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2020 – today
- 2025
[c177]Yongqi Leng, Deyi Xiong:
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons. COLING 2025: 2969-2987- [c176]Yuqi Ren, Renren Jin, Tongxuan Zhang, Deyi Xiong:
Do Large Language Models Mirror Cognitive Language Processing? COLING 2025: 2988-3001 - [c175]Bojian Jiang, Yi Jing, Tong Wu, Tianhao Shen, Deyi Xiong, Qing Yang:
Automated Progressive Red Teaming. COLING 2025: 3850-3864 - [c174]Weilong Dong, Xinwei Wu, Renren Jin, Shaoyang Xu, Deyi Xiong:
CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation. COLING 2025: 4130-4148 - [c173]Chuang Liu, Renren Jin, Zheng Yao, Tianyi Li, Liang Cheng, Mark Steedman, Deyi Xiong:
Empirical Study on Data Attributes Insufficiency of Evaluation Benchmarks for LLMs. COLING 2025: 6024-6038 - 2024
- [j34]Xiaohu Zhao
, Haoran Sun, Yikun Lei, Deyi Xiong:
Regularizing cross-attention learning for end-to-end speech translation with ASR and MT attention matrices. Expert Syst. Appl. 247: 123241 (2024) - [j33]Zhengshan Xue, Tingxun Shi, Xiaolei Zhang, Deyi Xiong:
Speaker voice normalization for end-to-end speech translation. Expert Syst. Appl. 248: 123317 (2024) - [j32]ShaoLin Zhu, Shangjie Li, Deyi Xiong:
VisTFC: Vision-guided target-side future context learning for neural machine translation. Expert Syst. Appl. 249: 123411 (2024) - [j31]ShaoLin Zhu, Leiyu Pan, Deyi Xiong:
FEDS-ICL: Enhancing translation ability and efficiency of large language model by optimizing demonstration selection. Inf. Process. Manag. 61(5): 103825 (2024) - [j30]Shaolin Zhu, Shiwei Gu, Shangjie Li, Lin Xu, Deyi Xiong:
Mining parallel sentences from internet with multi-view knowledge distillation for low-resource language pairs. Knowl. Inf. Syst. 66(1): 187-209 (2024) - [j29]Chaobin You, Deyi Xiong:
TCLNet: Turn-level contrastive learning network with reranking for dialogue state tracking. Knowl. Based Syst. 302: 112308 (2024) - [c172]Yu Fu, Deyi Xiong, Yue Dong:
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy. AAAI 2024: 18003-18011 - [c171]Dan Shi, Chaobin You, Jiantao Huang, Taihao Li, Deyi Xiong:
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models. AAAI 2024: 18952-18960 - [c170]Xinwei Wu, Weilong Dong, Shaoyang Xu, Deyi Xiong:
Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching. ACL (Findings) 2024: 5319-5332 - [c169]Menglong Cui, Jiangcun Du, Shaolin Zhu, Deyi Xiong:
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning. ACL (Findings) 2024: 10885-10897 - [c168]Linhao Yu, Yongqi Leng, Yufei Huang, Shang Wu, Haixin Liu, Xinmeng Ji, Jiahui Zhao, Jinwang Song, Tingting Cui, Xiaoqing Cheng, Liutao Liutao, Deyi Xiong:
CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models. ACL (Findings) 2024: 11817-11837 - [c167]Shaolin Zhu, Leiyu Pan, Bo Li, Deyi Xiong:
LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation. ACL (1) 2024: 12135-12148 - [c166]Renren Jin, Jiangcun Du, Wuwei Huang, Wei Liu, Jian Luan, Bin Wang, Deyi Xiong:
A Comprehensive Evaluation of Quantization Strategies for Large Language Models. ACL (Findings) 2024: 12186-12215 - [c165]Zishan Guo, Yufei Huang, Deyi Xiong:
CToolEval: A Chinese Benchmark for LLM-Powered Agent Evaluation in Real-World API Interactions. ACL (Findings) 2024: 15711-15724 - [c164]Supryadi, Leiyu Pan, Deyi Xiong:
An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation. LREC/COLING 2024: 1086-1097 - [c163]Leiyu Pan, Yongqi Leng, Deyi Xiong:
