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causal classification

5 papers

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financial text (1) large language model (1) transformer model (1) causal understanding (1) memorization probing (1) causal language (1) multi-headed attention (1) cause-effect span extraction (1) social media (1) outcome prediction (1)

Papers

A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse EMNLP 2025 Causal Understanding by LLMs: The Role of Uncertainty EMNLP 2025 Causal Classification: Treatment Effect Estimation vs. Outcome Prediction JMLR 2022 ProsperAMnet at FinCausal 2020, Task 1 & 2: Modeling causality in financial texts using multi-headed transformers COLING 2020 UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language Models COLING 2020