounded Sentence Representations. NAACL-HLT 2018: 408-418
2017
[c23]
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Jack Hopkins, Douwe Kiela:
Automatically Generating Rhythmic Verse with Neural Networks. ACL (1) 2017: 168-178
[c22]
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  - conf/eacl/RimellKMB17
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Laura Rimell, Amandla Mabona, Luana Bulat, Douwe Kiela:
Learning to Negate Adjectives with Bilinear Models. EACL (2) 2017: 71-78
[c21]
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Ivan Vulic, Douwe Kiela, Anna Korhonen:
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation. EACL (1) 2017: 163-175
[c20]
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Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes:
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. EMNLP 2017: 670-680
[c19]
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Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova:
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. EMNLP 2017: 1537-1546
[c18]
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Maximilian Nickel, Douwe Kiela:
Poincaré Embeddings for Learning Hierarchical Representations. NIPS 2017: 6338-6347
2016
[c17]
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Douwe Kiela:
MMFeat: A Toolkit for Extracting Multi-Modal Features. ACL (System Demonstrations) 2016: 55-60
[c16]
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Ivan Vulic, Douwe Kiela, Stephen Clark, Marie-Francine Moens:
Multi-Modal Representations for Improved Bilingual Lexicon Learning. ACL (2) 2016
[c15]
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Simon Baker, Douwe Kiela, Anna Korhonen:
Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings. COLING 2016: 2333-2343
[c14]
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Douwe Kiela, Anita Lilla Vero, Stephen Clark:
Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics. EMNLP 2016: 447-456
[c13]
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Ekaterina Shutova, Douwe Kiela, Jean Maillard:
Black Holes and White Rabbits: Metaphor Identification with Visual Features. HLT-NAACL 2016: 160-170
[c12]
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Luana Bulat, Douwe Kiela, Stephen Clark:
Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps. HLT-NAACL 2016: 579-588
2015
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Douwe Kiela, Laura Rimell, Ivan Vulic, Stephen Clark:
Exploiting Image Generality for Lexical Entailment Detection. ACL (2) 2015: 119-124
[c10]
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Douwe Kiela, Luana Bulat, Stephen Clark:
Grounding Semantics in Olfactory Perception. ACL (2) 2015: 231-236
[c9]
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Douwe Kiela, Ivan Vulic, Stephen Clark:
Visual Bilingual Lexicon Induction with Transferred ConvNet Features. EMNLP 2015: 148-158
[c8]
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Douwe Kiela, Felix Hill, Stephen Clark:
Specializing Word Embeddings for Similarity or Relatedness. EMNLP 2015: 2044-2048
[c7]
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Douwe Kiela, Stephen Clark:
Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception. EMNLP 2015: 2461-2470
2014
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Douwe Kiela, Felix Hill, Anna Korhonen, Stephen Clark:
Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More. ACL (2) 2014: 835-841
[c5]
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Douwe Kiela, Stephen Clark:
A Systematic Study of Semantic Vector Space Model Parameters. CVSC@EACL 2014: 21-30
[c4]
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Douwe Kiela, Léon Bottou:
Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics. EMNLP 2014: 36-45
2013
[c3]
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Felix Hill, Douwe Kiela, Anna Korhonen:
Concreteness and Corpora: A Theoretical and Practical Study. CMCL 2013: 75-83
[c2]
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Douwe Kiela, Stephen Clark:
Detecting Compositionality of Multi-Word Expressions using Nearest Neighbours in Vector Space Models. EMNLP 2013: 1427-1432
[c1]
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Tamara Polajnar, Laura Rimell, Douwe Kiela:
UCAM-CORE: Incorporating structured distributional similarity into STS. *SEM@NAACL-HLT 2013: 85-89

Editorship

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What is the meaning of the colors in the publication lists?

2022
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Douwe Kiela, Marco Ciccone, Barbara Caputo:
NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December 2021, Online. Proceedings of Machine Learning Research 176, PMLR 2022 [contents]
2020
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Derek Wong, Douwe Kiela:
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: System Demonstrations, AACL/IJCNLP 2020, Suzhou, China, December 4-7, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-92-7 [contents]

Informal and Other Publications

see FAQ

What is the meaning of the colors in the publication lists?

