Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction | Paper Citation Record

Observation 8fbd62f3-2875-44e5-9bb4-0f997ee5b67c · outbound

This paper cites (2022), Learning of cluster-based feature importance for electronic health record time-series , International Conference on Machine Learning, PMLR, pages 161--179.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2022), Learning of cluster-based feature importance for electronic health record time-series , International Conference on Machine Learning, PMLR, pages 161--179

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This paper cites (1968), Financial ratios, discriminant analysis and the prediction of corporate bankruptcy , Journal of Finance, 23(4), 589--609.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (1968), Financial ratios, discriminant analysis and the prediction of corporate bankruptcy , Journal of Finance, 23(4), 589--609

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2022), Has the Evergrande debt crisis rattled Chinese capital markets? A series of event studies and their implications , Finance Research Letters, 50, 103247

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2023), Does foreign competition affect corporate debt maturity structure? Evidence from import penetration , International Review of Financial Analysis, 86, 102539

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This paper cites (2023), Systematic default and return predictability in the stock and bond markets , Journal of Financial Economics, 149(3), 349--377.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2023), Systematic default and return predictability in the stock and bond markets , Journal of Financial Economics, 149(3), 349--377

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This paper cites (2017), Patient subtyping via time-aware LSTM networks , Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 65--74.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2017), Patient subtyping via time-aware LSTM networks , Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 65--74

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This paper cites (2024), Predicting financial distress using multimodal data: An attentive and regularized deep learning method , Information Processing & Management, 61(4), 103703.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2024), Predicting financial distress using multimodal data: An attentive and regularized deep learning method , Information Processing & Management, 61(4), 103703

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This paper cites (2025), US Treasury market default risk and global interbank liquidity risk , Borsa Istanbul Review, 25(1), 66--78.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2025), US Treasury market default risk and global interbank liquidity risk , Borsa Istanbul Review, 25(1), 66--78

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Observation f40cca09-deb9-4a79-a3f5-d2a4f9b23319 · outbound

This paper cites (2025), Bond defaults in China: Using machine learning to make predictions , International Review of Finance, 25(1), e70010.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2025), Bond defaults in China: Using machine learning to make predictions , International Review of Finance, 25(1), e70010

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This paper cites (2025), Deep learning for economists , Journal of Economic Literature, 63(1), 5--58.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2025), Deep learning for economists , Journal of Economic Literature, 63(1), 5--58

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This paper cites an unresolved cited work.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction Unresolved cited work

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Observation db341f20-d775-47e8-bbaa-278c52036893 · outbound

This paper cites (2012), Multiperiod corporate default prediction—A forward intensity approach , Journal of Econometrics, 170(1), 191--209.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2012), Multiperiod corporate default prediction—A forward intensity approach , Journal of Econometrics, 170(1), 191--209

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This paper cites (2023), Prediction of corporate credit ratings with machine learning: Simple interpretative models , Finance Research Letters, 58, 104648.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2023), Prediction of corporate credit ratings with machine learning: Simple interpretative models , Finance Research Letters, 58, 104648

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This paper cites (2011), Corporate bond default risk: A 150-year perspective , Journal of Financial Economics, 102(2), 233--250.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2011), Corporate bond default risk: A 150-year perspective , Journal of Financial Economics, 102(2), 233--250

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This paper cites (2024), Analyzing credit spread changes using explainable artificial intelligence , International Review of Financial Analysis, 94, 103315.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2024), Analyzing credit spread changes using explainable artificial intelligence , International Review of Financial Analysis, 94, 103315

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This paper cites and Stitz, L.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction and Stitz, L

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Observation 255d3da8-87c7-44e5-b3ff-9e606f5a5d49 · outbound

This paper cites (2023), Does prospectus readability matter for bond issuance pricing? Evidence from China , Pacific-Basin Finance Journal, 80, 102074.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2023), Does prospectus readability matter for bond issuance pricing? Evidence from China , Pacific-Basin Finance Journal, 80, 102074

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Observation 4e5971c1-a4f3-415d-bf57-f4e018addd16 · outbound

This paper cites (2024), Corporate bond default prediction using bilateral topic information of credit rating reports , International Journal of Financial Engineering, 11(03), 2443002.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2024), Corporate bond default prediction using bilateral topic information of credit rating reports , International Journal of Financial Engineering, 11(03), 2443002

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This paper cites (2019), Deep learning models for bankruptcy prediction using textual disclosures , European journal of operational research, 274(2), 743--758.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2019), Deep learning models for bankruptcy prediction using textual disclosures , European journal of operational research, 274(2), 743--758

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2024), A novel URP-CNN model for bond credit risk evaluation of Chinese listed companies , Expert Systems with Applications, 255, 124861

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2021), China's no-bailout reform: Impact on bond yields and rating standards , Journal of Banking & Finance, 133, 106282

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This paper cites and Nasim, N.B.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction and Nasim, N.B

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This paper cites and Fabozzi, F.J.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction and Fabozzi, F.J

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2023), Optimal GDP-indexed bonds , Review of Economic Dynamics, 51, 747--777

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2025), Explainable natural language processing for corporate sustainability analysis , Information Fusion, 115, 102726

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2025), Forecasting China bond default with severe class-imbalanced data: A simple learning model with causal inference , Economic Modelling, 144, 106985

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This paper cites Study on Intelligent Forecasting of Credit Bond Default Risk.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction Study on Intelligent Forecasting of Credit Bond Default Risk

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction and Olafsson, S

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2021), The value of text for small business default prediction: A deep learning approach , European Journal of Operational Research, 295(2), 758--771

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2023), A survey of sentiment analysis: Approaches, datasets, and future research , Applied Sciences, 13(7), 4550

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2024 a ), Predicting systemic financial risk with interpretable machine learning , The North American Journal of Economics and Finance, 71, 102088

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2024 b ), Unlocking the power of the topic content in news headlines: BERTopic for predicting Chinese corporate bond defaults , Finance Research Letters, 62, 105062

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction Beyond the Black Box: Interpretability of LLMs in Finance

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2025), Multi-modal deep learning for credit rating prediction using text and numerical data streams , Applied Soft Computing, 171, 112771

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2017), Attention is all you need , Advances in Neural Information Processing Systems, Curran Associates, Inc., volume 30, pages 5998--6008

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction and Ma, X

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2025), Measuring cross-modal interactions in multimodal models , Proceedings of the AAAI Conference on Artificial Intelligence, volume 39, pages 21501--21509

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction (2024), The impact of readability of risk disclosures in bond prospectuses on credit risk premium , Research in International Business and Finance, 70, 102310

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This paper cites A Method for Evaluating the Interpretability of Machine Learning Models in Predicting Bond Default Risk Based on LIME and SHAP.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction A Method for Evaluating the Interpretability of Machine Learning Models in Predicting Bond Default Risk Based on LIME and SHAP

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This paper cites and Wei, X.

Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction and Wei, X

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction , " * write output.state after.block = add.period write newline

Reference 41

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Why Bonds Fail Differently? Explainable Multimodal Learning for Multi-Class Default Prediction write newline

Reference 42

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