| 2025 | ICLR | HeadMap: Locating and Enhancing Knowledge Circuits in LLMs. | Xuehao Wang, Liyuan Wang, Binghuai Lin, Yu Zhang |
| 2024 | ACL | Large Language Models are not Fair Evaluators. | Peiyi Wang, Lei Li, Liang Chen, Zefan Cai, Dawei Zhu, Binghuai Lin, Yunbo Cao, Lingpeng Kong, Qi Liu, Tianyu Liu, Zhifang Sui |
| 2024 | EMNLP | PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL. | Ruilin Luo, Liyuan Wang, Binghuai Lin, Zicheng Lin, Yujiu Yang |
| 2024 | ICASSP | A Study of Mispronunciation Detection and Diagnosis Based on Meta-Learning. | Yukai Wan, Yuqi Shi, Binghuai Lin, Yanlu Xie |
| 2024 | NAACL | DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade. | Zefan Cai, Xin Zheng, Tianyu Liu, Haoran Meng, Jiaqi Han, Gang Yuan, Binghuai Lin, Baobao Chang, Yunbo Cao |
| 2023 | ACL | Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion. | Shaoxiang Wu, Damai Dai, Ziwei Qin, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui |
| 2023 | ACL | Enhancing Continual Relation Extraction via Classifier Decomposition. | Heming Xia, Peiyi Wang, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui |
| 2023 | ACL | Soft Language Clustering for Multilingual Model Pre-training. | Jiali Zeng, Yufan Jiang, Yongjing Yin, Yi Jing, Fandong Meng, Binghuai Lin, Yunbo Cao, Jie Zhou |
| 2023 | EMNLP | Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization. | Shoujie Tong, Heming Xia, Damai Dai, Runxin Xu, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui |
| 2023 | EMNLP | DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service Chatlog. | Xin Zheng, Tianyu Liu, Haoran Meng, Xu Wang, Yufan Jiang, Meng-Liang Rao, Binghuai Lin, Yunbo Cao, Zhifang Sui |
| 2023 | ICASSP | Multi-Lingual Pronunciation Assessment with Unified Phoneme Set and Language-Specific Embeddings. | Binghuai Lin, Liyuan Wang |
| 2023 | ICASSP | Robust multi-modal speech emotion recognition with ASR error adaptation. | Binghuai Lin, Liyuan Wang |
| 2023 | ICASSP | Multi-modal ASR error correction with joint ASR error detection. | Binghuai Lin, Liyuan Wang |
| 2022 | EMNLP | DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection. | Haoran Meng, Zheng Xin, Tianyu Liu, Zizhen Wang, He Feng, Binghuai Lin, Xuemin Zhao, Yunbo Cao, Zhifang Sui |
| 2022 | EMNLP | Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation. | Peiyi Wang, Yifan Song, Tianyu Liu, Binghuai Lin, Yunbo Cao, Sujian Li, Zhifang Sui |
| 2022 | EMNLP | HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification. | Zihan Wang, Peiyi Wang, Tianyu Liu, Binghuai Lin, Yunbo Cao, Zhifang Sui, Houfeng Wang |
| 2022 | EMNLP | DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition. | Jiali Zeng, Yufan Jiang, Yongjing Yin, Xu Wang, Binghuai Lin, Yunbo Cao |
| 2022 | ICASSP | Phoneme Mispronunciation Detection By Jointly Learning To Align. | Binghuai Lin, Liyuan Wang |
| 2022 | ICASSP | Fast Task-Specific Adaptation in Spoken Language Assessment with Meta-Learning. | Binghuai Lin, Liyuan Wang |
| 2022 | ICASSP | Learning Acoustic Frame Labeling for Phoneme Segmentation with Regularized Attention Mechanism. | Binghuai Lin, Liyuan Wang |
| 2021 | ASRU | Uncertainty-Aware Pseudo-Labeling for Spoken Language Assessment. | Binghuai Lin, Liyuan Wang |
| 2021 | ICASSP | Attention-Based Multi-Encoder Automatic Pronunciation Assessment. | Binghuai Lin, Liyuan Wang |
| 2021 | Interspeech | F | Hongwei Ding, Binghuai Lin, Liyuan Wang |
| 2021 | Interspeech | A Noise Robust Method for Word-Level Pronunciation Assessment. | Binghuai Lin, Liyuan Wang |
| 2021 | Interspeech | End to End Transformer-Based Contextual Speech Recognition Based on Pointer Network. | Binghuai Lin, Liyuan Wang |
| 2021 | Interspeech | A Neural Network-Based Noise Compensation Method for Pronunciation Assessment. | Binghuai Lin, Liyuan Wang |
| 2021 | Interspeech | Deep Feature Transfer Learning for Automatic Pronunciation Assessment. | Binghuai Lin, Liyuan Wang |
| 2021 | Interspeech | A Study on Fine-Tuning wav2vec2.0 Model for the Task of Mispronunciation Detection and Diagnosis. | Linkai Peng, Kaiqi Fu, Binghuai Lin, Dengfeng Ke, Jinsong Zhang |
| 2021 | Interspeech | Explore wav2vec 2.0 for Mispronunciation Detection. | Xiaoshuo Xu, Yueteng Kang, Songjun Cao, Binghuai Lin, Long Ma |
| 2021 | Interspeech | A Preliminary Study on Discourse Prosody Encoding in L1 and L2 English Spontaneous Narratives. | Yuqing Zhang, Zhu Li, Binghuai Lin, Jinsong Zhang |
| 2021 | Interspeech | Relationships Between Perceptual Distinctiveness, Articulatory Complexity and Functional Load in Speech Communication. | Yuqing Zhang, Zhu Li, Bin Wu, Yanlu Xie, Binghuai Lin, Jinsong Zhang |
| 2020 | Interspeech | Formant Tracking Using Dilated Convolutional Networks Through Dense Connection with Gating Mechanism. | Wang Dai, Jinsong Zhang, Yingming Gao, Wei Wei, Dengfeng Ke, Binghuai Lin, Yanlu Xie |
| 2020 | Interspeech | A Comparison of English Rhythm Produced by Native American Speakers and Mandarin ESL Primary School Learners. | Hongwei Ding, Binghuai Lin, Liyuan Wang, Hui Wang, Ruomei Fang |
| 2020 | Interspeech | Joint Prediction of Punctuation and Disfluency in Speech Transcripts. | Binghuai Lin, Liyuan Wang |
| 2020 | Interspeech | Automatic Scoring at Multi-Granularity for L2 Pronunciation. | Binghuai Lin, Liyuan Wang, Xiaoli Feng, Jinsong Zhang |
| 2020 | Interspeech | Joint Detection of Sentence Stress and Phrase Boundary for Prosody. | Binghuai Lin, Liyuan Wang, Xiaoli Feng, Jinsong Zhang |