Xiaojun Wan

173 papers · 2006–2026 · 14 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (5) 🏃 Academic Marathon (19) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (14) 🗺️ Taxonomy Completionist (20) 🌟 Keyword Trendsetter Combo (10) 🏠 Conference Loyalist (37) 🐺 Lone Wolf (8) 🧬 Topic Evolution 🏆 Keyword Champion 👥 Mega-Team (42) 🤝 Dynamic Duo (18) 🔬 Deep Specialist (35) 💎 Century Club (172) 📈 Trend Setter ❓ The Questioner (4) 🚀 Conference Pioneer 🔥 Unstoppable (20) ⚡ Prolific Year (14) 🗃️ Keyword Collector (508)

Conferences

ACL (57) EMNLP (37) COLING (15) NAACL (14) IJCNLP (13) AAAI (12) IJCAI (9) CONLL (4) EACL (3) NIPS (3) SEMEVAL (2) WACV (2) ICCV (1) ICML (1)

Top co-authors

Weiwei Sun (18) Xinyu Hu (14) Jianguo Xiao (14) Mingqi Gao (13) Xunjian Yin (13) Yue Cao (8) Huixuan Zhang (8) Yitao Cai (8) Tianming Wang (8) Zhe Lin (8)

Research topics

Applications (1) Privacy (1)

Keywords

text generation (24) large language model (16) natural language generation (11) neural network (8) text summarization (7) human evaluation (7) abstractive summarization (7) paraphrase generation (6) question answering (5) graph neural network (5) sentence simplification (4) image captioning (4) dependency parsing (4) automatic evaluation (4) neural machine translation (4) multi-document summarization (4) cross-lingual transfer (4) bidirectional lstm (4) document summarization (4) language model (4)

Papers

SCOPE: Intrinsic Semantic Space Control for Mitigating Copyright Infringement in LLMs AAAI 2026

WaterPool: A Language Model Watermark Mitigating Trade-Offs among Imperceptibility, Efficacy and Robustness NAACL 2025

Analyzing and Evaluating Correlation Measures in NLG Meta-Evaluation NAACL 2025

TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ACL 2025

R-Bind: Unified Enhancement of Attribute and Relation Binding in Text-to-Image Diffusion Models EMNLP 2025

Exploring and Evaluating Multimodal Knowledge Reasoning Consistency of Multimodal Large Language Models EMNLP 2025

Tracing Training Footprints: A Calibration Approach for Membership Inference Attacks Against Multimodal Large Language Models EMNLP 2025

Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025

A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025

Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025

ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025

Towards A “Novel” Benchmark: Evaluating Literary Fiction with Large Language Models ACL 2025

DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models AAAI 2025

MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency ACL 2025

DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models EMNLP 2025

Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference NAACL 2025

B4: A Black-Box Scrubbing Attack on LLM Watermarks NAACL 2025

Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models NAACL 2025

Error-Robust Retrieval for Chinese Spelling Check COLING 2024

Image Matters: A New Dataset and Empirical Study for Multimodal Hyperbole Detection COLING 2024

Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks COLING 2024

ReproHum #0087-01: A Reproduction Study of the Human Evaluation of the Coverage of Fact Checking Explanations COLING 2024

History Matters: Temporal Knowledge Editing in Large Language Model AAAI 2024

Describe Images in a Boring Way: Towards Cross-Modal Sarcasm Generation WACV 2024

Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation NAACL 2024

Selecting Large Language Model to Fine-tune via Rectified Scaling Law ICML 2024

Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024

PaCoST: Paired Confidence Significance Testing for Benchmark Contamination Detection in Large Language Models EMNLP 2024

Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability EMNLP 2024

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency ACL 2024

Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation ACL 2024

Are LLM-based Evaluators Confusing NLG Quality Criteria? ACL 2024

Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling AAAI 2024

Contextual Modeling for Document-level ASR Error Correction COLING 2024

Exploring the Impact of Vision Features in News Image Captioning ACL 2023

Evaluating Factuality in Cross-lingual Summarization ACL 2023

Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification ACL 2023

Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework ACL 2023

A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection EMNLP 2023

Exploring Discourse Structure in Document-level Machine Translation EMNLP 2023

MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning ACL 2023

A New Dataset and Empirical Study for Sentence Simplification in Chinese ACL 2023

SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning NIPS 2023

New Datasets and Controllable Iterative Data Augmentation Method for Code-switching ASR Error Correction EMNLP 2023

Exploring Context-Aware Evaluation Metrics for Machine Translation EMNLP 2023

Models See Hallucinations: Evaluating the Factuality in Video Captioning EMNLP 2023

ALCUNA: Large Language Models Meet New Knowledge EMNLP 2023

Exploiting Summarization Data to Help Text Simplification EACL 2023

Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP EACL 2023

DialSummEval: Revisiting Summarization Evaluation for Dialogues NAACL 2022

MOVER: Mask, Over-generate and Rank for Hyperbole Generation NAACL 2022

GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching WACV 2022

Relation-Constrained Decoding for Text Generation NIPS 2022

BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles AAAI 2022

Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract) AAAI 2022

How Do Seq2Seq Models Perform on End-to-End Data-to-Text Generation? ACL 2022

Dependency-based Mixture Language Models ACL 2022

PosterBot: A System for Generating Posters of Scientific Papers with Neural Models AAAI 2022

Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and Sampling COLING 2022

Visual Information Guided Zero-Shot Paraphrase Generation COLING 2022

Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022

Nearest Neighbor Knowledge Distillation for Neural Machine Translation NAACL 2022

TransSum: Translating Aspect and Sentiment Embeddings for Self-Supervised Opinion Summarization IJCNLP 2021

Video Paragraph Captioning as a Text Summarization Task IJCNLP 2021

TransSum: Translating Aspect and Sentiment Embeddings for Self-Supervised Opinion Summarization ACL 2021

Video Paragraph Captioning as a Text Summarization Task ACL 2021

ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation EACL 2021

Document-Level Text Simplification: Dataset, Criteria and Baseline EMNLP 2021

Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering EMNLP 2021

CodeQA: A Question Answering Dataset for Source Code Comprehension EMNLP 2021

Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot EMNLP 2021

Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation AAAI 2021

Neural Sentence Simplification with Semantic Dependency Information AAAI 2021

Continual Learning for Neural Machine Translation NAACL 2021

WIND: Weighting Instances Differentially for Model-Agnostic Domain Adaptation IJCNLP 2021

Structure-Aware Pre-Training for Table-to-Text Generation IJCNLP 2021

Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach IJCNLP 2021

WIND: Weighting Instances Differentially for Model-Agnostic Domain Adaptation ACL 2021

Structure-Aware Pre-Training for Table-to-Text Generation ACL 2021

Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach ACL 2021

Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing ACL 2021

Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing IJCNLP 2021

Routing Enforced Generative Model for Recipe Generation EMNLP 2020

MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization AAAI 2020

SemSUM: Semantic Dependency Guided Neural Abstractive Summarization AAAI 2020

Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph Interaction ACL 2020

Multimodal Transformer for Multimodal Machine Translation ACL 2020

Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study ACL 2020

Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization ACL 2020

Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization ACL 2020

Semantic Parsing for English as a Second Language ACL 2020

Heterogeneous Graph Transformer for Graph-to-Sequence Learning ACL 2020

On the Helpfulness of Document Context to Sentence Simplification COLING 2020

Improving Grammatical Error Correction with Data Augmentation by Editing Latent Representation COLING 2020

Homophonic Pun Generation with Lexically Constrained Rewriting EMNLP 2020

IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation EMNLP 2020

Adversarial Text Generation via Sequence Contrast Discrimination EMNLP 2020

DivGAN: Towards Diverse Paraphrase Generation via Diversified Generative Adversarial Network EMNLP 2020

Abstractive Multi-Document Summarization via Joint Learning with Single-Document Summarization EMNLP 2020

Better AMR-To-Text Generation with Graph Structure Reconstruction IJCAI 2020

Automated Chess Commentator Powered by Neural Chess Engine ACL 2019

Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion Model ACL 2019

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) EMNLP 2019

Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment Analysis CONLL 2019

INS: An Interactive Chinese News Synthesis System NAACL 2019

Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation NIPS 2019

How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation NAACL 2019

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) IJCNLP 2019

Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision NAACL 2019

Hierarchical Attention Networks for Sentence Ordering AAAI 2019

T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion IJCAI 2019

Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online Forums ACL 2019

Generating Diverse and Descriptive Image Captions Using Visual Paraphrases ICCV 2019

Multi-Domain Sentiment Classification Based on Domain-Aware Embedding and Attention IJCAI 2019

Sense-Aware Neural Models for Pun Location in Texts ACL 2018

Pre- and In-Parsing Models for Neural Empty Category Detection ACL 2018

Language Generation via DAG Transduction ACL 2018

A Neural Approach to Pun Generation ACL 2018

Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis CONLL 2018

Accurate SHRG-Based Semantic Parsing ACL 2018

Point Precisely: Towards Ensuring the Precision of Data in Generated Texts Using Delayed Copy Mechanism COLING 2018

SentiGAN: Generating Sentimental Texts via Mixture Adversarial Networks IJCAI 2018

Learning to Explain Ambiguous Headlines of Online News IJCAI 2018

Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data EMNLP 2018

From Neural Sentence Summarization to Headline Generation: A Coarse-to-Fine Approach IJCAI 2017

Towards a Universal Sentiment Classifier in Multiple languages EMNLP 2017

Towards Automatic Construction of News Overview Articles by News Synthesis EMNLP 2017

Semantic Dependency Parsing via Book Embedding ACL 2017

Abstractive Document Summarization with a Graph-Based Attentional Neural Model ACL 2017

Parsing to 1-Endpoint-Crossing, Pagenumber-2 Graphs ACL 2017

The Covert Helps Parse the Overt CONLL 2017

Parsing for Grammatical Relations via Graph Merging CONLL 2017

Quasi-Second-Order Parsing for 1-Endpoint-Crossing, Pagenumber-2 Graphs EMNLP 2017

Leveraging Diverse Lexical Chains to Construct Essays for Chinese College Entrance Examination IJCNLP 2017

Learning to Identify Ambiguous and Misleading News Headlines IJCAI 2017

Attention-based LSTM Network for Cross-Lingual Sentiment Classification EMNLP 2016

PKUSUMSUM : A Java Platform for Multilingual Document Summarization COLING 2016

User Embedding for Scholarly Microblog Recommendation ACL 2016

Automatic Labeling of Topic Models Using Text Summaries ACL 2016

Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning ACL 2016

Towards Constructing Sports News from Live Text Commentary ACL 2016

A Data-Driven, Factorization Parser for CCG Dependency Structures ACL 2015

BrailleSUM: A News Summarization System for the Blind and Visually Impaired People IJCNLP 2015

BrailleSUM: A News Summarization System for the Blind and Visually Impaired People ACL 2015

Phrase-based Compressive Cross-Language Summarization EMNLP 2015

Compressive Document Summarization via Sparse Optimization IJCAI 2015

Peking: Building Semantic Dependency Graphs with a Hybrid Parser SEMEVAL 2015

A Data-Driven, Factorization Parser for CCG Dependency Structures IJCNLP 2015

Joint Decoding of Tree Transduction Models for Sentence Compression EMNLP 2014

Automatic Generation of Related Work Sections in Scientific Papers: An Optimization Approach EMNLP 2014

Peking: Profiling Syntactic Tree Parsing Techniques for Semantic Graph Parsing SEMEVAL 2014

Grammatical Relations in Chinese: GB-Ground Extraction and Data-Driven Parsing ACL 2014

Co-Regression for Cross-Language Review Rating Prediction ACL 2013

PPSGen: Learning to Generate Presentation Slides for Academic Papers IJCAI 2013

Collective Opinion Target Extraction in Chinese Microblogs EMNLP 2013

Capturing Long-distance Dependencies in Sequence Models: A Case Study of Chinese Part-of-speech Tagging IJCNLP 2013

Learning to Order Natural Language Texts ACL 2013

Reducing Approximation and Estimation Errors for Chinese Lexical Processing with Heterogeneous Annotations ACL 2012

Update Summarization Based on Co-Ranking with Constraints COLING 2012

Named Entity Recognition in Chinese News Comments on the Web IJCNLP 2011

Comparative News Summarization Using Linear Programming ACL 2011

Using Bilingual Information for Cross-Language Document Summarization ACL 2011

Timeline Generation through Evolutionary Trans-Temporal Summarization EMNLP 2011

Towards a Unified Approach to Simultaneous Single-Document and Multi-Document Summarizations COLING 2010

Opinion Target Extraction in Chinese News Comments COLING 2010

Cross-Language Document Summarization Based on Machine Translation Quality Prediction ACL 2010

Co-Training for Cross-Lingual Sentiment Classification ACL 2009

Co-Training for Cross-Lingual Sentiment Classification IJCNLP 2009

CollabRank: Towards a Collaborative Approach to Single-Document Keyphrase Extraction COLING 2008

An Exploration of Document Impact on Graph-Based Multi-Document Summarization EMNLP 2008

Using Bilingual Knowledge and Ensemble Techniques for Unsupervised Chinese Sentiment Analysis EMNLP 2008

Towards an Iterative Reinforcement Approach for Simultaneous Document Summarization and Keyword Extraction ACL 2007

Improved Affinity Graph Based Multi-Document Summarization NAACL 2006