Concreteness and Corpora: A Theoretical and Practical Study. - Felix Hill; Douwe Kiela; Anna Korhonen (CMCL, 2013)

Detecting Compositionality of Multi-Word Expressions using Nearest Neighbours in Vector Space Models. - Douwe Kiela; Stephen Clark (EMNLP, 2013)

UCAM-CORE: Incorporating structured distributional similarity into STS. - Tamara Polajnar; Laura Rimell; Douwe Kiela (*SEM@NAACL-HLT, 2013)

A Systematic Study of Semantic Vector Space Model Parameters. - Douwe Kiela; Stephen Clark (CVSC@EACL, 2014)

Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More. - Douwe Kiela; Felix Hill; Anna Korhonen; Stephen Clark (ACL (2), 2014)

Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics. - Douwe Kiela; Léon Bottou (EMNLP, 2014)

Grounding Semantics in Olfactory Perception. - Douwe Kiela; Luana Bulat; Stephen Clark (ACL (2), 2015)

Exploiting Image Generality for Lexical Entailment Detection. - Douwe Kiela; Laura Rimell; Ivan Vulic; Stephen Clark (ACL (2), 2015)

Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception. - Douwe Kiela; Stephen Clark (EMNLP, 2015)

Specializing Word Embeddings for Similarity or Relatedness. - Douwe Kiela; Felix Hill; Stephen Clark (EMNLP, 2015)

Visual Bilingual Lexicon Induction with Transferred ConvNet Features. - Douwe Kiela; Ivan Vulic; Stephen Clark (EMNLP, 2015)

Unsupervised discovery of information structure in biomedical documents. - Douwe Kiela; Yufan Guo; Ulla Stenius; Anna Korhonen (Bioinform., 2015)

MMFeat: A Toolkit for Extracting Multi-Modal Features. - Douwe Kiela (ACL (System Demonstrations), 2016)

Multi-Modal Representations for Improved Bilingual Lexicon Learning. - Ivan Vulic; Douwe Kiela; Stephen Clark; Marie-Francine Moens (ACL (2), 2016)

Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings. - Simon Baker; Douwe Kiela; Anna Korhonen (COLING, 2016)

Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics. - Douwe Kiela; Anita Lilla Vero; Stephen Clark (EMNLP, 2016)

Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps. - Luana Bulat; Douwe Kiela; Stephen Clark (HLT-NAACL, 2016)

Black Holes and White Rabbits: Metaphor Identification with Visual Features. - Ekaterina Shutova; Douwe Kiela; Jean Maillard (HLT-NAACL, 2016)

Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research. - Douwe Kiela; Luana Bulat; Anita L. Vero; Stephen Clark (CoRR, 2016)

Automatically Generating Rhythmic Verse with Neural Networks. - Jack Hopkins; Douwe Kiela (ACL (1), 2017)

Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation. - Ivan Vulic; Douwe Kiela; Anna Korhonen (EACL (1), 2017)

Learning to Negate Adjectives with Bilinear Models. - Laura Rimell; Amandla Mabona; Luana Bulat; Douwe Kiela (EACL (2), 2017)

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. - Alexis Conneau; Douwe Kiela; Holger Schwenk; Loïc Barrault; Antoine Bordes (EMNLP, 2017)

Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. - Marek Rei; Luana Bulat; Douwe Kiela; Ekaterina Shutova (EMNLP, 2017)

Poincaré Embeddings for Learning Hierarchical Representations. - Maximilian Nickel; Douwe Kiela (NIPS, 2017)

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. - Ivan Vulic; Daniela Gerz; Douwe Kiela; Felix Hill; Anna Korhonen (Comput. Linguistics, 2017)

Emergent Language in a Multi-Modal, Multi-Step Referential Game. - Katrina Evtimova; Andrew Drozdov; Douwe Kiela; Kyunghyun Cho (CoRR, 2017)

Learning Neural Audio Embeddings for Grounding Semantics in Auditory Perception. - Douwe Kiela; Stephen Clark (J. Artif. Intell. Res., 2017)

Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns. - Andrew J. Anderson; Douwe Kiela; Stephen Clark; Massimo Poesio (Trans. Assoc. Comput. Linguistics, 2017)

