numerical reasoning

NumPert: Numerical Perturbations to Probe Language Models for Veracity Prediction IJCNLP 2025 Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025 Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can’t Answer? NAACL 2025 TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data EMNLP 2025 TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025 Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales NAACL 2025 The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025 The Lookahead Limitation: Why Multi-Operand Addition is Hard for LLMs EMNLP 2025 Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025 VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning AAAI 2025 A Perspectivist Corpus of Numbers in Social Judgements COLING 2024 APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning COLING 2024 Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding SemEval 2024 Bridging Numerical Reasoning and Headline Generation for Enhanced Language Models SemEval 2024 CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024 CTYUN-AI at SemEval-2024 Task 7: Boosting Numerical Understanding with Limited Data Through Effective Data Alignment SemEval 2024 DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training SemEval 2024 DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness SemEval 2024 DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents ACL 2024 Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ACL 2024 Evaluating Numerical Reasoning in Text-to-Image Models NeurIPS 2024 Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models AAAI 2024 Exploring Internal Numeracy in Language Models: A Case Study on ALBERT COLING 2024 FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering NAACL 2024 hinoki at SemEval-2024 Task 7: Numeral-Aware Headline Generation (English) SemEval 2024