Simran Arora

All Publications

• RELIC: Investigating Large Language Model Responses using Self-Consistency Cheng, F., Zouhar, V., Arora, S., Sachan, M., Strobelt, H., El-Assady, M., ACM ASSOC COMPUTING MACHINERY. 2024

  View details for DOI 10.1145/3613904.3641904

  View details for Web of Science ID 001255317900018

• Simple linear attention language models balance the recall-throughput tradeoff Arora, S., Eyuboglu, S., Zhang, M., Timalsina, A., Alberti, S., Zou, J., Rudra, A., Re, C. edited by Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J., Berkenkamp, F. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2024

  View details for Web of Science ID 001347135501033

• Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes Arora, S., Yang, B., Eyuboglu, S., Narayan, A., Hojel, A., Trummer, I., Re, C. ASSOC COMPUTING MACHINERY. 2023: 92-105

  View details for DOI 10.14778/3626292.3626294

  View details for Web of Science ID 001137839900003

• Reasoning over Public and Private Data in Retrieval-Based Systems TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS Arora, S., Lewis, P., Fan, A., Kahn, J., Re, C. 2023; 11: 902-921

  View details for DOI 10.1162/tacl_a_00580

  View details for Web of Science ID 001045029700001

• DECODINGTRUST: A Comprehensive Assessment of Trustworthiness in GPT Models Wang, B., Chen, W., Pei, H., Xie, C., Kang, M., Zhang, C., Xu, C., Xiong, Z., Dutta, R., Schaeffer, R., Truong, S. T., Arora, S., Mazeika, M., Hendrycks, D., Lin, Z., Cheng, Y., Koyejo, S., Song, D., Li, B. edited by Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M., Levine, S. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2023

  View details for Web of Science ID 001220600008008

• MONARCH MIXER: A Simple Sub-Quadratic GEMM-Based Architecture Fu, D. Y., Arora, S., Grogan, J., Johnson, I., Eyuboglu, S., Thomas, A. W., Spector, B., Poli, M., Rudra, A., Re, C. edited by Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M., Levine, S. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2023

  View details for Web of Science ID 001226352808003

• Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models Arora, S., Wu, S., Liu, E., Re, C., Assoc Computa Linguist ASSOC COMPUTATIONAL LINGUISTICS-ACL. 2022: 1733-1745

  View details for Web of Science ID 000828767401062

• Contextual Embeddings: When Are They Worth It? Arora, S., May, A., Zhang, J., Re, C., Assoc Computat Linguist ASSOC COMPUTATIONAL LINGUISTICS-ACL. 2020: 2650–63

  View details for Web of Science ID 000570978202080