Deyi Xiong

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 234

Top Venues

Publications

Bojian Jiang, Yi Jing, Tianhao Shen, Qing Yang, Deyi Xiong
DART: Deep Adversarial Automated Red Teaming for LLM Safety. CoRR (2024)
Menglong Cui, Jiangcun Du, Shaolin Zhu, Deyi Xiong
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning. CoRR (2024)
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)
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)
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 (2024)
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)
Yan Liu, Renren Jin, Lin Shi, Zheng Yao, Deyi Xiong
FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models. CoRR (2024)
Minghui Xu, Zishan Guo, Yulong Zeng, Deyi Xiong
Enhanced Transfer Learning with Efficient Modeling and Adaptive Fusion of Knowledge Via Prompt Tuning. ICASSP (2024)
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 (2024)
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 (2024)
Supryadi, Leiyu Pan, Deyi Xiong
An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation. CoRR (2024)
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 (2024)
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) (2024)
Zhengshan Xue, Tingxun Shi, Xiaolei Zhang, Deyi Xiong
Speaker voice normalization for end-to-end speech translation. Expert Syst. Appl. 248 (2024)
Supryadi, Leiyu Pan, Deyi Xiong
An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation. LREC/COLING (2024)
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)
Yuqi Ren, Renren Jin, Tongxuan Zhang, Deyi Xiong
Do Large Language Models Mirror Cognitive Language Processing? CoRR (2024)
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)
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)
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) (2024)
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 (2024)
Yongqi Leng, Deyi Xiong
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons. CoRR (2024)
Shaolin Zhu, Menglong Cui, Deyi Xiong
Towards Robust In-Context Learning for Machine Translation with Large Language Models. LREC/COLING (2024)
Hongfei Xu, Yang Song, Qiuhui Liu, Josef van Genabith, Deyi Xiong
Rewiring the Transformer with Depth-Wise LSTMs. LREC/COLING (2024)
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 (2024)
ShaoLin Zhu, Shangjie Li, Deyi Xiong
VisTFC: Vision-guided target-side future context learning for neural machine translation. Expert Syst. Appl. 249 (2024)
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 (2024)
Yufei Huang, Deyi Xiong
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models. LREC/COLING (2024)
Yufei Huang, Deyi Xiong
IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models. LREC/COLING (2024)
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 (2024)
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)
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 (2024)
Zishan Guo, Yufei Huang, Deyi Xiong
CToolEval: A Chinese Benchmark for LLM-Powered Agent Evaluation in Real-World API Interactions. ACL (Findings) (2024)
Linhao Yu, Qun Liu, Deyi Xiong
LFED: A Literary Fiction Evaluation Dataset for Large Language Models. LREC/COLING (2024)
Hao Wang, Zhengshan Xue, Yikun Lei, Deyi Xiong
End-to-End Speech Translation with Mutual Knowledge Distillation. ICASSP (2024)
Yu Fu, Deyi Xiong, Yue Dong
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy. AAAI (2024)
Linhao Yu, Qun Liu, Deyi Xiong
LFED: A Literary Fiction Evaluation Dataset for Large Language Models. CoRR (2024)
Chuang Liu, Renren Jin, Yuqi Ren, Deyi Xiong
LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models. CoRR (2024)
Weilong Dong, Xinwei Wu, Renren Jin, Shaoyang Xu, Deyi Xiong
ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantation. CoRR (2024)
Leiyu Pan, Yongqi Leng, Deyi Xiong
Can Large Language Models Learn Translation Robustness from Noisy-Source In-context Demonstrations? LREC/COLING (2024)
Ling Shi, Deyi Xiong
CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models. CoRR (2024)
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)
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)
Yufei Huang, Deyi Xiong
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models. CoRR (2023)
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)
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)
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 (2023)
Tianhao Shen, Sun Li, Deyi Xiong
RoleEval: A Bilingual Role Evaluation Benchmark for Large Language Models. CoRR (2023)
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 (2023)
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 (2023)
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 (2023)
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)
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 (2023)
Zhiyuan Zeng, Deyi Xiong
Unsupervised and Few-Shot Parsing from Pretrained Language Models (Extended Abstract). IJCAI (2023)
Yu Fu, Deyi Xiong, Yue Dong
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy. CoRR (2023)
Shaolin Zhu, Deyi Xiong
TJUNLP: System Description for the WMT23 Literary Task in Chinese to English Translation Direction. WMT (2023)
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 (2023)
Leiyu Pan, Supryadi, Deyi Xiong
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? EMNLP (Findings) (2023)
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)
Zhiyuan Zeng, Deyi Xiong
SCoMoE: Efficient Mixtures of Experts with Structured Communication. ICLR (2023)
Yu Fu, Deyi Xiong, Yue Dong
Inverse Reinforcement Learning for Text Summarization. EMNLP (Findings) (2023)
Hang Zhou, Xiaoxu Zheng, Yunhe Wang, Michael Bi Mi, Deyi Xiong, Kai Han
GhostRNN: Reducing State Redundancy in RNN with Cheap Operations. INTERSPEECH (2023)
Haoran Sun, Xiaohu Zhao, Yikun Lei, Shaolin Zhu, Deyi Xiong
Towards a Deep Understanding of Multilingual End-to-End Speech Translation. CoRR (2023)
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 (2023)
Shaoyang Xu, Junzhuo Li, Deyi Xiong
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? EMNLP (2023)
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 (2023)
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 (2023)
Shaoyang Xu, Junzhuo Li, Deyi Xiong
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? CoRR (2023)
Haoran Sun, Xiaohu Zhao, Yikun Lei, Shaolin Zhu, Deyi Xiong
Towards a Deep Understanding of Multilingual End-to-End Speech Translation. EMNLP (Findings) (2023)
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)
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)
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)
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)
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 (2023)
Yuqi Ren, Deyi Xiong
HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models. ACL (Findings) (2023)
Leiyu Pan, Supryadi, Deyi Xiong
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? CoRR (2023)
Chuang Liu, Junzhuo Li, Deyi Xiong
Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports. ACL (industry) (2023)
Junzhuo Li, Deyi Xiong
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base. ACL (1) (2022)
Yifei Luo, Minghui Xu, Deyi Xiong
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP. ACL (1) (2022)
Wenjie Hao, Hongfei Xu, Deyi Xiong, Hongying Zan, Lingling Mu
ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation. COLING (2022)
Yikun Lei, Yuqi Ren, Deyi Xiong
CoDoNMT: Modeling Cohesion Devices for Document-Level Neural Machine Translation. COLING (2022)
Yu Fu, Deyi Xiong, Yue Dong
Inverse Reinforcement Learning for Text Summarization. CoRR (2022)
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir R. Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh D. Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Stajner, Sébastien Montella, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin P. AMahidewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. CoRR (2022)
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) (2022)
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)
Qian Cao, Deyi Xiong, Qinlong Wang, Xia Peng
CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery. EMNLP (Industry Track) (2022)
Jiazuo Qiu, Deyi Xiong
Generating Questions for Abstractive Answers with a Multi-Channel Fusion Encoder-Decoder Model. IALP (2022)
Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation. CoRR (2022)
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)
Haoran Sun, Deyi Xiong
Language Branch Gated Multilingual Neural Machine Translation. COLING (2022)
Erguang Yang, Chenglin Bai, Deyi Xiong, Yujie Zhang, Yao Meng, Jinan Xu, Yufeng Chen
Learning Structural Information for Syntax-Controlled Paraphrase Generation. NAACL-HLT (Findings) (2022)
Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong
Efficient Cluster-Based $k$-Nearest-Neighbor Machine Translation. ACL (1) (2022)
Shuaibo Wang, Yufeng Chen, Songming Zhang, Deyi Xiong, Jinan Xu
Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets. AACL/IJCNLP (2) (2022)
Zhiyuan Zeng, Deyi Xiong
Unsupervised and few-shot parsing from pretrained language models. Artif. Intell. 305 (2022)
Renren Jin, Deyi Xiong
Informative Language Representation Learning for Massively Multilingual Neural Machine Translation. CoRR (2022)
Yuqi Ren, Deyi Xiong
Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network. AAAI (2022)
Weilong Dong, Xinwei Wu, Junzhuo Li, Shuangzhi Wu, Chao Bian, Deyi Xiong
FewFedWeight: Few-shot Federated Learning Framework across Multiple NLP Tasks. CoRR (2022)
Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yufeng Chen, Jinan Xu
Long Text Generation with Topic-aware Discrete Latent Variable Model. EMNLP (2022)
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) (2022)
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. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Deyi Xiong