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

Code-Switched Named Entity Recognition with Embedding Attention. - Changhan Wang; Kyunghyun Cho; Douwe Kiela (CodeSwitch@ACL, 2018)

Personalizing Dialogue Agents: I have a dog, do you have pets too? - Saizheng Zhang; Emily Dinan; Jack Urbanek; Arthur Szlam; Douwe Kiela; Jason Weston (ACL (1), 2018)

Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora. - Stephen Roller; Douwe Kiela; Maximilian Nickel (ACL (2), 2018)

Jump to better conclusions: SCAN both left and right. - Jasmijn Bastings; Marco Baroni; Jason Weston; Kyunghyun Cho; Douwe Kiela (BlackboxNLP@EMNLP, 2018)

Dynamic Meta-Embeddings for Improved Sentence Representations. - Douwe Kiela; Changhan Wang; Kyunghyun Cho (EMNLP, 2018)

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

Emergent Translation in Multi-Agent Communication. - Jason Lee 002; Kyunghyun Cho; Jason Weston; Douwe Kiela (ICLR (Poster), 2018)

Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. - Zhilin Yang 001; Saizheng Zhang; Jack Urbanek; Will Feng; Alexander H. Miller; Arthur Szlam; Douwe Kiela; Jason Weston (ICLR (Poster), 2018)

Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry. - Maximilian Nickel; Douwe Kiela (ICML, 2018)

SentEval: An Evaluation Toolkit for Universal Sentence Representations. - Alexis Conneau; Douwe Kiela (LREC, 2018)

Learning Visually Grounded Sentence Representations. - Douwe Kiela; Alexis Conneau; Allan Jabri; Maximilian Nickel (NAACL-HLT, 2018)

Context-Attentive Embeddings for Improved Sentence Representations. - Douwe Kiela; Changhan Wang; Kyunghyun Cho (CoRR, 2018)

Talk the Walk: Navigating New York City through Grounded Dialogue. - Harm de Vries; Kurt Shuster 001; Dhruv Batra; Devi Parikh; Jason Weston; Douwe Kiela (CoRR, 2018)

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

Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings. - Matt Le 001; Stephen Roller; Laetitia Papaxanthos; Douwe Kiela; Maximilian Nickel (ACL (1), 2019)

Emergent Linguistic Phenomena in Multi-Agent Communication Games. - Laura Graesser; Kyunghyun Cho; Douwe Kiela (EMNLP/IJCNLP (1), 2019)

Seeded self-play for language learning. - Abhinav Gupta 002; Ryan Lowe; Jakob N. Foerster; Douwe Kiela; Joelle Pineau (LANTERN@EMNLP-IJCNLP, 2019)

Countering Language Drift via Visual Grounding. - Jason Lee 002; Kyunghyun Cho; Douwe Kiela (EMNLP/IJCNLP (1), 2019)

Finding Generalizable Evidence by Learning to Convince Q&A Models. - Ethan Perez; Siddharth Karamcheti; Rob Fergus; Jason Weston; Douwe Kiela; Kyunghyun Cho (EMNLP/IJCNLP (1), 2019)

Learning to Speak and Act in a Fantasy Text Adventure Game. - Jack Urbanek; Angela Fan; Siddharth Karamcheti; Saachi Jain; Samuel Humeau 001; Emily Dinan; Tim Rocktäschel; Douwe Kiela; Arthur Szlam; Jason Weston (EMNLP/IJCNLP (1), 2019)

No Training Required: Exploring Random Encoders for Sentence Classification. - John Wieting; Douwe Kiela (ICLR (Poster), 2019)

What makes a good conversation? How controllable attributes affect human judgments. - Abigail See; Stephen Roller; Douwe Kiela; Jason Weston (NAACL-HLT (1), 2019)

Supervised Multimodal Bitransformers for Classifying Images and Text. - Douwe Kiela; Suvrat Bhooshan; Hamed Firooz; Davide Testuggine (ViGIL@NeurIPS, 2019)

Hyperbolic Graph Neural Networks. - Qi Liu 049; Maximilian Nickel; Douwe Kiela (NeurIPS, 2019)