2024
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Tristan Thrush, Jared Moore, Miguel Monares, Christopher Potts, Douwe Kiela:
I am a Strange Dataset: Metalinguistic Tests for Language Models. CoRR abs/2401.05300 (2024)
[i82]
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Kawin Ethayarajh, Winnie Xu, Niklas Muennighoff, Dan Jurafsky, Douwe Kiela:
KTO: Model Alignment as Prospect Theoretic Optimization. CoRR abs/2402.01306 (2024)
[i81]
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Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela:
Generative Representational Instruction Tuning. CoRR abs/2402.09906 (2024)
[i80]
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Selvan Sunitha Ravi, Bartosz Mielczarek, Anand Kannappan, Douwe Kiela, Rebecca Qian:
Lynx: An Open Source Hallucination Evaluation Model. CoRR abs/2407.08488 (2024)
[i79]
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Karel D'Oosterlinck, Winnie Xu, Chris Develder, Thomas Demeester, Amanpreet Singh, Christopher Potts, Douwe Kiela, Shikib Mehri:
Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment. CoRR abs/2408.06266 (2024)
[i78]
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Niklas Muennighoff, Luca Soldaini, Dirk Groeneveld, Kyle Lo, Jacob Morrison, Sewon Min, Weijia Shi, 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:
OLMoE: Open Mixture-of-Experts Language Models. CoRR abs/2409.02060 (2024)
2023
[i77]
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Ard Snijders, Douwe Kiela, Katerina Margatina:
Investigating Multi-source Active Learning for Natural Language Inference. CoRR abs/2302.06976 (2023)
[i76]
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Chris Chinenye Emezue, Sanchit Gandhi, Lewis Tunstall, Abubakar Abid, Josh Meyer, Quentin Lhoest, Pete Allen, Patrick von Platen, Douwe Kiela, Yacine Jernite, Julien Chaumond, Merve Noyan, Omar Sanseviero:
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages. CoRR abs/2303.12582 (2023)
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William Berrios, Gautam Mittal, Tristan Thrush, Douwe Kiela, Amanpreet Singh:
Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language. CoRR abs/2306.16410 (2023)
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Hugo Laurençon, Lucile Saulnier, Léo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander M. Rush, Douwe Kiela, Matthieu Cord, Victor Sanh:
OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. CoRR abs/2306.16527 (2023)
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Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela:
Anchor Points: Benchmarking Models with Much Fewer Examples. CoRR abs/2309.08638 (2023)
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  - journals/corr/abs-2311-11944
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Pranab Islam, Anand Kannappan, Douwe Kiela, Rebecca Qian, Nino Scherrer, Bertie Vidgen:
FinanceBench: A New Benchmark for Financial Question Answering. CoRR abs/2311.11944 (2023)
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Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela:
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision. CoRR abs/2311.15108 (2023)
2022
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Tristan Thrush, Kushal Tirumala, Anmol Gupta, Max Bartolo, Pedro Rodriguez, Tariq Kane, William Gaviria Rojas, Peter Mattson, Adina Williams, Douwe Kiela:
Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks. CoRR abs/2204.01906 (2022)
[i69]
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  - journals/corr/abs-2204-03162
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Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross:
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality. CoRR abs/2204.03162 (2022)
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  - journals/corr/abs-2205-12586
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Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams:
Perturbation Augmentation for Fairer NLP. CoRR abs/2205.12586 (2022)
[i67]
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  - journals/corr/abs-2207-10062
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Mark Mazumder, Colby R. Banbury, Xiaozhe Yao, Bojan Karlas, William Gaviria Rojas, Sudnya Frederick Diamos, Greg Diamos, Lynn He, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Juan Ciro, Lora Aroyo, Bilge Acun, Sabri Eyuboglu, Amirata Ghorbani, Emmett D. Goodman, Tariq Kane, Christine R. Kirkpatrick, Tzu-Sheng Kuo, Jonas Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen K. Paritosh, Ce Zhang, James Zou, Carole-Jean Wu, Cody Coleman, Andrew Y. Ng, Peter Mattson, Vijay Janapa Reddi:
DataPerf: Benchmarks for Data-Centric AI Development. CoRR abs/2207.10062 (2022)
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  - journals/corr/abs-2210-01970
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Leandro von Werra, Lewis Tunstall, Abhishek Thakur, Alexandra Sasha Luccioni, Tristan Thrush, Aleksandra Piktus, Felix Marty, Nazneen Rajani, Victor Mustar, Helen Ngo, Omar Sanseviero, Mario Sasko, Albert Villanova del Moral, Quentin Lhoest, Julien Chaumond, Margaret Mitchell, Alexander M. Rush, Thomas Wolf, Douwe Kiela:
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements. CoRR abs/2210.01970 (2022)
[i65]
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  - journals/corr/abs-2212-05129
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Margaret Mitchell, Alexandra Sasha Luccioni, Nathan Lambert, Marissa Gerchick, Angelina McMillan-Major, Ezinwanne Ozoani, Nazneen Rajani, Tristan Thrush, Yacine Jernite, Douwe Kiela:
Measuring Data. CoRR abs/2212.05129 (2022)
2021
[i64]
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Ethan Perez, Douwe Kiela, Kyunghyun Cho:
Rissanen Data Analysis: Examining Dataset Characteristics via Description Length. CoRR abs/2103.03872 (2021)
[i63]
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Kalesha Bullard, Douwe Kiela, Joelle Pineau, Jakob N. Foerster:
Quasi-Equivalence Discovery for Zero-Shot Emergent Communication. CoRR abs/2103.08067 (2021)
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Koustuv Sinha, Robin Jia, Dieuwke Hupkes, Joelle Pineau, Adina Williams, Douwe Kiela:
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little. CoRR abs/2104.06644 (2021)
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Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston:
Retrieval Augmentation Reduces Hallucination in Conversation. CoRR abs/2104.07567 (2021)
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Shir Gur, Natalia Neverova, Christopher Stauffer, Ser-Nam Lim, Douwe Kiela, Austin Reiter:
Cross-Modal Retrieval Augmentation for Multi-Modal Classification. CoRR abs/2104.08108 (2021)
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Max Bartolo, Tristan Thrush, Robin Jia, Sebastian Riedel, Pontus Stenetorp, Douwe Kiela:
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation. CoRR abs/2104.08678 (2021)
[i58]
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Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela:
Gradient-based Adversarial Attacks against Text Transformers. CoRR abs/2104.13733 (2021)
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Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams:
Dynabench: Rethinking Benchmarking in NLP. CoRR abs/2104.14337 (2021)
[i56]
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Ethan Perez, Douwe Kiela, Kyunghyun Cho:
True Few-Shot Learning with Language Models. CoRR abs/2105.11447 (2021)
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Divyansh Kaushik, Douwe Kiela, Zachary C. Lipton, Wen-tau Yih:
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study. CoRR abs/2106.00872 (2021)
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Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Wojciech Galuba, Devi Parikh, Douwe Kiela:
Human-Adversarial Visual Question Answering. CoRR abs/2106.02280 (2021)
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Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela:
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking. CoRR abs/2106.06052 (2021)
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Sheng Shen, Zhewei Yao, Douwe Kiela, Kurt Keutzer, Michael W. Mahoney:
What's Hidden in a One-layer Randomly Weighted Transformer? CoRR abs/2109.03939 (2021)
[i51]
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  - journals/corr/abs-2110-08514
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Eric Wallace, Adina Williams, Robin Jia, Douwe Kiela:
Analyzing Dynamic Adversarial Training Data in the Limit. CoRR abs/2110.08514 (2021)
[i50]
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Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela:
FLAVA: A Foundational Language And Vision Alignment Model. CoRR abs/2112.04482 (2021)
[i49]
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Max Bartolo, Tristan Thrush, Sebastian Riedel, Pontus Stenetorp, Robin Jia, Douwe Kiela:
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants. CoRR abs/2112.09062 (2021)
2020
[i48]
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Ryan Lowe, Abhinav Gupta, Jakob N. Foerster, Douwe Kiela, Joelle Pineau:
On the interaction between supervision and self-play in emergent communication. CoRR abs/2002.01093 (2020)
[i47]
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Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam:
I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents. CoRR abs/2002.02878 (2020)
[i46]
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Ethan Perez, Patrick S. H. Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela:
Unsupervised Question Decomposition for Question Answering. CoRR abs/2002.09758 (2020)
[i45]
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Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams:
Multi-Dimensional Gender Bias Classification. CoRR abs/2005.00614 (2020)
[i44]
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Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine:
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes. CoRR abs/2005.04790 (2020)
[i43]
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Patrick S. H. Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela:
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. CoRR abs/2005.11401 (2020)
[i42]
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  - journals/corr/abs-2009-12756
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Wenhan Xiong, Xiang Lorraine Li, Srinivasan Iyer, Jingfei Du, Patrick S. H. Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Oguz:
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval. CoRR abs/2009.12756 (2020)
[i41]
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Yann Dubois, Douwe Kiela, David J. Schwab, Ramakrishna Vedantam:
Learning Optimal Representations with the Decodable Information Bottleneck. CoRR abs/2009.12789 (2020)
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Adina Williams, Tristan Thrush, Douwe Kiela:
ANLIzing the Adversarial Natural Language Inference Dataset. CoRR abs/2010.12729 (2020)
[i39]
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  - journals/corr/abs-2010-15896
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Kalesha Bullard, Franziska Meier, Douwe Kiela, Joelle Pineau, Jakob N. Foerster:
Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations. CoRR abs/2010.15896 (2020)
[i38]
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  - journals/corr/abs-2012-13354
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Grusha Prasad, Yixin Nie, Mohit Bansal, Robin Jia, Douwe Kiela, Adina Williams:
To what extent do human explanations of model behavior align with actual model behavior? CoRR abs/2012.13354 (2020)
[i37]
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Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston:
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. CoRR abs/2012.13391 (2020)
[i36]
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Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela:
Reservoir Transformer. CoRR abs/2012.15045 (2020)
[i35]
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  - journals/corr/abs-2012-15349
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Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela:
DynaSent: A Dynamic Benchmark for Sentiment Analysis. CoRR abs/2012.15349 (2020)
[i34]
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  - journals/corr/abs-2012-15761
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Bertie Vidgen, Tristan Thrush, Zeerak Waseem, Douwe Kiela:
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection. CoRR abs/2012.15761 (2020)
2019
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Douwe Kiela, Suvrat Bhooshan, Hamed Firooz, Davide Testuggine:
Supervised Multimodal Bitransformers for Classifying Images and Text. ViGIL@NeurIPS 2019
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Laura Graesser, Kyunghyun Cho, Douwe Kiela:
Emergent Linguistic Phenomena in Multi-Agent Communication Games. CoRR abs/1901.08706 (2019)
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John Wieting, Douwe Kiela:
No Training Required: Exploring Random Encoders for Sentence Classification. CoRR abs/1901.10444 (2019)
[i30]
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Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander H. Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander I. Rudnicky, Jason D. Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston:
The Second Conversational Intelligence Challenge (ConvAI2). CoRR abs/1902.00098 (2019)
[i29]
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  - journals/corr/abs-1902-00913
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Matt Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela, Maximilian Nickel:
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings. CoRR abs/1902.00913 (2019)
[i28]
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Abigail See, Stephen Roller, Douwe Kiela, Jason Weston:
What makes a good conversation? How controllable attributes affect human judgments. CoRR abs/1902.08654 (2019)
[i27]
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  - journals/corr/abs-1903-03094
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Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston:
Learning to Speak and Act in a Fantasy Text Adventure Game. CoRR abs/1903.03094 (2019)
[i26]
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  - journals/corr/abs-1907-09273
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Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston:
Why Build an Assistant in Minecraft? CoRR abs/1907.09273 (2019)
[i25]
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  - journals/corr/abs-1909-02950
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Douwe Kiela, Suvrat Bhooshan, Hamed Firooz, Davide Testuggine:
Supervised Multimodal Bitransformers for Classifying Images and Text. CoRR abs/1909.02950 (2019)
[i24]
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  - journals/corr/abs-1909-04499
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Jason Lee, Kyunghyun Cho, Douwe Kiela:
Countering Language Drift via Visual Grounding. CoRR abs/1909.04499 (2019)
[i23]
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  - journals/corr/abs-1909-05863
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Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho:
Finding Generalizable Evidence by Learning to Convince Q&A Models. CoRR abs/1909.05863 (2019)
[i22]
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  - journals/corr/abs-1910-01727
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Edward Grefenstette, Brandon Amos, Denis Yarats, Phu Mon Htut, Artem Molchanov, Franziska Meier, Douwe Kiela, Kyunghyun Cho, Soumith Chintala:
Generalized Inner Loop Meta-Learning. CoRR abs/1910.01727 (2019)
[i21]
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  - journals/corr/abs-1910-12892
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Qi Liu, Maximilian Nickel, Douwe Kiela:
Hyperbolic Graph Neural Networks. CoRR abs/1910.12892 (2019)
[i20]
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  - journals/corr/abs-1910-14599
