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2020 – today
- 2024
- [j20]Yongbin Li, Hongyi Yu, Jianping Du, Xia Zhang, Guangyi Liu:
Robust Delimitation of Aggregated Packets Based on Viterbi Decoding With Natural Redundancy in Protocols. IEEE Signal Process. Lett. 31: 1970-1974 (2024) - [j19]Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li:
Unifying Structured Data as Graph for Data-to-Text Pre-Training. Trans. Assoc. Comput. Linguistics 12: 210-228 (2024) - [j18]Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li:
Unifying Structured Data as Graph for Data-to-Text Pre-Training. Trans. Assoc. Comput. Linguistics 12: 210-228 (2024) - [j17]Yongbin Li, Hongyi Yu, Xia Zhang, Zhixiang Shen, Jianping Du, Bin Wang:
Generalized Channel Coding and Decoding With Natural Redundancy in Protocols. IEEE Trans. Commun. 72(2): 648-664 (2024) - [j16]Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li:
A Survey on Out-of-Distribution Detection in NLP. Trans. Mach. Learn. Res. 2024 (2024) - [c84]Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang:
Preference Ranking Optimization for Human Alignment. AAAI 2024: 18990-18998 - [c83]Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang:
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. ACL (Findings) 2024: 3603-3614 - [c82]Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Ling-Hao Chen, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li:
One-Shot Learning as Instruction Data Prospector for Large Language Models. ACL (1) 2024: 4586-4601 - [c81]Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li:
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. ACL (1) 2024: 5872-5900 - [c80]Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li:
SoFA: Shielded On-the-fly Alignment via Priority Rule Following. ACL (Findings) 2024: 7108-7136 - [c79]Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan:
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. ACL (1) 2024: 11160-11174 - [c78]Jiaxi Yang, Binyuan Hui, Min Yang, Bailin Wang, Bowen Li, Binhua Li, Fei Huang, Yongbin Li:
Iterative Forward Tuning Boosts In-Context Learning in Language Models. ACL (1) 2024: 15460-15473 - [c77]Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li:
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts. LREC/COLING 2024: 12539-12552 - [c76]Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li:
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. LREC/COLING 2024: 14358-14369 - [c75]Haoyu Gao, Ting-En Lin, Hangyu Li, Min Yang, Yuchuan Wu, Wentao Ma, Fei Huang, Yongbin Li:
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. LREC/COLING 2024: 14567-14578 - [c74]Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Minghao Li, Fei Huang, Nevin L. Zhang, Yongbin Li:
Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. LREC/COLING 2024: 16776-16789 - [c73]Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li:
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. LREC/COLING 2024: 17042-17061 - [c72]Jing Ma, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation. CVPR 2024: 23148-23157 - [c71]Yuwen Tan, Qinhao Zhou, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer. CVPR 2024: 23252-23262 - [c70]Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li:
DialCLIP: Empowering Clip As Multi-Modal Dialog Retriever. ICASSP 2024: 12421-12425 - [c69]Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li:
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch. ICML 2024 - [c68]Hao Lang, Fei Huang, Yongbin Li:
Fine-Tuning Language Models with Reward Learning on Policy. NAACL-HLT 2024: 1382-1392 - [c67]Qinhao Zhou, Zihan Zhang, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning. NAACL-HLT (Findings) 2024: 2922-2931 - [i92]Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li:
DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever. CoRR abs/2401.01076 (2024) - [i91]Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li:
Unifying Structured Data as Graph for Data-to-Text Pre-Training. CoRR abs/2401.01183 (2024) - [i90]Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li:
SoFA: Shielded On-the-fly Alignment via Priority Rule Following. CoRR abs/2402.17358 (2024) - [i89]Qiaoyu Tang, Jiawei Chen, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li:
Self-Retrieval: Building an Information Retrieval System with One Large Language Model. CoRR abs/2403.00801 (2024) - [i88]Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li:
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. CoRR abs/2403.02178 (2024) - [i87]Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li:
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. CoRR abs/2403.11124 (2024) - [i86]Hao Lang, Fei Huang, Yongbin Li:
Fine-Tuning Language Models with Reward Learning on Policy. CoRR abs/2403.19279 (2024) - [i85]Qinhao Zhou, Zihan Zhang, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning. CoRR abs/2403.19962 (2024) - [i84]Yuwen Tan, Qinhao Zhou, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer. CoRR abs/2403.19979 (2024) - [i83]Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou:
A Survey on Self-Evolution of Large Language Models. CoRR abs/2404.14387 (2024) - [i82]Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li:
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. CoRR abs/2405.19856 (2024) - [i81]Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li:
How to Understand Whole Software Repository? CoRR abs/2406.01422 (2024) - [i80]Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li:
How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States. CoRR abs/2406.05644 (2024) - [i79]Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li:
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents. CoRR abs/2406.14884 (2024) - [i78]Minzheng Wang, Longze Chen, Cheng Fu, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li:
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. CoRR abs/2406.17419 (2024) - [i77]Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li:
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement. CoRR abs/2408.03092 (2024) - [i76]Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Xiaobo Xia, Fei Huang, Jingkuan Song, Yongbin Li:
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. CoRR abs/2409.05840 (2024) - [i75]Xinghua Zhang, Haiyang Yu, Yongbin Li, Minzheng Wang, Longze Chen, Fei Huang:
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends. CoRR abs/2409.14195 (2024) - 2023
- [j15]Dengliang Qi, Jingan Feng, Yongbin Li, Lei Wang, Bao Song:
A Robust Hierarchical Estimation Scheme for Vehicle State Based on Maximum Correntropy Square-Root Cubature Kalman Filter. Entropy 25(3): 453 (2023) - [j14]Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Binhua Li, Fei Huang, Luo Si, Qingshan Jiang, Yongbin Li:
Schema dependency-enhanced curriculum pre-training for table semantic parsing. Knowl. Based Syst. 262: 110264 (2023) - [j13]Guifeng Wang, Luming Zhang, Yongbin Li, Yichuan Sheng:
Photo Semantic Understanding and Retargeting by a Noise-Robust Regularized Topic Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3495-3505 (2023) - [c66]Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li:
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. AAAI 2023: 13076-13084 - [c65]Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang:
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. AAAI 2023: 13309-13317 - [c64]Shenggui Li, Fuzhao Xue, Chaitanya Baranwal, Yongbin Li, Yang You:
Sequence Parallelism: Long Sequence Training from System Perspective. ACL (1) 2023: 2391-2404 - [c63]Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li:
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality. ACL (1) 2023: 2983-3000 - [c62]Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang:
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. ACL (Findings) 2023: 3515-3533 - [c61]Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li:
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling. ACL (1) 2023: 3521-3533 - [c60]Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang:
Universal Information Extraction with Meta-Pretrained Self-Retrieval. ACL (Findings) 2023: 4084-4100 - [c59]Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li:
Unified Language Representation for Question Answering over Text, Tables, and Images. ACL (Findings) 2023: 4756-4765 - [c58]Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li:
Domain Incremental Lifelong Learning in an Open World. ACL (Findings) 2023: 5844-5865 - [c57]Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li:
Long-Tailed Question Answering in an Open World. ACL (1) 2023: 6362-6382 - [c56]Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li:
Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment. ACL (1) 2023: 7900-7913 - [c55]Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li:
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. ACL (1) 2023: 13402-13416 - [c54]Yan Fan, Chengyu Wang, Fan Feng, Hengbin Cui, Yuchuan Wu, Yongbin Li:
Learning What to Ask: Mining Product Attributes for E-commerce Sales from Massive Dialogue Corpora. CIKM 2023: 5031-5035 - [c53]Tiandong Ma, Feng Li, Jun Ma, Yong Wang, Hui Ma, Yongbin Li:
Simulation Model and Data Acquisition Method for Wind Turbine Group. CIPAE 2023: 753-758 - [c52]Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Binhua Li, Yongbin Li:
Plan-then-Seam: Towards Efficient Table-to-Text Generation. EACL (Findings) 2023: 205-219 - [c51]Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Improving Question Generation with Multi-level Content Planning. EMNLP (Findings) 2023: 800-814 - [c50]Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Diversify Question Generation with Retrieval-Augmented Style Transfer. EMNLP 2023: 1677-1690 - [c49]Minghao Li, Yingxiu Zhao, Bowen Yu, Feifan Song, Hangyu Li, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li:
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs. EMNLP 2023: 3102-3116 - [c48]Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li:
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection. EMNLP (Findings) 2023: 5292-5305 - [c47]Yingxiu Zhao, Bowen Yu, Bowen Li, Haiyang Yu, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang:
Causal Document-Grounded Dialogue Pre-training. EMNLP 2023: 7160-7174 - [c46]Yuanxing Liu, Weinan Zhang, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che:
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. EMNLP (Findings) 2023: 9587-9605 - [c45]Yushan Qian, Bo Wang, Ting-En Lin, Yinhe Zheng, Ying Zhu, Dongming Zhao, Yuexian Hou, Yuchuan Wu, Yongbin Li:
Empathetic Response Generation via Emotion Cause Transition Graph. ICASSP 2023: 1-5 - [c44]Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen:
Coarse-To-Fine Knowledge Selection for Document Grounded Dialogs. ICASSP 2023: 1-5 - [c43]Yong Wang, Feng Li, Jun Ma, Tiandong Ma, Hui Ma, Yongbin Li:
Wind Farm Abnormal Data Cleaning Method Based on Quartiles. ICISCAE 2023: 512-517 - [c42]Zaijing Li, Ting-En Lin, Yuchuan Wu, Meng Liu, Fengxiao Tang, Ming Zhao, Yongbin Li:
UniSA: Unified Generative Framework for Sentiment Analysis. ACM Multimedia 2023: 6132-6142 - [c41]Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li:
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. NeurIPS 2023 - [c40]Shuzheng Si, Wentao Ma, Haoyu Gao, Yuchuan Wu, Ting-En Lin, Yinpei Dai, Hangyu Li, Rui Yan, Fei Huang, Yongbin Li:
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents. NeurIPS 2023 - [c39]Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li:
Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning. SIGIR 2023: 174-184 - [c38]Haoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Unsupervised Dialogue Topic Segmentation with Topic-aware Contrastive Learning. SIGIR 2023: 2481-2485 - [c37]Yuanxing Liu, Weinan Zhang, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che:
U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. SIGIR 2023: 2723-2732 - [i74]Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang:
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. CoRR abs/2301.01949 (2023) - [i73]Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li:
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. CoRR abs/2301.07507 (2023) - [i72]Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li:
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning. CoRR abs/2301.13808 (2023) - [i71]Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Binhua Li, Yongbin Li:
Plan-then-Seam: Towards Efficient Table-to-Text Generation. CoRR abs/2302.05138 (2023) - [i70]Yushan Qian, Bo Wang, Ting-En Lin, Yinhe Zheng, Ying Zhu, Dongming Zhao, Yuexian Hou, Yuchuan Wu, Yongbin Li:
Empathetic Response Generation via Emotion Cause Transition Graph. CoRR abs/2302.11787 (2023) - [i69]Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen:
Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs. CoRR abs/2302.11849 (2023) - [i68]Minghao Li, Feifan Song, Bowen Yu, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li:
API-Bank: A Benchmark for Tool-Augmented LLMs. CoRR abs/2304.08244 (2023) - [i67]Haoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation. CoRR abs/2305.02747 (2023) - [i66]Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li:
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. CoRR abs/2305.03111 (2023) - [i65]Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li:
A Survey on Out-of-Distribution Detection in NLP. CoRR abs/2305.03236 (2023) - [i64]Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li:
Out-of-Domain Intent Detection Considering Multi-turn Dialogue Contexts. CoRR abs/2305.03237 (2023) - [i63]Yuanxing Liu, Weinan Zhang, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che:
U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. CoRR abs/2305.04774 (2023) - [i62]Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li:
Domain Incremental Lifelong Learning in an Open World. CoRR abs/2305.06555 (2023) - [i61]Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li:
Long-Tailed Question Answering in an Open World. CoRR abs/2305.06557 (2023) - [i60]Yingxiu Zhao, Bowen Yu, Haiyang Yu, Bowen Li, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang:
Causal Document-Grounded Dialogue Pre-training. CoRR abs/2305.10927 (2023) - [i59]Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li:
Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment. CoRR abs/2305.11579 (2023) - [i58]Jiaxi Yang, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li:
Iterative Forward Tuning Boosts In-context Learning in Language Models. CoRR abs/2305.13016 (2023) - [i57]Shuzheng Si, Wentao Ma, Yuchuan Wu, Yinpei Dai, Haoyu Gao, Ting-En Lin, Hangyu Li, Rui Yan, Fei Huang, Yongbin Li:
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue in Multiple Domains. CoRR abs/2305.13040 (2023) - [i56]Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li:
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. CoRR abs/2305.14839 (2023) - [i55]Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang:
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. CoRR abs/2305.18212 (2023) - [i54]Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li:
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling. CoRR abs/2306.06872 (2023) - [i53]Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang:
Universal Information Extraction with Meta-Pretrained Self-Retrieval. CoRR abs/2306.10444 (2023) - [i52]Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li:
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality. CoRR abs/2306.11477 (2023) - [i51]Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li:
Unified Language Representation for Question Answering over Text, Tables, and Images. CoRR abs/2306.16762 (2023) - [i50]Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang:
Preference Ranking Optimization for Human Alignment. CoRR abs/2306.17492 (2023) - [i49]Xinghua Zhang, Bowen Yu, Haiyang Yu, Yangyu Lv, Tingwen Liu, Fei Huang, Hongbo Xu, Yongbin Li:
Wider and Deeper LLM Networks are Fairer LLM Evaluators. CoRR abs/2308.01862 (2023) - [i48]Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Fei Huang, Yongbin Li, Nevin L. Zhang:
A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. CoRR abs/2308.05696 (2023) - [i47]Zaijing Li, Ting-En Lin, Yuchuan Wu, Meng Liu, Fengxiao Tang, Ming Zhao, Yongbin Li:
UniSA: Unified Generative Framework for Sentiment Analysis. CoRR abs/2309.01339 (2023) - [i46]Yunshui Li, Binyuan Hui, Zhaochao Yin, Wanwei He, Run Luo, Yuxing Long, Min Yang, Fei Huang, Yongbin Li:
VDialogUE: A Unified Evaluation Benchmark for Visually-grounded Dialogue. CoRR abs/2309.07387 (2023) - [i45]Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li:
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. CoRR abs/2309.11065 (2023) - [i44]Haoyu Gao, Ting-En Lin, Hangyu Li, Min Yang, Yuchuan Wu, Wentao Ma, Yongbin Li:
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. CoRR abs/2309.12940 (2023) - [i43]Tianshu Yu, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Constructive Large Language Models Alignment with Diverse Feedback. CoRR abs/2310.06450 (2023) - [i42]Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li:
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection. CoRR abs/2310.08027 (2023) - [i41]Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Improving Question Generation with Multi-level Content Planning. CoRR abs/2310.13512 (2023) - [i40]Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Diversify Question Generation with Retrieval-Augmented Style Transfer. CoRR abs/2310.14503 (2023) - [i39]Yuanxing Liu, Wei-Nan Zhang, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che:
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. CoRR abs/2310.14626 (2023) - [i38]