Beyond efficiency: A systematic survey of resource-efficient large language models G Bai, Z Chai, C Ling, S Wang, J Lu, N Zhang, T Shi, Z Yu, M Zhu, ... arXiv preprint arXiv:2401.00625, 2024 | 68 | 2024 |
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs R Kamoi, Y Zhang, N Zhang, J Han, R Zhang TACL 2024, 2024 | 27* | 2024 |
Evaluating LLMs at Detecting Errors in LLM Responses R Kamoi, SSS Das, R Lou, JJ Ahn, Y Zhao, X Lu, N Zhang, Y Zhang, ... COLM 2024, 2024 | 13* | 2024 |
LLMs assist NLP Researchers: Critique Paper (Meta-) Reviewing J Du, Y Wang, W Zhao, Z Deng, S Liu, R Lou, HP Zou, PN Venkit, ... EMNLP 2024, 2024 | 12 | 2024 |
Fair Abstractive Summarization of Diverse Perspectives Y Zhang, N Zhang, Y Liu, A Fabbri, J Liu, R Kamoi, X Lu, C Xiong, J Zhao, ... NAACL 2024, 2023 | 10 | 2023 |
Pruning as a Domain-specific LLM Extractor N Zhang, Y Liu, X Zhao, W Cheng, R Bao, R Zhang, P Mitra, H Chen Findings of NAACL 2024, 2024 | 7 | 2024 |
FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization N Zhang, Y Zhang, W Guo, P Mitra, R Zhang EMNLP 2023, 2023 | 4 | 2023 |
STAPI: An Automatic Scraper for Extracting Iterative Title-Text Structure from Web Documents N Zhang, S Wilson, P Mitra LREC 2022, 2022 | 2 | 2022 |
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning N Zhang, PK Choubey, A Fabbri, G Bernadett-Shapiro, R Zhang, P Mitra, ... arXiv preprint arXiv:2412.06206, 2024 | | 2024 |
PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents N Zhang, C Heaton, ST Okonsky, P Mitra, HE Toraman LREC-COLING 2024, 2024 | | 2024 |