The Second Conversational Intelligence Challenge (ConvAI2). - Emily Dinan; Varvara Logacheva; Valentin Malykh; Alexander H. Miller; Kurt Shuster 001; Jack Urbanek; Douwe Kiela; Arthur Szlam; Iulian Serban; Ryan Lowe; Shrimai Prabhumoye; Alan W. Black; et al. (CoRR, 2019)

Why Build an Assistant in Minecraft? - Arthur Szlam; Jonathan Gray; Kavya Srinet; Yacine Jernite; Armand Joulin; Gabriel Synnaeve; Douwe Kiela; Haonan Yu; Zhuoyuan Chen; Siddharth Goyal; Demi Guo; Danielle Rothermel; et al. (CoRR, 2019)

Generalized Inner Loop Meta-Learning. - Edward Grefenstette; Brandon Amos; Denis Yarats; Phu Mon Htut; Artem Molchanov; Franziska Meier; Douwe Kiela; Kyunghyun Cho; Soumith Chintala (CoRR, 2019)

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 (AAAI, 2020)

Adversarial NLI: A New Benchmark for Natural Language Understanding. - Yixin Nie; Adina Williams; Emily Dinan; Mohit Bansal; Jason Weston; Douwe Kiela (ACL, 2020)

Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. - Emily Dinan; Angela Fan; Adina Williams; Jack Urbanek; Douwe Kiela; Jason Weston (EMNLP (1), 2020)

Multi-Dimensional Gender Bias Classification. - Emily Dinan; Angela Fan; Ledell Wu; Jason Weston; Douwe Kiela; Adina Williams (EMNLP (1), 2020)

Unsupervised Question Decomposition for Question Answering. - Ethan Perez; Patrick Lewis 001; Wen-tau Yih; Kyunghyun Cho; Douwe Kiela (EMNLP (1), 2020)

On the interaction between supervision and self-play in emergent communication. - Ryan Lowe; Abhinav Gupta 002; Jakob N. Foerster; Douwe Kiela; Joelle Pineau (ICLR, 2020)

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

The Hateful Memes Challenge: Competition Report. - 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; et al. (NeurIPS (Competition and Demos), 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 (NeurIPS, 2020)

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. - Patrick Lewis 001; Ethan Perez; Aleksandra Piktus; Fabio Petroni; Vladimir Karpukhin; Naman Goyal 001; Heinrich Küttler; Mike Lewis; Wen-tau Yih; Tim Rocktäschel; Sebastian Riedel 001; Douwe Kiela (NeurIPS, 2020)

I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents. - Shrimai Prabhumoye; Margaret Li; Jack Urbanek; Emily Dinan; Douwe Kiela; Jason Weston; Arthur Szlam (CoRR, 2020)

ANLIzing the Adversarial Natural Language Inference Dataset. - Adina Williams; Tristan Thrush; Douwe Kiela (CoRR, 2020)

Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations. - Kalesha Bullard; Franziska Meier; Douwe Kiela; Joelle Pineau; Jakob N. Foerster (CoRR, 2020)

Reservoir Transformer. - Sheng Shen 001; Alexei Baevski; Ari S. Morcos; Kurt Keutzer; Michael Auli; Douwe Kiela (CoRR, 2020)

On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study. - Divyansh Kaushik; Douwe Kiela; Zachary C. Lipton; Wen-tau Yih (ACL/IJCNLP (1), 2021)

I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. - Yixin Nie; Mary Williamson; Mohit Bansal; Douwe Kiela; Jason Weston (ACL/IJCNLP (1), 2021)

DynaSent: A Dynamic Benchmark for Sentiment Analysis. - Christopher Potts; Zhengxuan Wu; Atticus Geiger; Douwe Kiela (ACL/IJCNLP (1), 2021)

Reservoir Transformers. - Sheng Shen 001; Alexei Baevski; Ari S. Morcos; Kurt Keutzer; Michael Auli; Douwe Kiela (ACL/IJCNLP (1), 2021)

Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection. - Bertie Vidgen; Tristan Thrush; Zeerak Waseem; Douwe Kiela (ACL/IJCNLP (1), 2021)

