| Learning to imagine: Integrating counterfactual thinking in neural discrete reasoning M Li, F Feng, H Zhang, X He, F Zhu, TS Chua Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 28 | 2022 |
| Hybrid learning to rank for financial event ranking F Feng, M Li, C Luo, R Ng, TS Chua Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 13 | 2021 |
| Think twice before assure: Confidence estimation for large language models through reflection on multiple answers M Li, W Wang, F Feng, F Zhu, Q Wang, TS Chua arXiv preprint arXiv:2403.09972, 2024 | 8 | 2024 |
| Tat-llm: A specialized language model for discrete reasoning over tabular and textual data F Zhu, Z Liu, F Feng, C Wang, M Li, TS Chua arXiv preprint arXiv:2401.13223, 2024 | 8 | 2024 |
| Soargraph: Numerical reasoning over financial table-text data via semantic-oriented hierarchical graphs F Zhu, M Li, J Xiao, F Feng, C Wang, TS Chua Companion Proceedings of the ACM Web Conference 2023, 1236-1244, 2023 | 8 | 2023 |
| Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction X Li, W Wang, M Li, J Guo, Y Zhang, F Feng arXiv preprint arXiv:2406.00755, 2024 | 5 | 2024 |
| Gotcha! Don't trick me with unanswerable questions! Self-aligning Large Language Models for Responding to Unknown Questions Y Deng, Y Zhao, M Li, SK Ng, TS Chua arXiv preprint arXiv:2402.15062, 2024 | 4 | 2024 |
| Robust prompt optimization for large language models against distribution shifts M Li, W Wang, F Feng, Y Cao, J Zhang, TS Chua arXiv preprint arXiv:2305.13954, 2023 | 4 | 2023 |
| Learning sense representation from word representation for unsupervised word sense disambiguation (student abstract) J Wang, Z Fu, M Li, H Zhang, D Zhao, R Yan Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13947 …, 2020 | 4 | 2020 |
| Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs Y Fang, M Li, W Wang, H Lin, F Feng arXiv preprint arXiv:2406.11514, 2024 | 2 | 2024 |
| Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs F Zhu, C Wang, F Feng, Z Ren, M Li, TS Chua arXiv preprint arXiv:2305.01938, 2023 | 2 | 2023 |
| Don’t Just Say “I don’t know”! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations Y Deng, Y Zhao, M Li, SK Ng, TS Chua Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | 1 | 2024 |
| Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context M Li, W Wang, F Feng, H Zhang, Q Wang, TS Chua Findings of the Association for Computational Linguistics: ACL 2023, 1220-1236, 2023 | 1 | 2023 |
| Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection M Li, W Wang, F Feng, F Zhu, Q Wang, TS Chua Findings of the Association for Computational Linguistics: EMNLP 2024, 11858 …, 2024 | | 2024 |
| Dual-Phase Accelerated Prompt Optimization M Yang, M Li, Y Li, Z Chen, C Gao, J Zhang, Y Li, F Feng arXiv preprint arXiv:2406.13443, 2024 | | 2024 |
