Jinan Xu

89 papers · 2013–2026 · 8 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (12) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🗺️ Taxonomy Completionist (10) 🏠 Conference Loyalist (27) 🤝 Dynamic Duo (68) 🔬 Deep Specialist (23) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🔥 Unstoppable (7) ⚡ Prolific Year (7) ❓ The Questioner 🗃️ Keyword Collector (364) 💎 Century Club (88) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

EMNLP (33) ACL (27) IJCNLP (9) COLING (6) IJCAI (5) NAACL (4) AAAI (3) AACL (2)

Top co-authors

Yufeng Chen (68) Fandong Meng (39) Jie Zhou (39) Yunlong Liang (21) Jian Liu (19) Yijin Liu (15) Yujie Zhang (13) Songming Zhang (11) Mingtong Liu (8) Deyi Xiong (7)

Keywords

neural machine translation (20) knowledge distillation (9) large language model (7) machine translation (7) contrastive learning (6) language model (5) data augmentation (5) named entity recognition (5) model compression (5) text generation (4) dialogue translation (4) transfer learning (3) latent variable (3) latent variable model (3) paraphrase generation (3) continual learning (3) multi-task learning (3) text classification (3) knowledge transfer (3) prompt engineering (3)

Papers

STOLA: Self-Adaptive Touch-Language Framework for Tactile Commonsense Reasoning in Open-Ended Scenarios AAAI 2026

Boosting Data Utilization for Multilingual Dense Retrieval EMNLP 2025

Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025

A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences ACL 2025

CM-Align: Consistency-based Multilingual Alignment for Large Language Models EMNLP 2025

DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation EMNLP 2025

Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model EMNLP 2025

Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025

AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025

Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping ACL 2025

Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025

Multilingual Collaborative Defense for Large Language Models EMNLP 2025

SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025

Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024

ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation EMNLP 2024

A Reinforcement Learning Approach to Improve Low-Resource Machine Translation Leveraging Domain Monolingual Data COLING 2024

CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction COLING 2024

Dual-Space Knowledge Distillation for Large Language Models EMNLP 2024

SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings NAACL 2024

Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL 2024

DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution ACL 2024

Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024

LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024

Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs ACL 2024

RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023

D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023

Novel Slot Detection With an Incremental Setting EMNLP 2023

Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023

Addressing NER Annotation Noises with Uncertainty-Guided Tree-Structured CRFs EMNLP 2023

A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation EMNLP 2023

MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning EMNLP 2023

Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization ACL 2023

Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation ACL 2023

Document-Level Event Argument Extraction With a Chain Reasoning Paradigm ACL 2023

A Holistic Approach to Reference-Free Evaluation of Machine Translation ACL 2023

A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering ACL 2023

Is ChatGPT a Good NLG Evaluator? A Preliminary Study EMNLP 2023

Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation COLING 2022

Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets AACL 2022

A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022

Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2022

MSCTD: A Multimodal Sentiment Chat Translation Dataset ACL 2022

Scheduled Multi-task Learning for Neural Chat Translation ACL 2022

Saliency as Evidence: Event Detection with Trigger Saliency Attribution ACL 2022

Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment EMNLP 2022

Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022

BJTU-Toshiba’s Submission to WMT22 Quality Estimation Shared Task EMNLP 2022

BJTU-WeChat’s Systems for the WMT22 Chat Translation Task EMNLP 2022

Improved Data Augmentation for Translation Suggestion EMNLP 2022

Low-Resource NER by Data Augmentation With Prompting IJCAI 2022

Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets IJCNLP 2022

Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022

Learning Structural Information for Syntax-Controlled Paraphrase Generation NAACL 2022

An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021

Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification EMNLP 2021

Modeling Bilingual Conversational Characteristics for Neural Chat Translation IJCNLP 2021

Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data EMNLP 2021

Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP 2021

Confidence-Aware Scheduled Sampling for Neural Machine Translation IJCNLP 2021

Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition IJCNLP 2021

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation IJCNLP 2021

TenTrans Multilingual Low-Resource Translation System for WMT21 Indo-European Languages Task EMNLP 2021

Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation AAAI 2021

Scheduled Sampling Based on Decoding Steps for Neural Machine Translation EMNLP 2021

WeChat Neural Machine Translation Systems for WMT21 EMNLP 2021

Confidence-Aware Scheduled Sampling for Neural Machine Translation ACL 2021

Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ACL 2021

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2021

Modeling Bilingual Conversational Characteristics for Neural Chat Translation ACL 2021

Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction EMNLP 2021

Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021

Improving Stylized Neural Machine Translation with Iterative Dual Knowledge Transfer IJCAI 2021

Cross-Domain Slot Filling as Machine Reading Comprehension IJCAI 2021

Faster Depth-Adaptive Transformers AAAI 2021

Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation EMNLP 2021

Multi-view Classification Model for Knowledge Graph Completion AACL 2020

A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning COLING 2020

Exploring Bilingual Parallel Corpora for Syntactically Controllable Paraphrase Generation IJCAI 2020

A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis IJCNLP 2019

Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching IJCNLP 2019

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding IJCNLP 2019

Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching EMNLP 2019

A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis EMNLP 2019

GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling ACL 2019

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding EMNLP 2019

Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation EMNLP 2016

Augment Dependency-to-String Translation with Fixed and Floating Structures COLING 2014

An Approach of Hybrid Hierarchical Structure for Word Similarity Computing by HowNet IJCNLP 2013