Douwe Kiela

15

Papers

212

Total Citations

Papers (15)

Generative Representational Instruction Tuning

Model Alignment as Prospect Theoretic Optimization

Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality

FLAVA: A Foundational Language and Vision Alignment Model

Poincaré Embeddings for Learning Hierarchical Representations

NeurIPS 2017arXiv

Hyperbolic Graph Neural Networks

The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Learning Optimal Representations with the Decodable Information Bottleneck

Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking

True Few-Shot Learning with Language Models

Human-Adversarial Visual Question Answering

DataPerf: Benchmarks for Data-Centric AI Development

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents

Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry