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Feng, Junlan

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44 papers 2006–2026

FlipTS: Failure-to-Success Mathematical Self-Refinement via Trajectory-Aware Sampling in End-to-End Online RL

Hao, Yaqian, Hao, Yifan, Liu, Yankai, Chao, Fangning, Cui, Zhaojun, Zhang, Haiyu
+4 more show fewer
Bai, Huan, Meng, Fanyu, Deng, Chao, Feng, Junlan
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

DR$^3$-Eval: Towards Realistic and Reproducible Deep Research Evaluation

Xie, Qianqian, Zhu, He, Han, Xueming, Xiong, Qingheng, Xia, Tiantian, Meng, Fanyu
+13 more show fewer
Wang, Jiakai, Bai, Zhiqi, Jiang, Chengkang, Wang, Zhaohui, Guo, Yubin, Wen, Yuqing, Mao, Jiayang, Zhang, Zijie, Li, Shihao, Wang, Yanghai, Ren, Yuxiang, Feng, Junlan, Liu, Jiaheng
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning

Guan, Jing, Yang, Yachao, Liu, Zhaoliang, Zhang, Yuyao, Meng, Fanyu, Feng, Junlan
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

RGCC: Retriever-Guided Context Compression for Efficient Vision--Language Alignment in Knowledge-Based VQA

Li, Qiankun, Zhai, Feifei, Chen, Jianghao, Li, Chong, Gao, Haoran, Meng, Fanyu
+3 more show fewer
Feng, Junlan, Zhao, Yang, Zhou, Yu
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

HGP: An on-device personalized agent memory via hybrid graph storage

Zhou, Ran, Han, Xueming, Liu, Jiaheng, Zhang, Yuyao, Meng, Fanyu, Feng, Junlan
+1 more show fewer
Ren, Yuxiang
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

A Data Driven Approach to Relevancy Recognition for Contextual Question Answering

Yang, Fan, Feng, Junlan, Di Fabbrizio, Giuseppe
2006-01 Proceedings of the Interactive Question Answering Workshop at HLT-NAACL 2006

Effects of Word Confusion Networks on Voice Search

Feng, Junlan, Bangalore, Srinivas
2009-01 Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009)

Robust Sentiment Detection on Twitter from Biased and Noisy Data

Barbosa, Luciano, Feng, Junlan
2010-01 Coling 2010: Posters

Meta-Reinforced Multi-Domain State Generator for Dialogue Systems

Huang, Yi, Feng, Junlan, Hu, Min, Wu, Xiaoting, Du, Xiaoyu, Ma, Shuo
2020-01 Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning

Zhang, Yichi, Ou, Zhijian, Hu, Min, Feng, Junlan
2020-01 Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning

Huang, Yi, Feng, Junlan, Ma, Shuo, Du, Xiaoyu, Wu, Xiaoting
2020-01 Findings of the Association for Computational Linguistics: EMNLP 2020

A structure-enhanced graph convolutional network for sentiment analysis

Meng, Fanyu, Feng, Junlan, Yin, Danping, Chen, Si, Hu, Min
2020-01 Findings of the Association for Computational Linguistics: EMNLP 2020

Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking

Huang, Yi, Feng, Junlan, Wu, Xiaoting, Du, Xiaoyu
2021-01 The First Workshop on Evaluations and Assessments of Neural Conversation Systems

PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling

Dong, Guanting, Guo, Daichi, Wang, Liwen, Li, Xuefeng, Wang, Zechen, Zeng, Chen
+7 more show fewer
He, Keqing, Zhao, Jinzheng, Lei, Hao, Cui, Xinyue, Huang, Yi, Feng, Junlan, Xu, Weiran
2022-01 Proceedings of the 29th International Conference on Computational Linguistics

Generalized Intent Discovery: Learning from Open World Dialogue System

Mou, Yutao, He, Keqing, Wu, Yanan, Wang, Pei, Wang, Jingang, Wu, Wei
+3 more show fewer
Huang, Yi, Feng, Junlan, Xu, Weiran
2022-01 Proceedings of the 29th International Conference on Computational Linguistics

A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems

Liu, Hong, Cai, Yucheng, Ou, Zhijian, Huang, Yi, Feng, Junlan
2022-01 Proceedings of the Towards Semi-Supervised and Reinforced Task-Oriented Dialog Systems (SereTOD)

Information Extraction and Human-Robot Dialogue towards Real-life Tasks A Baseline Study with the MobileCS Dataset

Liu, Hong, Peng, Hao, Ou, Zhijian, Li, Juanzi, Huang, Yi, Feng, Junlan
2022-01 Proceedings of the Towards Semi-Supervised and Reinforced Task-Oriented Dialog Systems (SereTOD)

State-Aware Adversarial Training for Utterance-Level Dialogue Generation

Huang, Yi, Wu, Xiaoting, Hu, Wei, Feng, Junlan, Deng, Chao
2022-01 Proceedings of the Towards Semi-Supervised and Reinforced Task-Oriented Dialog Systems (SereTOD)