To what extent do human explanations of model behavior align with actual model behavior? - Grusha Prasad; Yixin Nie; Mohit Bansal; Robin Jia; Douwe Kiela; Adina Williams (BlackboxNLP@EMNLP, 2021)

Retrieval Augmentation Reduces Hallucination in Conversation. - Kurt Shuster 001; Spencer Poff; Moya Chen; Douwe Kiela; Jason Weston (EMNLP (Findings), 2021)

Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation. - Max Bartolo; Tristan Thrush; Robin Jia; Sebastian Riedel 001; Pontus Stenetorp; Douwe Kiela (EMNLP (1), 2021)

Gradient-based Adversarial Attacks against Text Transformers. - Chuan Guo 001; Alexandre Sablayrolles; Hervé Jégou; Douwe Kiela (EMNLP (1), 2021)

Cross-Modal Retrieval Augmentation for Multi-Modal Classification. - Shir Gur; Natalia Neverova; Christopher Stauffer; Ser-Nam Lim; Douwe Kiela; Austin Reiter (EMNLP (Findings), 2021)

What's Hidden in a One-layer Randomly Weighted Transformer? - Sheng Shen 001; Zhewei Yao; Douwe Kiela; Kurt Keutzer; Michael W. Mahoney (EMNLP (1), 2021)

Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little. - Koustuv Sinha; Robin Jia; Dieuwke Hupkes; Joelle Pineau; Adina Williams; Douwe Kiela (EMNLP (1), 2021)

Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval. - Wenhan Xiong; Xiang Lorraine Li; Srini Iyer 001; Jingfei Du; Patrick Lewis 001; William Yang Wang; Yashar Mehdad; Scott Yih; Sebastian Riedel 001; Douwe Kiela; Barlas Oguz (ICLR, 2021)

Rissanen Data Analysis: Examining Dataset Characteristics via Description Length. - Ethan Perez; Douwe Kiela; Kyunghyun Cho (ICML, 2021)

Dynabench: Rethinking Benchmarking in NLP. - Douwe Kiela; Max Bartolo; Yixin Nie; Divyansh Kaushik; Atticus Geiger; Zhengxuan Wu; Bertie Vidgen; Grusha Prasad; Amanpreet Singh; Pratik Ringshia; Zhiyi Ma; Tristan Thrush; et al. (NAACL-HLT, 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)

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

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

Findings of the WMT 2021 Shared Task on Large-Scale Multilingual Machine Translation. - Guillaume Wenzek; Vishrav Chaudhary; Angela Fan; Sahir Gomez; Naman Goyal 001; Somya Jain; Douwe Kiela; Tristan Thrush; Francisco Guzmán (WMT@EMNLP, 2021)

Quasi-Equivalence Discovery for Zero-Shot Emergent Communication. - Kalesha Bullard; Douwe Kiela; Joelle Pineau; Jakob N. Foerster (CoRR, 2021)

Human-Adversarial Visual Question Answering. - Sasha Sheng; Amanpreet Singh; Vedanuj Goswami; Jose Alberto Lopez Magana; Wojciech Galuba; Devi Parikh; Douwe Kiela (CoRR, 2021)

Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks. - Tristan Thrush; Kushal Tirumala; Anmol Gupta; Max Bartolo; Pedro Rodriguez 001; Tariq Kane; William Gaviria Rojas; Peter Mattson; Adina Williams; Douwe Kiela (ACL (demo), 2022)

Analyzing Dynamic Adversarial Training Data in the Limit. - Eric Wallace; Adina Williams; Robin Jia; Douwe Kiela (ACL (Findings), 2022)

FLAVA: A Foundational Language And Vision Alignment Model. - Amanpreet Singh; Ronghang Hu; Vedanuj Goswami; Guillaume Couairon; Wojciech Galuba; Marcus Rohrbach; Douwe Kiela (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 (CVPR, 2022)

Perturbation Augmentation for Fairer NLP. - Rebecca Qian; Candace Ross; Jude Fernandes; Eric Michael Smith; Douwe Kiela; Adina Williams (EMNLP, 2022)

