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 43 papers between 2018 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

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Other

Bibliography

2024

Math Word Problem Generation via Disentangled Memory Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, June, 2024

A Prompt-Based Topic-Modeling Method for Depression Detection on Low-Resource Data.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., February, 2024

MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

All in a Single Image: Large Multimodal Models are In-Image Learners.

[BibT_eX]

[DOI]

CoRR, 2024

The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

Lei Wang

Ee-Peng Lim

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Gradient-Aware Logit Adjustment Loss for Long-Tailed Classifier.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Lei Wang

Ee-Peng Lim

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

LLM4Vis: Explainable Visualization Recommendation using ChatGPT.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Generalizing Math Word Problem Solvers via Solution Diversification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Improving Compositional Generalization in Math Word Problem Solving.

[BibT_eX]

[DOI]

CoRR, 2022

Learning discriminative representations via variational self-distillation for cross-view geo-localization.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2022

Math Word Problem Generation with Memory Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Explanation Guided Contrastive Learning for Sequential Recommendation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Investigating Math Word Problems using Pretrained Multilingual Language Models.

[BibT_eX]

[DOI]

CoRR, 2021

NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Next-Term Grade Prediction: A Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Educational Data Mining, 2020

DeepStyle: User Style Embedding for Authorship Attribution of Short Texts.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Graph-to-Tree Learning for Solving Math Word Problems.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Template-Based Math Word Problem Solvers with Recursive Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Translating a Math Word Problem to an Expression Tree.

[BibT_eX]

[DOI]

CoRR, 2018

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers.

[BibT_eX]

[DOI]

CoRR, 2018

Translating Math Word Problem to Expression Tree.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Lei Wang

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