numerical reasoning

FinQA: A Dataset of Numerical Reasoning over Financial Data EMNLP 2021 Have You Seen That Number? Investigating Extrapolation in Question Answering Models EMNLP 2021 Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text EMNLP 2021 Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model EMNLP 2021 Learning Mathematical Properties of Integers EMNLP 2021 Math Word Problem Solving with Explicit Numerical Values ACL 2021 NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset EMNLP 2021 Numeracy enhances the Literacy of Language Models EMNLP 2021 Numerical reasoning in machine reading comprehension tasks: are we there yet? EMNLP 2021 TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance ACL 2021 Towards Table-to-Text Generation with Numerical Reasoning ACL 2021 Injecting Numerical Reasoning Skills into Language Models ACL 2020 Methods for Numeracy-Preserving Word Embeddings EMNLP 2020 Question Directed Graph Attention Network for Numerical Reasoning over Text EMNLP 2020 Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP 2019 DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs NAACL 2019 EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference CoNLL 2019 Exploring Numeracy in Word Embeddings ACL 2019 Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension EMNLP 2019 NumNet: Machine Reading Comprehension with Numerical Reasoning EMNLP 2019 Neural Arithmetic Logic Units NeurIPS 2018