Kiela, Douwe

Exploiting Image Generality for Lexical Entailment Detection

Kiela, D., Rimell, L., Vulić, I., & Clark, S. (2015) · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)

Natural Language Processing TechniquesTopic Modeling

Cited by 55

Single-Agent LLMs Outperform Multi-Agent Systems on Multi-Hop Reasoning Under Equal Thinking Token Budgets

Tran, D., & Kiela, D. (2026) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 47

KTO: Model Alignment as Prospect Theoretic Optimization

Ethayarajh, K., Xu, W., Muennighoff, N., Jurafsky, D., & Kiela, D. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 29

Finding Generalizable Evidence by Learning to Convince Q&A Models

Perez, E., Karamcheti, S., Fergus, R., Weston, J., Kiela, D., & Cho, K. (2019) · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

Topic ModelingNatural Language Processing Techniques

Cited by 27

FinanceBench: A New Benchmark for Financial Question Answering

Islam, P., Kannappan, A., Kiela, D., Qian, R., Scherrer, N., & Vidgen, B. (2023) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 16

Generative Representational Instruction Tuning

Muennighoff, N., Su, H., Wang, L., Yang, N., Wei, F., Yu, T., Singh, A., & Kiela, D. (2024) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 16

Lynx: An Open Source Hallucination Evaluation Model

Ravi, S. S., Mielczarek, B., Kannappan, A., Kiela, D., & Qian, R. (2024) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 6

DataPerf: Benchmarks for Data-Centric AI Development

Mazumder, M., Banbury, C., Yao, X., Karlaš, B., Rojas, W. G., Diamos, S., Diamos, G., He, L., Parrish, A., Kirk, H. R., et al. (2023) · Advances in Neural Information Processing Systems 36

Advanced Database Systems and QueriesScientific Computing and Data Management

Cited by 5

Anchor Points: Benchmarking Models with Much Fewer Examples

Vivek, R., Ethayarajh, K., Yang, D., & Kiela, D. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 4

Anchor Points: Benchmarking Models with Much Fewer Examples

Vivek, R., Ethayarajh, K., Yang, D., & Kiela, D. (2024) · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 4