Lei Wang

Orcid: 0000-0003-1228-6758

Affiliations:
  • Singapore Management University, School of Information Systems, Singapore


According to our database1, Lei Wang authored at least 28 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay.
CoRR, 2023

MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models.
CoRR, 2023

Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media.
CoRR, 2023

Non-Autoregressive Math Word Problem Solver with Unified Tree Structure.
CoRR, 2023

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering.
CoRR, 2023

Zero-Shot Next-Item Recommendation using Large Pretrained Language Models.
CoRR, 2023

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models.
CoRR, 2023

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction.
CoRR, 2023

Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

LLM4Vis: Explainable Visualization Recommendation using ChatGPT.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Non-Autoregressive Math Word Problem Solver with Unified Tree Structure.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

FlaCGEC: A Chinese Grammatical Error Correction Dataset with Fine-grained Linguistic Annotation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Improving Compositional Generalization in Math Word Problem Solving.
CoRR, 2022

Learning discriminative representations via variational self-distillation for cross-view geo-localization.
Comput. Electr. Eng., 2022

Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective.
Proceedings of the IEEE International Conference on Data Mining, 2022

Explanation Guided Contrastive Learning for Sequential Recommendation.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020
Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Next-Term Grade Prediction: A Machine Learning Approach.
Proceedings of the 13th International Conference on Educational Data Mining, 2020

DeepStyle: User Style Embedding for Authorship Attribution of Short Texts.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Graph-to-Tree Learning for Solving Math Word Problems.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020


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