Junlang Qian

According to our database, Junlang Qian authored at least 12 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Rewards as Labels: Revisiting RLVR from a Classification Perspective.

Zepeng Zhai, Meilin Chen, Jiaxuan Zhao, Junlang Qian, Lei Shen, Yuan Lu

CoRR, February, 2026

Fine-Grained Activation Steering: Steering Less, Achieving More.

Zijian Feng, Tianjiao Li, Zixiao Zhu, Hanzhang Zhou, Junlang Qian, Li Zhang, Chua Jia Jim Deryl, Lee Onn Mak, Gee Wah Ng, Kezhi Mao

CoRR, February, 2026

Zero-Shot Open-Vocabulary Human Motion Grounding with Test-Time Training.

Yunjiao Zhou, Xinyan Chen, Junlang Qian, Lihua Xie, Jianfei Yang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Via Score to Performance: Efficient Human-Controllable Long Song Generation with Bar-Level Symbolic Notation.

Tongxi Wang, Yang Yu, Qing Wang, Junlang Qian

CoRR, August, 2025

Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning.

Zixiao Zhu, Zijian Feng, Hanzhang Zhou, Junlang Qian, Kezhi Mao

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction.

Junlang Qian, Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Zepeng Zhai, Kezhi Mao

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

MICL: Improving In-Context Learning through Multiple-Label Words in Demonstration.

Zixiao Zhu, Zijian Feng, Hanzhang Zhou, Junlang Qian, Kezhi Mao

CoRR, 2024

UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation.

Hanzhang Zhou, Zijian Feng, Zixiao Zhu, Junlang Qian, Kezhi Mao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition.

Zixiao Zhu, Junlang Qian, Zijian Feng, Hanzhang Zhou, Kezhi Mao

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Unveiling and Manipulating Prompt Influence in Large Language Models.

Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi Mao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction.

Hanzhang Zhou, Junlang Qian, Zijian Feng, Hui Lu, Zixiao Zhu, Kezhi Mao

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Heuristics-Driven Link-of-Analogy Prompting: Enhancing Large Language Models for Document-Level Event Argument Extraction.

Hanzhang Zhou, Junlang Qian, Zijian Feng, Hui Lu, Zixiao Zhu, Kezhi Mao

CoRR, 2023