Hou, Lei

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Bai, Y., Tu, S., Zhang, J., Peng, H., Wang, X., Lv, X., Cao, S., Xu, J., Hou, L., Dong, Y., et al. (2025) · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingMultimodal Machine Learning Applications

Cited by 29

KoLA: Carefully Benchmarking World Knowledge of Large Language Models

Yu, J., Wang, X., Tu, S., Cao, S., Zhang-Li, D., Lv, X., Peng, H., Yao, Z., Zhang, X., Li, H., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 29

Finding Skill Neurons in Pre-trained Transformer-based Language Models

Wang, X., Wen, K., Zhang, Z., Hou, L., Liu, Z., & Li, J. (2022) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 28

Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions

Cao, S., Zhang, J., Shi, J., Lv, X., Yao, Z., Tian, Q., Hou, L., & Li, J. (2023) · Findings of the Association for Computational Linguistics: EMNLP 2023

Topic ModelingInformation Retrieval and Search Behavior

Cited by 17

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA

Zhang, J., Bai, Y., Lv, X., Gu, W., Liu, D., Zou, M., Cao, S., Hou, L., Dong, Y., Feng, L., et al. (2024) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 14

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Bai, Y., Lv, X., Zhang, J., Lyu, H., Tang, J., Huang, Z., Du, Z., Liu, X., Zeng, A., Hou, L., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 9

When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks

Peng, H., Wang, X., Chen, J., Li, W., Qi, Y., Wang, Z., Wu, Z., Zeng, K., Xu, B., Hou, L., et al. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 7

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

Bai, Y., Zhang, J., Lv, X., Zheng, L., Zhu, S., Hou, L., Dong, Y., Tang, J., & Li, J. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 2

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Bai, Y., Tu, S., Zhang, J., Peng, H., Wang, X., Lv, X., Cao, S., Xu, J., Hou, L., Dong, Y., et al. (2024) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 2