← Authors

Shijin Wang

67 papers · 2016–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (9) πŸ—ΊοΈ Taxonomy Completionist (20) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) πŸ† Grand Slam πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (2) 🀝 Dynamic Duo (29) ⚑ Prolific Year (8) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (257) πŸ’Ž Century Club (64) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) πŸš€ Conference Pioneer

Conferences

ACL (16) EMNLP (13) AAAI (11) IJCNLP (7) ICML (5) NIPS (5) COLING (4) IJCAI (2) AACL (1) CONLL (1) ICLR (1) NAACL (1)

Top co-authors

Ting Liu (29) Guoping Hu (26) Yiming Cui (25) Wanxiang Che (16) Zhenya Huang (14) Qi Liu (13) Enhong Chen (11) Wentao Ma (10) Jing Sha (9) Ziqing Yang (9)

Research topics

Education (6) Applications (1)

Keywords

machine reading comprehension (9) large language model (9) question answering (7) text classification (6) knowledge distillation (5) neural network (5) reading comprehension (5) cognitive diagnosis (5) contrastive learning (5) attention mechanism (4) natural language inference (4) language model (4) text representation (3) representation learning (3) knowledge concept (3) knowledge tracing (3) pre-trained language model (3) benchmark evaluation (2) adversarial training (2) word alignment (2)

Papers

From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs AAAI 2026
CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling AAAI 2026
BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation AAAI 2026
Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025
MMATH: A Multilingual Benchmark for Mathematical Reasoning EMNLP 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
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
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
CogMath: Assessing LLMs’ Authentic Mathematical Ability from a Human Cognitive Perspective ICML 2025
am-ELO: A Stable Framework for Arena-based LLM Evaluation 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
SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model EMNLP 2024
Computerized Adaptive Testing via Collaborative Ranking NIPS 2024
Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid Approach EMNLP 2024
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 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
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
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
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning NIPS 2023
IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning ACL 2023
Sentence Ordering with a Coherence Verifier ACL 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
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
IFlyEA: A Chinese Essay Assessment System with Automated Rating, Review Generation, and Recommendation IJCNLP 2021
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings ACL 2021
Dynamic Connected Networks for Chinese Spelling Check IJCNLP 2021
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer EMNLP 2021
Benchmarking Robustness of Machine Reading Comprehension Models IJCNLP 2021
HMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word Problem AAAI 2021
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings IJCNLP 2021
A Sentence Cloze Dataset for Chinese Machine Reading Comprehension COLING 2020
Is Graph Structure Necessary for Multi-hop Question Answering? EMNLP 2020
Revisiting Pre-Trained Models for Chinese Natural Language Processing EMNLP 2020
Neural Cognitive Diagnosis for Intelligent Education Systems AAAI 2020
TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing ACL 2020
Conversational Word Embedding for Retrieval-Based Dialog System ACL 2020
Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis AACL 2020
Discriminative Sentence Modeling for Story Ending Prediction AAAI 2020
CharBERT: Character-aware Pre-trained Language Model COLING 2020
Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer’s Disease Detection COLING 2020
Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions AAAI 2019
IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis IJCNLP 2019
IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis EMNLP 2019
A Span-Extraction Dataset for Chinese Machine Reading Comprehension EMNLP 2019
Cross-Lingual Machine Reading Comprehension EMNLP 2019
TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots CONLL 2019
Cross-Lingual Machine Reading Comprehension IJCNLP 2019
A Span-Extraction Dataset for Chinese Machine Reading Comprehension IJCNLP 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