Grounding, Meaning and Foundation Models: Adventures in Multimodal Machine Learning. - Douwe Kiela (ACM Multimedia, 2022)

Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants. - Max Bartolo; Tristan Thrush; Sebastian Riedel 001; Pontus Stenetorp; Robin Jia; Douwe Kiela (NAACL-HLT, 2022)

DataPerf: Benchmarks for Data-Centric AI Development. - 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; et al. (CoRR, 2022)

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements. - 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; et al. (CoRR, 2022)

Measuring Data. - Margaret Mitchell; Alexandra Sasha Luccioni; Nathan Lambert 001; Marissa Gerchick; Angelina McMillan-Major; Ezinwanne Ozoani; Nazneen Rajani; Tristan Thrush; Yacine Jernite; Douwe Kiela (CoRR, 2022)

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; et al. (AfricaNLP, 2023)

Investigating Multi-source Active Learning for Natural Language Inference. - Ard Snijders; Douwe Kiela; Katerina Margatina (EACL, 2023)

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. - 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 (NeurIPS, 2023)

DataPerf: Benchmarks for Data-Centric AI Development. - 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; et al. (NeurIPS, 2023)

Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language. - William Berrios; Gautam Mittal; Tristan Thrush; Douwe Kiela; Amanpreet Singh (CoRR, 2023)

OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. - 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 (CoRR, 2023)

FinanceBench: A New Benchmark for Financial Question Answering. - Pranab Islam; Anand Kannappan; Douwe Kiela; Rebecca Qian; Nino Scherrer; Bertie Vidgen (CoRR, 2023)

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

I am a Strange Dataset: Metalinguistic Tests for Language Models. - Tristan Thrush; Jared Moore; Miguel Monares; Christopher Potts; Douwe Kiela (ACL (1), 2024)

Anchor Points: Benchmarking Models with Much Fewer Examples. - Rajan Vivek; Kawin Ethayarajh; Diyi Yang; Douwe Kiela (EACL (1), 2024)

Nearest Neighbor Normalization Improves Multimodal Retrieval. - Neil Chowdhury; Franklin Wang; Sumedh Shenoy; Douwe Kiela; Sarah Schwettmann; Tristan Thrush (EMNLP, 2024)

Model Alignment as Prospect Theoretic Optimization. - Kawin Ethayarajh; Winnie Xu; Niklas Muennighoff; Dan Jurafsky; Douwe Kiela (ICML, 2024)

KTO: Model Alignment as Prospect Theoretic Optimization. - Kawin Ethayarajh; Winnie Xu; Niklas Muennighoff; Dan Jurafsky; Douwe Kiela (CoRR, 2024)

Lynx: An Open Source Hallucination Evaluation Model. - Selvan Sunitha Ravi; Bartosz Mielczarek; Anand Kannappan; Douwe Kiela; Rebecca Qian (CoRR, 2024)

OLMoE: Open Mixture-of-Experts Language Models. - Niklas Muennighoff; Luca Soldaini; Dirk Groeneveld; Kyle Lo; Jacob Morrison; Sewon Min; Weijia Shi; Pete Walsh; Oyvind Tafjord; Nathan Lambert 001; Yuling Gu; Shane Arora; et al. (CoRR, 2024)

LMUnit: Fine-grained Evaluation with Natural Language Unit Tests. - Jon Saad-Falcon; Rajan Vivek; William Berrios; Nandita Shankar Naik; Matija Franklin; Bertie Vidgen; Amanpreet Singh; Douwe Kiela; Shikib Mehri (CoRR, 2024)

Generative Representational Instruction Tuning. - Niklas Muennighoff; Hongjin Su; Liang Wang 046; Nan Yang 002; Furu Wei; Tao Yu 009; Amanpreet Singh; Douwe Kiela (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 001; Yuling Gu; Shane Arora; et al. (ICLR, 2025)

Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment. - Karel D'Oosterlinck; Winnie Xu; Chris Develder; Thomas Demeester; Amanpreet Singh; Christopher Potts; Douwe Kiela; Shikib Mehri (Trans. Assoc. Comput. Linguistics, 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 (CoRR, 2025)