Can Large Language Models Learn Translation Robustness from Noisy-Source In-context Demonstrations? LREC/COLING 2024: 2798-2808 - [c162]Yufei Huang, Deyi Xiong:
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models. LREC/COLING 2024: 2917-2929 - [c161]Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong:
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. LREC/COLING 2024: 4476-4487 - [c160]Yufei Huang, Deyi Xiong:
IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models. LREC/COLING 2024: 9405-9421 - [c159]Linhao Yu, Qun Liu, Deyi Xiong:
LFED: A Literary Fiction Evaluation Dataset for Large Language Models. LREC/COLING 2024: 10466-10475 - [c158]Chuang Liu, Renren Jin, Yuqi Ren, Deyi Xiong:
LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models. LREC/COLING 2024: 10476-10487 - [c157]Hongfei Xu, Yang Song, Qiuhui Liu, Josef van Genabith, Deyi Xiong:
Rewiring the Transformer with Depth-Wise LSTMs. LREC/COLING 2024: 14122-14133 - [c156]Shaolin Zhu, Menglong Cui, Deyi Xiong:
Towards Robust In-Context Learning for Machine Translation with Large Language Models. LREC/COLING 2024: 16619-16629 - [c155]Yan Liu, Longyue Wang, Zhaopeng Tu, Deyi Xiong:
Reassessing Non-Autoregressive Neural Machine Translation with a Fine-Grained Error Taxonomy. ECAI 2024: 3836-3843 - [c154]Haoran Sun, Renren Jin, Shaoyang Xu, Leiyu Pan, Supryadi, Menglong Cui, Jiangcun Du, Yikun Lei, Lei Yang, Ling Shi, Juesi Xiao, Shaolin Zhu, Deyi Xiong:
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data. EMNLP (Industry Track) 2024: 1499-1522 - [c153]Shaoyang Xu, Weilong Dong, Zishan Guo, Xinwei Wu, Deyi Xiong:
Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? EMNLP (Findings) 2024: 1771-1793 - [c152]Minghui Xu, Zishan Guo, Yulong Zeng, Deyi Xiong:
Enhanced Transfer Learning with Efficient Modeling and Adaptive Fusion of Knowledge Via Prompt Tuning. ICASSP 2024: 10681-10685 - [c151]Hao Wang, Zhengshan Xue, Yikun Lei, Deyi Xiong:
End-to-End Speech Translation with Mutual Knowledge Distillation. ICASSP 2024: 11306-11310 - [c150]Dan Shi, Renren Jin, Tianhao Shen, Weilong Dong, Xinwei Wu, Deyi Xiong:
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons. NeurIPS 2024 - [c149]Hang Zhou, Yehui Tang, Haochen Qin, Yujie Yang, Renren Jin, Deyi Xiong, Kai Han, Yunhe Wang:
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning. NeurIPS 2024 - [i91]Renren Jin, Jiangcun Du, Wuwei Huang, Wei Liu, Jian Luan, Bin Wang, Deyi Xiong:
A Comprehensive Evaluation of Quantization Strategies for Large Language Models. CoRR abs/2402.16775 (2024) - [i90]Yuqi Ren, Renren Jin, Tongxuan Zhang, Deyi Xiong:
Do Large Language Models Mirror Cognitive Language Processing? CoRR abs/2402.18023 (2024) - [i89]Shaoyang Xu, Weilong Dong, Zishan Guo, Xinwei Wu, Deyi Xiong:
Exploring Multilingual Human Value Concepts in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? CoRR abs/2402.18120 (2024) - [i88]Yan Liu, Renren Jin, Lin Shi, Zheng Yao, Deyi Xiong:
FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models. CoRR abs/2403.07747 (2024) - [i87]Chuang Liu, Linhao Yu, Jiaxuan Li, Renren Jin, Yufei Huang, Ling Shi, Junhui Zhang, Xinmeng Ji, Tingting Cui, Tao Liu, Jinwang Song, Hongying Zan, Sun Li, Deyi Xiong:
OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety. CoRR abs/2403.12316 (2024) - [i86]Chuang Liu, Renren Jin, Yuqi Ren, Deyi Xiong:
LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models. CoRR abs/2403.12601 (2024) - [i85]Supryadi, Leiyu Pan, Deyi Xiong:
An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation. CoRR abs/2405.07673 (2024) - [i84]Linhao Yu, Qun Liu, Deyi Xiong:
LFED: A Literary Fiction Evaluation Dataset for Large Language Models. CoRR abs/2405.10166 (2024) - [i83]Weilong Dong, Xinwei Wu, Renren Jin, Shaoyang Xu, Deyi Xiong:
ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantation. CoRR abs/2405.13578 (2024) - [i82]Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang, Zhongyuan Wang, Bin Chen, Chengru Song, Di Zhang, Kun Gai, Deyi Xiong:
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs. CoRR abs/2405.15208 (2024) - [i81]Andrew H. Lee, Sina J. Semnani, Galo Castillo-López, Gaël de Chalendar, Monojit Choudhury, Ashna Dua, Kapil Rajesh Kavitha, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Alexis Lombard, Mehrad Moradshahi, Gihyun Park, Nasredine Semmar, Jiwon Seo, Tianhao Shen, Manish Shrivastava, Deyi Xiong, Monica S. Lam:
Benchmark Underestimates the Readiness of Multi-lingual Dialogue Agents. CoRR abs/2405.17840 (2024) - [i80]Ling Shi, Deyi Xiong:
CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models. CoRR abs/2406.04752 (2024) - [i79]Menglong Cui, Jiangcun Du, Shaolin Zhu, Deyi Xiong:
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning. CoRR abs/2406.07081 (2024) - [i78]Dan Shi, Renren Jin, Tianhao Shen, Weilong Dong, Xinwei Wu, Deyi Xiong:
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons. CoRR abs/2406.18406 (2024) - [i77]Tianhao Li, Shangjie Li, Binbin Xie, Deyi Xiong, Baosong Yang:
MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting. CoRR abs/2407.00875 (2024) - [i76]Bojian Jiang, Yi Jing, Tianhao Shen, Qing Yang, Deyi Xiong:
DART: Deep Adversarial Automated Red Teaming for LLM Safety. CoRR abs/2407.03876 (2024) - [i75]Zhigen Li, Jianxiang Peng, Yanmeng Wang, Tianhao Shen, Minghui Zhang, Linxi Su, Shang Wu, Yihang Wu, Yuqian Wang, Ye Wang, Wei Hu, Jianfeng Li, Shaojun Wang, Jing Xiao, Deyi Xiong:
Planning with Large Language Models for Conversational Agents. CoRR abs/2407.03884 (2024) - [i74]Yongqi Leng, Deyi Xiong:
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons. CoRR abs/2407.06488 (2024) - [i73]Haoran Sun, Renren Jin, Shaoyang Xu, Leiyu Pan, Supryadi, Menglong Cui, Jiangcun Du, Yikun Lei, Lei Yang, Ling Shi, Juesi Xiao, Shaolin Zhu, Deyi Xiong:
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data. CoRR abs/2408.06273 (2024) - [i72]Linhao Yu, Yongqi Leng, Yufei Huang, Shang Wu, Haixin Liu, Xinmeng Ji, Jiahui Zhao, Jinwang Song, Tingting Cui, Xiaoqing Cheng, Tao Liu, Deyi Xiong:
CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models. CoRR abs/2408.09819 (2024) - [i71]Yu Fu, Jie He, Yifan Yang, Qun Liu, Deyi Xiong:
Meta-RTL: Reinforcement-Based Meta-Transfer Learning for Low-Resource Commonsense Reasoning. CoRR abs/2409.19075 (2024) - [i70]Shaolin Zhu, Leiyu Pan, Bo Li, Deyi Xiong:
LANDeRMT: Detecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation. CoRR abs/2409.19523 (2024) - [i69]Shaoyang Xu, Yongqi Leng, Linhao Yu, Deyi Xiong:
Self-Pluralising Culture Alignment for Large Language Models. CoRR abs/2410.12971 (2024) - [i68]Shaolin Zhu, Supryadi, Shaoyang Xu, Haoran Sun, Leiyu Pan, Menglong Cui, Jiangcun Du, Renren Jin, António Branco, Deyi Xiong:
Multilingual Large Language Models: A Systematic Survey. CoRR abs/2411.11072 (2024) - [i67]Hang Zhou, Xiaoxu Zheng, Yunhe Wang, Michael Bi Mi, Deyi Xiong, Kai Han:
GhostRNN: Reducing State Redundancy in RNN with Cheap Operations. CoRR abs/2411.14489 (2024) - [i66]Hang Zhou, Yehui Tang, Haochen Qin, Yujie Yang, Renren Jin, Deyi Xiong, Kai Han, Yunhe Wang:
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning. CoRR abs/2411.14497 (2024) - [i65]Dan Shi, Tianhao Shen, Yufei Huang, Zhigen Li, Yongqi Leng, Renren Jin, Chuang Liu, Xinwei Wu, Zishan Guo, Linhao Yu, Ling Shi, Bojian Jiang, Deyi Xiong:
Large Language Model Safety: A Holistic Survey. CoRR abs/2412.17686 (2024) - [i64]Lei Yang, Shaoyang Xu, Deyi Xiong:
DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search. CoRR abs/2412.18811 (2024) - 2023
- [j28]Hongyang Chang, Hongfei Xu, Josef van Genabith, Deyi Xiong, Hongying Zan:
JoinER-BART: Joint Entity and Relation Extraction With Constrained Decoding, Representation Reuse and Fusion. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3603-3616 (2023) - [j27]Zhengshan Xue, Xiaolei Zhang, Tingxun Shi, Deyi Xiong:
DetTrans: A Lightweight Framework to Detect and Translate Noisy Inputs Simultaneously. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3696-3705 (2023) - [c148]Chuang Liu, Junzhuo Li, Deyi Xiong:
Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports. ACL (industry) 2023: 196-207 - [c147]Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gaël de Chalendar, Anmol Goel, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Nasredine Semmar, Sina J. Semnani, Jiwon Seo, Vivek Seshadri, Manish Shrivastava, Michael Sun, Aditya Yadavalli, Chaobin You, Deyi Xiong, Monica S. Lam:
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents. ACL (Findings) 2023: 2773-2794 - [c146]Yikun Lei, Zhengshan Xue, Xiaohu Zhao, Haoran Sun, Shaolin Zhu, Xiaodong Lin, Deyi Xiong:
CKDST: Comprehensively and Effectively Distill Knowledge from Machine Translation to End-to-End Speech Translation. ACL (Findings) 2023: 3123-3137 - [c145]Yuqi Ren, Deyi Xiong:
HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models. ACL (Findings) 2023: 12350-12365 - [c144]Shaolin Zhu, Shangjie Li, Yikun Lei, Deyi Xiong:
PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image Translation. ACL (1) 2023: 13433-13447 - [c143]Xinwei Wu, Junzhuo Li, Minghui Xu, Weilong Dong, Shuangzhi Wu, Chao Bian, Deyi Xiong:
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models. EMNLP 2023: 2875-2886 - [c142]Shaoyang Xu, Junzhuo Li, Deyi Xiong:
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? EMNLP 2023: 3692-3702 - [c141]Zishan Guo, Linhao Yu, Minghui Xu, Renren Jin, Deyi Xiong:
CS2W: A Chinese Spoken-to-Written Style Conversion Dataset with Multiple Conversion Types. EMNLP 2023: 3962-3979 - [c140]Shangjie Li, Xiangpeng Wei, Shaolin Zhu, Jun Xie, Baosong Yang, Deyi Xiong:
MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks. EMNLP 2023: 4978-4990 - [c139]Xiaohu Zhao, Haoran Sun, Yikun Lei, Shaolin Zhu, Deyi Xiong:
CCSRD: Content-Centric Speech Representation Disentanglement Learning for End-to-End Speech Translation. EMNLP (Findings) 2023: 5920-5932 - [c138]Yu Fu, Deyi Xiong, Yue Dong:
Inverse Reinforcement Learning for Text Summarization. EMNLP (Findings) 2023: 6559-6570 - [c137]Leiyu Pan, Supryadi, Deyi Xiong:
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? EMNLP (Findings) 2023: 14114-14125 - [c136]Haoran Sun, Xiaohu Zhao, Yikun Lei, Shaolin Zhu, Deyi Xiong:
Towards a Deep Understanding of Multilingual End-to-End Speech Translation. EMNLP (Findings) 2023: 14332-14348 - [c135]Wuwei Huang, Renren Jin, Wen Zhang, Jian Luan, Bin Wang, Deyi Xiong:
Joint Training and Decoding for Multilingual End-to-End Simultaneous Speech Translation. ICASSP 2023: 1-5 - [c134]Zhiyuan Zeng, Deyi Xiong:
SCoMoE: Efficient Mixtures of Experts with Structured Communication. ICLR 2023 - [c133]Zhiyuan Zeng, Deyi Xiong:
Unsupervised and Few-Shot Parsing from Pretrained Language Models (Extended Abstract). IJCAI 2023: 6995-7000 - [c132]Hang Zhou, Xiaoxu Zheng, Yunhe Wang, Michael Bi Mi, Deyi Xiong, Kai Han:
GhostRNN: Reducing State Redundancy in RNN with Cheap Operations. INTERSPEECH 2023: 226-230 - [c131]Tengxun Zhang, Hongfei Xu, Josef van Genabith, Deyi Xiong, Hongying Zan:
NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering. NLPCC (1) 2023: 591-603 - [c130]Shaolin Zhu, Deyi Xiong:
TJUNLP: System Description for the WMT23 Literary Task in Chinese to English Translation Direction. WMT 2023: 307-311 - [i63]Chuang Liu, Renren Jin, Yuqi Ren, Linhao Yu, Tianyu Dong, Xiaohan Peng, Shuting Zhang, Jianxiang Peng, Peiyi Zhang, Qingqing Lyu, Xiaowen Su, Qun Liu, Deyi Xiong:
M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models. CoRR abs/2305.10263 (2023) - [i62]Yufei Huang, Deyi Xiong:
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models. CoRR abs/2306.16244 (2023) - [i61]Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gaël de Chalendar, Anmol Goel, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Nasredine Semmar, Sina J. Semnani, Jiwon Seo, Vivek Seshadri, Manish Shrivastava, Michael Sun, Aditya Yadavalli, Chaobin You, Deyi Xiong, Monica S. Lam:
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents. CoRR abs/2306.17674 (2023) - [i60]Yu Fu, Deyi Xiong, Yue Dong:
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy. CoRR abs/2307.13808 (2023) - [i59]Tianhao Shen, Renren Jin, Yufei Huang, Chuang Liu, Weilong Dong, Zishan Guo, Xinwei Wu, Yan Liu, Deyi Xiong:
Large Language Model Alignment: A Survey. CoRR abs/2309.15025 (2023) - [i58]Zishan Guo, Renren Jin, Chuang Liu, Yufei Huang, Dan Shi, Supryadi, Linhao Yu, Yan Liu, Jiaxuan Li, Bojian Xiong, Deyi Xiong:
Evaluating Large Language Models: A Comprehensive Survey. CoRR abs/2310.19736 (2023) - [i57]Xinwei Wu, Junzhuo Li, Minghui Xu, Weilong Dong, Shuangzhi Wu, Chao Bian, Deyi Xiong:
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models. CoRR abs/2310.20138 (2023) - [i56]Leiyu Pan, Supryadi, Deyi Xiong:
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? CoRR abs/2310.20162 (2023) - [i55]Haoran Sun, Xiaohu Zhao, Yikun Lei, Shaolin Zhu, Deyi Xiong:
Towards a Deep Understanding of Multilingual End-to-End Speech Translation. CoRR abs/2310.20456 (2023) - [i54]Shaoyang Xu, Junzhuo Li, Deyi Xiong:
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? CoRR abs/2311.03788 (2023) - [i53]Yimin Jing, Renren Jin, Jiahao Hu, Huishi Qiu, Xiaohua Wang, Peng Wang, Deyi Xiong:
FollowEval: A Multi-Dimensional Benchmark for Assessing the Instruction-Following Capability of Large Language Models. CoRR abs/2311.09829 (2023) - [i52]Xiaohua Xing, Yuqi Ren, Die Zou, Qiankun Zhang, Bingxuan Mao, Jianquan Yao, Deyi Xiong, Shuang Zhang, Liang Wu:
AI-driven emergence of frequency information non-uniform distribution via THz metasurface spectrum prediction. CoRR abs/2312.03017 (2023) - [i51]Dan Shi, Chaobin You, Jiantao Huang, Taihao Li, Deyi Xiong:
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models. CoRR abs/2312.12853 (2023) - [i50]Tianhao Shen, Sun Li, Deyi Xiong:
RoleEval: A Bilingual Role Evaluation Benchmark for Large Language Models. CoRR abs/2312.16132 (2023) - 2022
- [j26]Zhiyuan Zeng, Deyi Xiong:
Unsupervised and few-shot parsing from pretrained language models. Artif. Intell. 305: 103665 (2022) - [j25]Xianlun Tang, Yang Luo, Deyi Xiong, Jingming Yang, Rui Li, Deguang Peng:
Short text matching model with multiway semantic interaction based on multi-granularity semantic embedding. Appl. Intell. 52(13): 15632-15642 (2022) - [j24]Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yao Meng, Jinan Xu, Yufeng Chen:
Improving generation diversity via syntax-controlled paraphrasing. Neurocomputing 485: 103-113 (2022) - [j23]Biao Zhang, Deyi Xiong, Yubin Ge, Junfeng Yao, Hao Yue, Jinsong Su:
AAN+: Generalized Average Attention Network for Accelerating Neural Transformer. J. Artif. Intell. Res. 75: 677-708 (2022) - [j22]Xianlun Tang, Jingming Yang, Deyi Xiong, Yang Luo, Huimin Wang, Deguang Peng:
Knowledge-enhanced graph convolutional network for recommendation. Multim. Tools Appl. 81(20): 28899-28916 (2022) - [j21]Xianlun Tang, Qiao Yang, Deyi Xiong, Ying Xie, Huiming Wang, Rui Li:
Improving Multiscale Object Detection With Off-Centered Semantics Refinement. IEEE Trans. Circuits Syst. Video Technol. 32(10): 6888-6899 (2022) - [c129]Yuqi Ren, Deyi Xiong:
Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network. AAAI 2022: 49-58 - [c128]Junzhuo Li, Deyi Xiong:
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base. ACL (1) 2022: 461-473 - [c127]Yifei Luo, Minghui Xu, Deyi Xiong:
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP. ACL (1) 2022: 904-920 - [c126]Linjuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen, Zhiqiang Zhuang, Zhiyong Feng:
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension. ACL (1) 2022: 991-1000 - [c125]Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong:
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation. ACL (1) 2022: 2175-2187 - [c124]Wenjie Hao, Hongfei Xu, Deyi Xiong, Hongying Zan, Lingling Mu:
ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation. COLING 2022: 3885-3897 - [c123]Haoran Sun, Deyi Xiong:
Language Branch Gated Multilingual Neural Machine Translation. COLING 2022: 5046-5053 - [c122]Renren Jin, Deyi Xiong:
Informative Language Representation Learning for Massively Multilingual Neural Machine Translation. COLING 2022: 5158-5174 - [c121]Yikun Lei, Yuqi Ren, Deyi Xiong:
CoDoNMT: Modeling Cohesion Devices for Document-Level Neural Machine Translation. COLING 2022: 5205-5216 - [c120]Qian Cao, Deyi Xiong, Qinlong Wang, Xia Peng:
CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery. EMNLP (Industry Track) 2022: 226-236 - [c119]Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yufeng Chen, Jinan Xu:
Long Text Generation with Topic-aware Discrete Latent Variable Model. EMNLP 2022: 8100-8107 - [c118]Tianhao Shen, Mingtong Liu, Ming Zhou, Deyi Xiong:
Recovering Gold from Black Sand: Multilingual Dense Passage Retrieval with Hard and False Negative Samples. EMNLP 2022: 10659-10670 - [c117]Jiazuo Qiu, Deyi Xiong:
Generating Questions for Abstractive Answers with a Multi-Channel Fusion Encoder-Decoder Model. IALP 2022: 292-299 - [c116]Haoran Sun, Yikun Lei, Deyi Xiong:
Multilingual Neural Machine Transliteration with Adaptive Segmentation Schemes. IALP 2022: 494-499 - [c115]Shuaibo Wang, Yufeng Chen, Songming Zhang, Deyi Xiong, Jinan Xu:
Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets. AACL/IJCNLP (2) 2022: 221-227 - [c114]