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Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela:
Adversarial NLI: A New Benchmark for Natural Language Understanding. CoRR abs/1910.14599 (2019)
[i19]
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  - journals/corr/abs-1911-03842
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Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston:
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. CoRR abs/1911.03842 (2019)
[i18]
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  - journals/corr/abs-1911-09194
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Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston:
Generating Interactive Worlds with Text. CoRR abs/1911.09194 (2019)
2018
[i17]
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  - journals/corr/abs-1801-07243
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Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston:
Personalizing Dialogue Agents: I have a dog, do you have pets too? CoRR abs/1801.07243 (2018)
[i16]
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  - journals/corr/abs-1802-02892
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Douwe Kiela, Edouard Grave, Armand Joulin, Tomás Mikolov:
Efficient Large-Scale Multi-Modal Classification. CoRR abs/1802.02892 (2018)
[i15]
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  - journals/corr/abs-1803-05449
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Alexis Conneau, Douwe Kiela:
SentEval: An Evaluation Toolkit for Universal Sentence Representations. CoRR abs/1803.05449 (2018)
[i14]
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  - journals/corr/abs-1804-07983
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Douwe Kiela, Changhan Wang, Kyunghyun Cho:
Context-Attentive Embeddings for Improved Sentence Representations. CoRR abs/1804.07983 (2018)
[i13]
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  - journals/corr/abs-1806-03191
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Stephen Roller, Douwe Kiela, Maximilian Nickel:
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora. CoRR abs/1806.03191 (2018)
[i12]
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Maximilian Nickel, Douwe Kiela:
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry. CoRR abs/1806.03417 (2018)
[i11]
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  - journals/corr/abs-1807-03367
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Harm de Vries, Kurt Shuster, Dhruv Batra, Devi Parikh, Jason Weston, Douwe Kiela:
Talk the Walk: Navigating New York City through Grounded Dialogue. CoRR abs/1807.03367 (2018)
[i10]
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  - journals/corr/abs-1809-04640
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Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela:
Jump to better conclusions: SCAN both left and right. CoRR abs/1809.04640 (2018)
2017
[i9]
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  - journals/corr/ConneauKSBB17
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Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes:
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. CoRR abs/1705.02364 (2017)
[i8]
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  - journals/corr/NickelK17
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Maximilian Nickel, Douwe Kiela:
Poincaré Embeddings for Learning Hierarchical Representations. CoRR abs/1705.08039 (2017)
[i7]
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  - journals/corr/EvtimovaDKC17
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Katrina Evtimova, Andrew Drozdov, Douwe Kiela, Kyunghyun Cho:
Emergent Language in a Multi-Modal, Multi-Step Referential Game. CoRR abs/1705.10369 (2017)
[i6]
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Douwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel:
Learning Visually Grounded Sentence Representations. CoRR abs/1707.06320 (2017)
[i5]
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  - journals/corr/abs-1709-00575
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Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova:
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. CoRR abs/1709.00575 (2017)
[i4]
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  - journals/corr/abs-1710-06922
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Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela:
Emergent Translation in Multi-Agent Communication. CoRR abs/1710.06922 (2017)
[i3]
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  - journals/corr/abs-1711-07950
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Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston:
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. CoRR abs/1711.07950 (2017)
2016
[i2]
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  - journals/corr/VulicGKHK16
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Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen:
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. CoRR abs/1608.02117 (2016)
[i1]
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  - journals/corr/KielaBVC16
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Douwe Kiela, Luana Bulat, Anita L. Vero, Stephen Clark:
Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research. CoRR abs/1610.07432 (2016)

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