Shijin Wang

BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation AAAI 2026 CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling AAAI 2026 CPT-Agent: A Cognitive Process Theory-driven Framework for Student Simulation in Writing Development ACL 2026 From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs AAAI 2026 Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models ACL 2026 Re3: Relevance & Recency Retrieval for Mitigating Temporal Hallucination ACL 2026 am-ELO: A Stable Framework for Arena-based LLM Evaluation ICML 2025 Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025 Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation EMNLP 2025 CogMath: Assessing LLMs’ Authentic Mathematical Ability from a Human Cognitive Perspective ICML 2025 CursorCore: Assist Programming through Aligning Anything ICML 2025 Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis EMNLP 2025 Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study ICLR 2025 Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving ICML 2025 From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025 MMATH: A Multilingual Benchmark for Mathematical Reasoning EMNLP 2025 Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025 Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025 Position: AI Evaluation Should Learn from How We Test Humans ICML 2025 Computerized Adaptive Testing via Collaborative Ranking NeurIPS 2024 CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024 JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models NeurIPS 2024 Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 2024 Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid Approach EMNLP 2024 SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NeurIPS 2024 SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model EMNLP 2024 Towards Accurate and Fair Cognitive Diagnosis via Monotonic Data Augmentation NeurIPS 2024 A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ACL 2023 BETA-CD: A Bayesian Meta-Learned Cognitive Diagnosis Framework for Personalized Learning AAAI 2023 Chinese Metaphorical Relation Extraction EMNLP 2023 Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning NeurIPS 2023 Exploiting Non-Interactive Exercises in Cognitive Diagnosis IJCAI 2023 Gradient-based Intra-attention Pruning on Pre-trained Language Models ACL 2023 IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning ACL 2023 Sentence Ordering with a Coherence Verifier ACL 2023 Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training AAAI 2023 Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network ACL 2022 Adversarial Training for Machine Reading Comprehension with Virtual Embeddings ACL 2021 Benchmarking Robustness of Machine Reading Comprehension Models ACL 2021 Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer EMNLP 2021 Dynamic Connected Networks for Chinese Spelling Check ACL 2021 HMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word Problem AAAI 2021 IFlyEA: A Chinese Essay Assessment System with Automated Rating, Review Generation, and Recommendation ACL 2021 A Sentence Cloze Dataset for Chinese Machine Reading Comprehension COLING 2020 CharBERT: Character-aware Pre-trained Language Model COLING 2020 Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis AACL 2020 Conversational Word Embedding for Retrieval-Based Dialog System ACL 2020 Discriminative Sentence Modeling for Story Ending Prediction AAAI 2020 Is Graph Structure Necessary for Multi-hop Question Answering? EMNLP 2020 Neural Cognitive Diagnosis for Intelligent Education Systems AAAI 2020 Revisiting Pre-Trained Models for Chinese Natural Language Processing EMNLP 2020 TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing ACL 2020 Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer’s Disease Detection COLING 2020 A Span-Extraction Dataset for Chinese Machine Reading Comprehension EMNLP 2019 Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions AAAI 2019 Cross-Lingual Machine Reading Comprehension EMNLP 2019 IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis EMNLP 2019 TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots CoNLL 2019 Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement ACL 2018 Attention-over-Attention Neural Networks for Reading Comprehension ACL 2017 Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution ACL 2017 Consensus Attention-based Neural Networks for Chinese Reading Comprehension COLING 2016 LSTM Neural Reordering Feature for Statistical Machine Translation NAACL 2016