Shijin Wang

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