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Douwe Kiela

  1. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
    2020/05/22 by Patrick Lewis, Ethan Perez, Lewis, Patrick +21 · 10 voices · 1591 citations
    #cs.CL #cs.LG
  2. Poincaré Embeddings for Learning Hierarchical Representations
    2017/05/22 by Maximilian Nickel, Douwe Kiela, Nickel, Maximilian +1 · 3 voices · 72 citations
    Computer Science · #cs.AI #cs.LG #stat.ML
  3. Adversarial NLI: A New Benchmark for Natural Language Understanding
    2019/10/31 by Yixin Nie, Adina Williams, Nie, Yixin +9 · 1 voice · 59 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications #Topic Modeling #cs.CL #cs.LG
  4. Personalizing Dialogue Agents: I have a dog, do you have pets too?
    2018/01/22 by Saizheng Zhang, Emily Dinan, Zhang, Saizheng +9 · 79 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  5. Retrieval Augmentation Reduces Hallucination in Conversation
    2021/04/15 by Kurt Shuster, Spencer Poff, Shuster, Kurt +7 · 74 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  6. The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
    2020/05/10 by Douwe Kiela, Kiela, Douwe, Hamed Firooz +11 · 60 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Humor Studies and Applications #Sentiment Analysis and Opinion Mining
  7. OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents
    2023/06/21 by Hugo Laurençon, Lucile Saulnier, Laurençon, Hugo +22 · 1 voice · 34 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CV #cs.IR
  8. Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality
    2022/04/07 by Tristan Thrush, Thrush, Tristan, Ryan Jiang +11 · 59 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  9. Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry
    2018/06/09 by Maximilian Nickel, Douwe Kiela, Nickel, Maximilian +1 · 30 citations
    Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · Computer Science · #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks #Advanced Graph Neural Networks
  10. OLMoE: Open Mixture-of-Experts Language Models
    2024/09/03 by Niklas Muennighoff, Muennighoff, Niklas, Luca Soldaini +45 · 1 voice · 61 citations
    Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  11. Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little
    2021/04/14 by Koustuv Sinha, Robin Jia, Sinha, Koustuv +10 · 1 voice · 9 citations
    Computer Science · #cs.CL #cs.LG
  12. Learning to Speak and Act in a Fantasy Text Adventure Game
    2019/03/07 by Jack Urbanek, Urbanek, Jack, Angela Fan +17 · 1 voice · 6 citations
    #cs.CL #cs.AI
  13. Generative Representational Instruction Tuning
    2024/02/15 by Niklas Muennighoff, Hongjin Su, Muennighoff, Niklas +13 · 2 voices · 36 citations
    Computer Science · Psychology · #Innovative Teaching and Learning Methods #cs.AI #cs.CL #cs.LG
  14. SentEval: An Evaluation Toolkit for Universal Sentence Representations
    2018/03/14 by Alexis Conneau, Douwe Kiela, Conneau, Alexis +1 · 29 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  15. Hyperbolic Graph Neural Networks
    2019/10/28 by Qi Liu, Maximilian Nickel, Liu, Qi +3 · 21 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  16. True Few-Shot Learning with Language Models
    2021/05/24 by Ethan Perez, Perez, Ethan, Douwe Kiela +3 · 23 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  17. Gradient-based Adversarial Attacks against Text Transformers
    2021/04/15 by Chuan Guo, Alexandre Sablayrolles, Guo, Chuan +5 · 18 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  18. Learning from the Worst: Dynamically Generated Datasets to Improve\n Online Hate Detection
    2020/12/31 by Bertie Vidgen, Tristan Thrush, Vidgen, Bertie +5 · 15 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning
  19. Efficient Large-Scale Multi-Modal Classification
    2018/02/06 by Douwe Kiela, Édouard Grave, Kiela, D. +5 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies
  20. Anchor Points: Benchmarking Models with Much Fewer Examples
    2023/09/14 by Rajan Vivek, Vivek, Rajan, Kawin Ethayarajh +5 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  21. DataPerf: Benchmarks for Data-Centric AI Development
    2022/07/20 by Mark Mazumder, Mazumder, Mark, Colby Banbury +78 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  22. Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking
    2021/05/21 by Zhiyi Ma, Ma, Zhiyi, Kawin Ethayarajh +15 · 5 citations
    Computer Science · #Topic Modeling #Software Engineering Research #Explainable Artificial Intelligence (XAI)
  23. Great Models Think Alike and this Undermines AI Oversight
    2025/02/06 by Shashwat Goel, Joschka Struber, Janet Struber +16 · 3 voices · 8 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL #cs.LG
  24. Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment
    2024/08/12 by Karel D’Oosterlinck, D'Oosterlinck, Karel, Winnie Xu +13 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Semantic Web and Ontologies
  25. Reservoir Transformers
    2020/12/30 by Sheng Shen, Shen, Sheng, Alexei Baevski +9 · 4 citations
    Computer Science · #Neural Networks and Reservoir Computing #Neural Networks and Applications #Machine Learning and ELM
  26. Learning Optimal Representations with the Decodable Information Bottleneck
    2020/09/27 by Yann Dubois, Dubois, Yann, Douwe Kiela +5 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms
  27. Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
    2022/09/30 by Leandro von Werra, Lewis Tunstall, von Werra, Leandro +35 · 4 citations
    Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science
  28. LMUnit: Fine-grained Evaluation with Natural Language Unit Tests
    2024/12/17 by Jon Saad-Falcon, Saad-Falcon, Jon, Rajan Vivek +14 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  29. I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling
    2020/12/24 by Yixin Nie, Nie, Yixin, Mary Williamson +7 · 2 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
  30. Dynamic Meta-Embeddings for Improved Sentence Representations
    2018/04/21 by Douwe Kiela, Changhan Wang, Kiela, Douwe +3 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  31. On the interaction between supervision and self-play in emergent\n communication
    2020/02/03 by Ryan Lowe, Lowe, Ryan, Abhinav Gupta +7 · 4 citations
    Social Sciences · Computer Science · #Language and cultural evolution #Reinforcement Learning in Robotics #Topic Modeling
  32. Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations
    2020/10/29 by Kalesha Bullard, Bullard, Kalesha, Franziska Meier +7 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robot Manipulation and Learning
  33. Rissanen Data Analysis: Examining Dataset Characteristics via Description Length
    2021/03/05 by Ethan Perez, Douwe Kiela, Perez, Ethan +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  34. Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants
    2021/12/16 by Max Bartolo, Tristan Thrush, Bartolo, Max +9 · 1 citation
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Mobile Crowdsensing and Crowdsourcing
  35. Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks
    2022/04/05 by Tristan Thrush, Thrush, Tristan, Kushal Tirumala +17 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  36. I love your chain mail! Making knights smile in a fantasy game world:\n Open-domain goal-oriented dialogue agents
    2020/02/07 by Shrimai Prabhumoye, Prabhumoye, Shrimai, Margaret Li +11 · 2 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #AI in Service Interactions
  37. Generalized Inner Loop Meta-Learning
    2019/10/03 by Edward Grefenstette, Brandon Amos, Grefenstette, Edward +15 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification