Mehdad, Yashar

Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval

Xiong, W., Li, X. L., Iyer, S., Du, J., Lewis, P., Wang, W. Y., Mehdad, Y., Yih, W.-T., Riedel, S., Kiela, D., et al. (2020) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 112

CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning

Tang, X., Nair, A., Wang, B., Wang, B., Desai, J., Wade, A., Li, H., Celikyilmaz, A., Mehdad, Y., & Radev, D. (2022) · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Topic ModelingAdvanced Text Analysis Techniques

Cited by 43

Bit: Robustly binarized multi-distilled transformer

Liu, Z., Oguz, B., Pappu, A., Xiao, L., Yih, S., Li, M., Krishnamoorthi, R., & Mehdad, Y. (2022) · Advances in Neural Information Processing Systems 35

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 39

Effective Long-Context Scaling of Foundation Models

Xiong, W., Liu, J., Molybog, I., Zhang, H., Bhargava, P., Hou, R., Martin, L., Rungta, R., Sankararaman, K. A., Oguz, B., et al. (2024) · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 33

LLM-QAT: Data-Free Quantization Aware Training for Large Language Models

Liu, Z., Oguz, B., Zhao, C., Chang, E., Stock, P., Mehdad, Y., Shi, Y., Krishnamoorthi, R., & Chandra, V. (2023) · arXiv

Advanced Neural Network ApplicationsTopic Modeling

Cited by 13

Effective Long-Context Scaling of Foundation Models

Xiong, W., Liu, J., Molybog, I., Zhang, H., Bhargava, P., Hou, R., Martin, L., Rungta, R., Sankararaman, K. A., Oguz, B., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 9

Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA

Gonzalez, A. V., Bansal, G., Fan, A., Jia, R., Mehdad, Y., & Iyer, S. (2020) · arXiv

Explainable Artificial Intelligence (XAI)Information Retrieval and Search Behavior

Cited by 7