Man Lan

Activating Visual Context and Commonsense Reasoning Through Masked Prediction in VLMs AAAI 2026 CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards ACL 2026 Generative Gamer: Learning Equilibrium Strategy by LLM-driven Dynamic Deduction ACL 2026 FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025 K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning NAACL 2025 LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models NAACL 2025 ReactGPT: Understanding of Chemical Reactions via In-Context Tuning AAAI 2025 Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025 Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024 CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs EMNLP 2024 CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays EMNLP 2024 From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation AAAI 2024 TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 2024 Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method EMNLP 2024 A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis EMNLP 2023 An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation IJCAI 2023 Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation ACL 2023 An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022 A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs COLING 2022 Few Clean Instances Help Denoising Distant Supervision COLING 2022 LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation EMNLP 2022 Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition EMNLP 2022 Understanding Gender Bias in Knowledge Base Embeddings ACL 2022 From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment EMNLP 2021 Generating CCG Categories AAAI 2021 A Span-based Linearization for Constituent Trees ACL 2020 ECNU at SemEval-2020 Task 7: Assessing Humor in Edited News Headlines Using BiLSTM with Attention SemEval 2020 Exploring Human Gender Stereotypes with Word Association Test EMNLP 2019 Graph-based Dependency Parsing with Graph Neural Networks ACL 2019 Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL 2019 Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title ACL 2019 AntNLP at CoNLL 2018 Shared Task: A Graph-Based Parser for Universal Dependency Parsing CoNLL 2018 ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection SemEval 2018 ECNU at SemEval-2018 Task 11: Using Deep Learning Method to Address Machine Comprehension Task SemEval 2018 ECNU at SemEval-2018 Task 12: An End-to-End Attention-based Neural Network for the Argument Reasoning Comprehension Task SemEval 2018 ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models SemEval 2018 ECNU at SemEval-2018 Task 2: Leverage Traditional NLP Features and Neural Networks Methods to Address Twitter Emoji Prediction Task SemEval 2018 ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods SemEval 2018 Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018 A Fast and Lightweight System for Multilingual Dependency Parsing CoNLL 2017 A Learning Error Analysis for Structured Prediction with Approximate Inference NeurIPS 2017 ECNU at SemEval-2017 Task 1: Leverage Kernel-based Traditional NLP features and Neural Networks to Build a Universal Model for Multilingual and Cross-lingual Semantic Textual Similarity SemEval 2017 ECNU at SemEval-2017 Task 3: Using Traditional and Deep Learning Methods to Address Community Question Answering Task SemEval 2017 ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification SemEval 2017 ECNU at SemEval-2017 Task 5: An Ensemble of Regression Algorithms with Effective Features for Fine-Grained Sentiment Analysis in Financial Domain SemEval 2017 ECNU at SemEval-2017 Task 7: Using Supervised and Unsupervised Methods to Detect and Locate English Puns SemEval 2017 ECNU at SemEval-2017 Task 8: Rumour Evaluation Using Effective Features and Supervised Ensemble Models SemEval 2017 Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network EACL 2017 Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification EMNLP 2017 ECNU at SemEval-2016 Task 1: Leveraging Word Embedding From Macro and Micro Views to Boost Performance for Semantic Textual Similarity SemEval 2016 ECNU at SemEval-2016 Task 3: Exploring Traditional Method and Deep Learning Method for Question Retrieval and Answer Ranking in Community Question Answering SemEval 2016 ECNU at SemEval-2016 Task 4: An Empirical Investigation of Traditional NLP Features and Word Embedding Features for Sentence-level and Topic-level Sentiment Analysis in Twitter SemEval 2016 ECNU at SemEval-2016 Task 5: Extracting Effective Features from Relevant Fragments in Sentence for Aspect-Based Sentiment Analysis in Reviews SemEval 2016 ECNU at SemEval 2016 Task 6: Relevant or Not? Supportive or Not? A Two-step Learning System for Automatic Detecting Stance in Tweets SemEval 2016 ECNU at SemEval-2016 Task 7: An Enhanced Supervised Learning Method for Lexicon Sentiment Intensity Ranking SemEval 2016 Two End-to-end Shallow Discourse Parsers for English and Chinese in CoNLL-2016 Shared Task CoNLL 2016 A Refined End-to-End Discourse Parser CoNLL 2015 ECNU: Extracting Effective Features from Multiple Sequential Sentences for Target-dependent Sentiment Analysis in Reviews SemEval 2015 ECNU: Leveraging Word Embeddings to Boost Performance for Paraphrase in Twitter SemEval 2015 ECNU: Multi-level Sentiment Analysis on Twitter Using Traditional Linguistic Features and Word Embedding Features SemEval 2015 ECNU: Using Multiple Sources of CQA-based Information for Answers Selection and YES/NO Response Inference SemEval 2015 ECNU: Using Traditional Similarity Measurements and Word Embedding for Semantic Textual Similarity Estimation SemEval 2015 ECNU: A Combination Method and Multiple Features for Aspect Extraction and Sentiment Polarity Classification SemEval 2014 ECNU: Expression- and Message-level Sentiment Orientation Classification in Twitter Using Multiple Effective Features SemEval 2014 ECNU: Leveraging on Ensemble of Heterogeneous Features and Information Enrichment for Cross Level Semantic Similarity Estimation SemEval 2014 ECNU: One Stone Two Birds: Ensemble of Heterogenous Measures for Semantic Relatedness and Textual Entailment SemEval 2014 ECNUCS: Recognizing Cross-lingual Textual Entailment Using Multiple Text Similarity and Text Difference Measures SemEval 2013 Leveraging Synthetic Discourse Data via Multi-task Learning for Implicit Discourse Relation Recognition ACL 2013 Probabilistic Sense Sentiment Similarity through Hidden Emotions ACL 2013 Tiantianzhu7:System Description of Semantic Textual Similarity (STS) in the SemEval-2012 (Task 6) SemEval 2012 ECNU: Effective Semantic Relations Classification without Complicated Features or Multiple External Corpora SemEval 2010 Predicting Discourse Connectives for Implicit Discourse Relation Recognition COLING 2010