Xiaojun Wan

UMMF: Protecting Copyright of Large Vision-Language Models through Unlearning-based Multimodal Memorization Fingerprint ACL 2026 QuantileMark: A Message-Symmetric Multi-bit Watermark for LLMs ACL 2026 SCOPE: Intrinsic Semantic Space Control for Mitigating Copyright Infringement in LLMs AAAI 2026 From TDMA to CDMA: A Multi-bit Watermark for Diffusion Language Models ACL 2026 Edit-Aware Reward Modeling for Chinese Grammatical Error Correction ACL 2026 HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy ACL 2026 RST-Guarder: Enhancing Long-Context Robustness for Safeguards via RST Parsing and Probabilistic Inference ACL 2026 LEDOM: Reverse Language Model ACL 2026 DecoCal: Decoding with Calibration in Diffusion Large Language Models ACL 2026 TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ACL 2025 DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models AAAI 2025 Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025 ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025 Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference NAACL 2025 Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models NAACL 2025 B4: A Black-Box Scrubbing Attack on LLM Watermarks NAACL 2025 Analyzing and Evaluating Correlation Measures in NLG Meta-Evaluation NAACL 2025 WaterPool: A Language Model Watermark Mitigating Trade-Offs among Imperceptibility, Efficacy and Robustness NAACL 2025 A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025 Towards A “Novel” Benchmark: Evaluating Literary Fiction with Large Language Models ACL 2025 Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025 Tracing Training Footprints: A Calibration Approach for Membership Inference Attacks Against Multimodal Large Language Models EMNLP 2025 Exploring and Evaluating Multimodal Knowledge Reasoning Consistency of Multimodal Large Language Models EMNLP 2025 R-Bind: Unified Enhancement of Attribute and Relation Binding in Text-to-Image Diffusion Models EMNLP 2025 DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models EMNLP 2025 MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency ACL 2025 Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency ACL 2024 ReproHum #0087-01: A Reproduction Study of the Human Evaluation of the Coverage of Fact Checking Explanations COLING 2024 Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks COLING 2024 Image Matters: A New Dataset and Empirical Study for Multimodal Hyperbole Detection COLING 2024 Error-Robust Retrieval for Chinese Spelling Check COLING 2024 Contextual Modeling for Document-level ASR Error Correction COLING 2024 Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling AAAI 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 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 A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection EMNLP 2023 Models See Hallucinations: Evaluating the Factuality in Video Captioning EMNLP 2023 ALCUNA: Large Language Models Meet New Knowledge EMNLP 2023 Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP EACL 2023 Exploring Context-Aware Evaluation Metrics for Machine Translation EMNLP 2023 SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning NIPS 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 Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework ACL 2023 Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification ACL 2023 Evaluating Factuality in Cross-lingual Summarization ACL 2023 Exploring the Impact of Vision Features in News Image Captioning ACL 2023 Exploiting Summarization Data to Help Text Simplification EACL 2023 New Datasets and Controllable Iterative Data Augmentation Method for Code-switching ASR Error Correction EMNLP 2023 Exploring Discourse Structure in Document-level Machine Translation EMNLP 2023 Visual Information Guided Zero-Shot Paraphrase Generation COLING 2022 Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022 GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching WACV 2022 PosterBot: A System for Generating Posters of Scientific Papers with Neural Models AAAI 2022 Nearest Neighbor Knowledge Distillation for Neural Machine Translation NAACL 2022 DialSummEval: Revisiting Summarization Evaluation for Dialogues NAACL 2022 Relation-Constrained Decoding for Text Generation NIPS 2022 Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract) AAAI 2022 BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles AAAI 2022 How Do Seq2Seq Models Perform on End-to-End Data-to-Text Generation? ACL 2022 Dependency-based Mixture Language Models ACL 2022 MOVER: Mask, Over-generate and Rank for Hyperbole Generation NAACL 2022 Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and Sampling COLING 2022 Continual Learning for Neural Machine Translation NAACL 2021 Neural Sentence Simplification with Semantic Dependency Information AAAI 2021 Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation AAAI 2021 Video Paragraph Captioning as a Text Summarization Task ACL 2021 TransSum: Translating Aspect and Sentiment Embeddings for Self-Supervised Opinion Summarization ACL 2021 Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing ACL 2021 Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach ACL 2021 Structure-Aware Pre-Training for Table-to-Text Generation ACL 2021 WIND: Weighting Instances Differentially for Model-Agnostic Domain Adaptation ACL 2021 ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation EACL 2021 Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot EMNLP 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 Video Paragraph Captioning as a Text Summarization Task IJCNLP 2021 TransSum: Translating Aspect and Sentiment Embeddings for Self-Supervised Opinion Summarization IJCNLP 2021 Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing IJCNLP 2021 Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach IJCNLP 2021 Structure-Aware Pre-Training for Table-to-Text Generation IJCNLP 2021 WIND: Weighting Instances Differentially for Model-Agnostic Domain Adaptation IJCNLP 2021 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 Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph Interaction ACL 2020 MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization AAAI 2020 SemSUM: Semantic Dependency Guided Neural Abstractive Summarization AAAI 2020 Multimodal Transformer for Multimodal Machine Translation ACL 2020 Semantic Parsing for English as a Second Language ACL 2020 Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization ACL 2020 Better AMR-To-Text Generation with Graph Structure Reconstruction IJCAI 2020 On the Helpfulness of Document Context to Sentence Simplification COLING 2020 Heterogeneous Graph Transformer for Graph-to-Sequence Learning 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 Improving Grammatical Error Correction with Data Augmentation by Editing Latent Representation COLING 2020 Homophonic Pun Generation with Lexically Constrained Rewriting EMNLP 2020 Routing Enforced Generative Model for Recipe Generation EMNLP 2020 Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision NAACL 2019 T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion IJCAI 2019 Multi-Domain Sentiment Classification Based on Domain-Aware Embedding and Attention IJCAI 2019 Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation NIPS 2019 INS: An Interactive Chinese News Synthesis System NAACL 2019 How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation NAACL 2019 Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment Analysis CONLL 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 Hierarchical Attention Networks for Sentence Ordering AAAI 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 Automated Chess Commentator Powered by Neural Chess Engine ACL 2019 Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online Forums ACL 2019 Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion Model ACL 2019 Generating Diverse and Descriptive Image Captions Using Visual Paraphrases ICCV 2019 A Neural Approach to Pun Generation ACL 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 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 Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data EMNLP 2018 Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis CONLL 2018 SentiGAN: Generating Sentimental Texts via Mixture Adversarial Networks IJCAI 2018 Learning to Explain Ambiguous Headlines of Online News IJCAI 2018 Leveraging Diverse Lexical Chains to Construct Essays for Chinese College Entrance Examination IJCNLP 2017 Quasi-Second-Order Parsing for 1-Endpoint-Crossing, Pagenumber-2 Graphs EMNLP 2017 Towards a Universal Sentiment Classifier in Multiple languages EMNLP 2017 Towards Automatic Construction of News Overview Articles by News Synthesis EMNLP 2017 Parsing to 1-Endpoint-Crossing, Pagenumber-2 Graphs ACL 2017 From Neural Sentence Summarization to Headline Generation: A Coarse-to-Fine Approach IJCAI 2017 Learning to Identify Ambiguous and Misleading News Headlines IJCAI 2017 Abstractive Document Summarization with a Graph-Based Attentional Neural Model ACL 2017 Semantic Dependency Parsing via Book Embedding ACL 2017 Parsing for Grammatical Relations via Graph Merging CONLL 2017 The Covert Helps Parse the Overt CONLL 2017 Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning ACL 2016 User Embedding for Scholarly Microblog Recommendation ACL 2016 Automatic Labeling of Topic Models Using Text Summaries ACL 2016 PKUSUMSUM : A Java Platform for Multilingual Document Summarization COLING 2016 Attention-based LSTM Network for Cross-Lingual Sentiment Classification EMNLP 2016 Towards Constructing Sports News from Live Text Commentary ACL 2016 Peking: Building Semantic Dependency Graphs with a Hybrid Parser SEMEVAL 2015 BrailleSUM: A News Summarization System for the Blind and Visually Impaired People ACL 2015 Phrase-based Compressive Cross-Language Summarization EMNLP 2015 A Data-Driven, Factorization Parser for CCG Dependency Structures IJCNLP 2015 Compressive Document Summarization via Sparse Optimization IJCAI 2015 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 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 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 Capturing Long-distance Dependencies in Sequence Models: A Case Study of Chinese Part-of-speech Tagging IJCNLP 2013 Co-Regression for Cross-Language Review Rating Prediction ACL 2013 Learning to Order Natural Language Texts ACL 2013 Collective Opinion Target Extraction in Chinese Microblogs EMNLP 2013 PPSGen: Learning to Generate Presentation Slides for Academic Papers IJCAI 2013 Update Summarization Based on Co-Ranking with Constraints COLING 2012 Reducing Approximation and Estimation Errors for Chinese Lexical Processing with Heterogeneous Annotations ACL 2012 Timeline Generation through Evolutionary Trans-Temporal Summarization EMNLP 2011 Using Bilingual Information for Cross-Language Document Summarization ACL 2011 Comparative News Summarization Using Linear Programming ACL 2011 Named Entity Recognition in Chinese News Comments on the Web IJCNLP 2011 Towards a Unified Approach to Simultaneous Single-Document and Multi-Document Summarizations COLING 2010 Cross-Language Document Summarization Based on Machine Translation Quality Prediction ACL 2010 Opinion Target Extraction in Chinese News Comments COLING 2010 Co-Training for Cross-Lingual Sentiment Classification IJCNLP 2009 Co-Training for Cross-Lingual Sentiment Classification ACL 2009 Using Bilingual Knowledge and Ensemble Techniques for Unsupervised Chinese Sentiment Analysis EMNLP 2008 An Exploration of Document Impact on Graph-Based Multi-Document Summarization EMNLP 2008 CollabRank: Towards a Collaborative Approach to Single-Document Keyphrase Extraction COLING 2008 Towards an Iterative Reinforcement Approach for Simultaneous Document Summarization and Keyword Extraction ACL 2007 Improved Affinity Graph Based Multi-Document Summarization NAACL 2006