← Authors

Deyi Xiong

176 papers · 2005–2026 · 11 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) πŸƒ Academic Marathon (20) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (11) 🏠 Conference Loyalist (48) 🌟 Keyword Trendsetter Combo (5) 🀝 Dynamic Duo (25) 🌱 Topic Pioneer πŸ‘₯ Mega-Team (77) πŸ”¬ Deep Specialist (47) 🧬 Topic Evolution πŸ† Keyword Champion (6) πŸ—ƒοΈ Keyword Collector (557) ⚑ Prolific Year (23) ❓ The Questioner (6) πŸ’Ž Century Club (175) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (18)

Conferences

ACL (51) EMNLP (48) COLING (35) IJCNLP (17) AAAI (6) NAACL (6) IJCAI (5) NIPS (3) AACL (2) INTERSPEECH (2) ICLR (1)

Top co-authors

Min Zhang (25) Jinsong Su (17) Qun Liu (16) Renren Jin (14) Hongfei Xu (12) Shaolin Zhu (12) Qiuhui Liu (11) Josef van Genabith (11) Biao Zhang (9) Xinwei Wu (9)

Research topics

Privacy (2) Learning Paradigms (1) Synthesis (1) Learning Paradigms (1)

Keywords

neural machine translation (34) large language model (31) machine translation (13) attention mechanism (10) representation learning (8) pretrained language model (7) text generation (7) multi-task learning (7) benchmark evaluation (6) benchmark dataset (6) multilingual neural machine translation (6) instruction tuning (5) document-level translation (5) cross-lingual transfer (5) domain adaptation (5) adversarial training (5) language model (5) task-oriented dialogue (4) zero-shot learning (4) multilingual translation (4)

Papers

Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs AAAI 2026
MLAS-LoRA: Language-Aware Parameters Detection and LoRA-Based Knowledge Transfer for Multilingual Machine Translation ACL 2025
CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models ACL 2025
Praetor: A Fine-Grained Generative LLM Evaluator with Instance-Level Customizable Evaluation Criteria ACL 2025
Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ACL 2025
Evaluating and Improving Graph to Text Generation with Large Language Models NAACL 2025
BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step COLING 2025
Empirical Study on Data Attributes Insufficiency of Evaluation Benchmarks for LLMs COLING 2025
CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation COLING 2025
Automated Progressive Red Teaming COLING 2025
Do Large Language Models Mirror Cognitive Language Processing? COLING 2025
ReproHum #0067-01: A Reproduction of the Evaluation of Cross-Lingual Summarization ACL 2025
HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth EMNLP 2025
Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair EMNLP 2025
DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025
Towards a Unified Paradigm of Concept Editing in Large Language Models EMNLP 2025
DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search EMNLP 2025
Towards Optimal Evaluation Efficiency for Large Language Models EMNLP 2025
DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events? EMNLP 2025
Self-Pluralising Culture Alignment for Large Language Models NAACL 2025
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons COLING 2025
CΒ²RBench: A Chinese Complex Reasoning Benchmark for Large Language Models ACL 2025
ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents ACL 2025
Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math ACL 2025
Towards Robust In-Context Learning for Machine Translation with Large Language Models COLING 2024
LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models COLING 2024
LFED: A Literary Fiction Evaluation Dataset for Large Language Models COLING 2024
IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models COLING 2024
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs COLING 2024
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models COLING 2024
Can Large Language Models Learn Translation Robustness from Noisy-Source In-context Demonstrations? COLING 2024
An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation COLING 2024
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons NIPS 2024
Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? EMNLP 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data EMNLP 2024
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning NIPS 2024
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy AAAI 2024
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models AAAI 2024
LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation ACL 2024
OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety ACL 2024
Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching ACL 2024
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024
CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models ACL 2024
A Comprehensive Evaluation of Quantization Strategies for Large Language Models ACL 2024
CToolEval: A Chinese Benchmark for LLM-Powered Agent Evaluation in Real-World API Interactions ACL 2024
Evaluating Chinese Large Language Models on Discipline Knowledge Acquisition via Memorization and Robustness Assessment ACL 2024
Rewiring the Transformer with Depth-Wise LSTMs COLING 2024
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? EMNLP 2023
Towards a Deep Understanding of Multilingual End-to-End Speech Translation EMNLP 2023
TJUNLP:System Description for the WMT23 Literary Task in Chinese to English Translation Direction EMNLP 2023
SCoMoE: Efficient Mixtures of Experts with Structured Communication ICLR 2023
Unsupervised and Few-Shot Parsing from Pretrained Language Models (Extended Abstract) IJCAI 2023
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? EMNLP 2023
GhostRNN: Reducing State Redundancy in RNN with Cheap Operations INTERSPEECH 2023
CS2W: A Chinese Spoken-to-Written Style Conversion Dataset with Multiple Conversion Types EMNLP 2023
MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks EMNLP 2023
PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image Translation ACL 2023
Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports ACL 2023
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents ACL 2023
CKDST: Comprehensively and Effectively Distill Knowledge from Machine Translation to End-to-End Speech Translation ACL 2023
HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023
CCSRD: Content-Centric Speech Representation Disentanglement Learning for End-to-End Speech Translation EMNLP 2023
Inverse Reinforcement Learning for Text Summarization EMNLP 2023
TGEA 2.0: A Large-Scale Diagnostically Annotated Dataset with Benchmark Tasks for Text Generation of Pretrained Language Models NIPS 2022
Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network AAAI 2022
Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets AACL 2022
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base ACL 2022
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ACL 2022
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation ACL 2022
Adaptive Differential Privacy for Language Model Training ACL 2022
ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation COLING 2022
Language Branch Gated Multilingual Neural Machine Translation COLING 2022
Informative Language Representation Learning for Massively Multilingual Neural Machine Translation COLING 2022
CoDoNMT: Modeling Cohesion Devices for Document-Level Neural Machine Translation COLING 2022
Evaluating Discourse Cohesion in Pre-trained Language Models COLING 2022
Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022
Recovering Gold from Black Sand: Multilingual Dense Passage Retrieval with Hard and False Negative Samples EMNLP 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022
CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery EMNLP 2022
Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets IJCNLP 2022
Learning Structural Information for Syntax-Controlled Paraphrase Generation NAACL 2022
Integrating Pre-trained Model into Rule-based Dialogue Management AAAI 2021
Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers NAACL 2021
Secoco: Self-Correcting Encoding for Neural Machine Translation EMNLP 2021
Learning Hard Retrieval Decoder Attention for Transformers EMNLP 2021
Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context EMNLP 2021
Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021
Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data EMNLP 2021
AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation IJCNLP 2021
An Empirical Study on Adversarial Attack on NMT: Languages and Positions Matter IJCNLP 2021
Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability ACL 2021
AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation ACL 2021
An Empirical Study on Adversarial Attack on NMT: Languages and Positions Matter ACL 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation ACL 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation IJCNLP 2021
TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models IJCNLP 2021
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals IJCNLP 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation IJCNLP 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation ACL 2021
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals ACL 2021
TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models ACL 2021
Efficient Object-Level Visual Context Modeling for Multimodal Machine Translation: Masking Irrelevant Objects Helps Grounding AAAI 2021
Autocorrect in the Process of Translation β€” Multi-task Learning Improves Dialogue Machine Translation NAACL 2021
Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability IJCNLP 2021
Domain-Aware Self-Attention for Multi-Domain Neural Machine Translation INTERSPEECH 2021
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer COLING 2020
Learning Source Phrase Representations for Neural Machine Translation ACL 2020
Balanced Joint Adversarial Training for Robust Intent Detection and Slot Filling COLING 2020
Efficient Context-Aware Neural Machine Translation with Layer-Wise Weighting and Input-Aware Gating IJCAI 2020
A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning COLING 2020
Lipschitz Constrained Parameter Initialization for Deep Transformers ACL 2020
Exploring Bilingual Parallel Corpora for Syntactically Controllable Paraphrase Generation IJCAI 2020
RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling EMNLP 2020
TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks EMNLP 2020
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation EMNLP 2020
A Test Suite for Evaluating Discourse Phenomena in Document-level Neural Machine Translation AACL 2020
Modeling Long Context for Task-Oriented Dialogue State Generation ACL 2020
Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change ACL 2020
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels EMNLP 2019
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation EMNLP 2019
Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019
Towards Linear Time Neural Machine Translation with Capsule Networks IJCNLP 2019
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation IJCNLP 2019
Generating Highly Relevant Questions IJCNLP 2019
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels IJCNLP 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue IJCNLP 2019
Proceedings of the Fourth Workshop on Discourse in Machine Translation (DiscoMT 2019) EMNLP 2019
Generating Highly Relevant Questions EMNLP 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue EMNLP 2019
Fusing Recency into Neural Machine Translation with an Inter-Sentence Gate Model COLING 2018
Encoding Gated Translation Memory into Neural Machine Translation EMNLP 2018
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018
Accelerating Neural Transformer via an Average Attention Network ACL 2018
Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings ACL 2018
Sentence Weighting for Neural Machine Translation Domain Adaptation COLING 2018
Neural Machine Translation with Decoding History Enhanced Attention COLING 2018
Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches COLING 2018
Translating Phrases in Neural Machine Translation EMNLP 2017
Modeling Source Syntax for Neural Machine Translation ACL 2017
Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling COLING 2016
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences COLING 2016
Improving Statistical Machine Translation with Selectional Preferences COLING 2016
Learning Event Expressions via Bilingual Structure Projection COLING 2016
Variational Neural Machine Translation EMNLP 2016
Improving Translation Selection with Supersenses COLING 2016
Variational Neural Discourse Relation Recognizer EMNLP 2016
A Context-Aware Topic Model for Statistical Machine Translation ACL 2015
Graph-Based Collective Lexical Selection for Statistical Machine Translation EMNLP 2015
Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation EMNLP 2015
Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation EMNLP 2015
Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition EMNLP 2015
A Context-Aware Topic Model for Statistical Machine Translation IJCNLP 2015
Discriminative Reordering Model Adaptation via Structural Learning IJCAI 2015
A Sense-Based Translation Model for Statistical Machine Translation ACL 2014
Modeling Term Translation for Document-informed Machine Translation EMNLP 2014
Semantics, Discourse and Statistical Machine Translation ACL 2014
Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation EMNLP 2013
Max-Margin Synchronous Grammar Induction for Machine Translation EMNLP 2013
Modeling Lexical Cohesion for Document-Level Machine Translation IJCAI 2013
Bilingual Lexical Cohesion Trigger Model for Document-Level Machine Translation ACL 2013
A Topic Similarity Model for Hierarchical Phrase-based Translation ACL 2012
Modeling the Translation of Predicate-Argument Structure for SMT ACL 2012
Unsupervised Discriminative Induction of Synchronous Grammar for Machine Translation COLING 2012
Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers ACL 2011
Learning Translation Boundaries for Phrase-Based Decoding NAACL 2010
Error Detection for Statistical Machine Translation Using Linguistic Features ACL 2010
A Syntax-Driven Bracketing Model for Phrase-Based Translation IJCNLP 2009
A Syntax-Driven Bracketing Model for Phrase-Based Translation ACL 2009
Refinements in BTG-based Statistical Machine Translation IJCNLP 2008
A Linguistically Annotated Reordering Model for BTG-based Statistical Machine Translation ACL 2008
Linguistically Annotated BTG for Statistical Machine Translation COLING 2008
Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation ACL 2006
Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation COLING 2006
Parsing the Penn Chinese Treebank with Semantic Knowledge IJCNLP 2005