Who cites «EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference»

56 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

1. E-CONAN (Entailment, CONtradition And Neutral) Diagnostics Dataset Investigating Linguistic Phenomena in Arabic Natural Language Understanding — 2026 · arXiv:2609.33530
2. Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models — 2025 · Proceedings of the 29th Conference on Computational Natural Language Learning
3. Evaluating Numeracy of Language Models as a Natural Language Inference Task — 2025 · Findings of the Association for Computational Linguistics: NAACL 2025
4. Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
5. Calc-CMU at SemEval-2024 Task 7: Pre-Calc - Learning to Use the Calculator Improves Numeracy in Language Models — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
6. HIJLI_JU at SemEval-2024 Task 7: Enhancing Quantitative Question Answering Using Fine-tuned BERT Models — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
7. Infrrd.ai at SemEval-2024 Task 7: RAG-based end-to-end training to generate headlines and numbers — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
8. MAMET at SemEval-2024 Task 7: Supervised Enhanced Reasoning Agent Model — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
9. Number Cookbook: Number Understanding of Language Models and How to Improve It — 2024 · arXiv:2411.03766
10. SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
11. SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
12. Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
13. TüDuo at SemEval-2024 Task 2: Flan-T5 and Data Augmentation for Biomedical NLI — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
14. YNU-HPCC at SemEval-2024 Task 7: Instruction Fine-tuning Models for Numerical Understanding and Generation — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
15. tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
16. A Survey of Deep Learning for Mathematical Reasoning — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
17. Clemson NLP at SemEval-2023 Task 7: Applying GatorTron to Multi-Evidence Clinical NLI — 2023 · Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
18. FMI-SU at SemEval-2023 Task 7: Two-level Entailment Classification of Clinical Trials Enhanced by Contextual Data Augmentation — 2023 · Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
19. I2R at SemEval-2023 Task 7: Explanations-driven Ensemble Approach for Natural Language Inference over Clinical Trial Data — 2023 · Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
20. Improving Numeracy by Input Reframing and Quantitative Pre-Finetuning Task — 2023 · Findings of the Association for Computational Linguistics: EACL 2023
21. Intégration du raisonnement numérique dans les modèles de langue : État de l''art et direction de recherche — 2023 · Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications (CORIA)
22. Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models — 2023 · Proceedings of the 5th Clinical Natural Language Processing Workshop
23. NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
24. Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
25. SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data — 2023 · Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
26. Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference — 2023 · Proceedings of the 1st Workshop on Natural Language Reasoning and Structured Explanations (NLRSE)
27. TraVLR: Now You See It, Now You Don''t! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
28. 20Q: Overlap-Free World Knowledge Benchmark for Language Models — 2022 · Proceedings of the Second Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)
29. ANLIzing the Adversarial Natural Language Inference Dataset — 2022 · Proceedings of the Society for Computation in Linguistics 2022
30. Chaining Simultaneous Thoughts for Numerical Reasoning — 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022
31. EvEntS ReaLM: Event Reasoning of Entity States via Language Models — 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
32. Improving compositional generalization for multi-step quantitative reasoning in question answering — 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
33. LILA: A Unified Benchmark for Mathematical Reasoning — 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
34. Let the Model Decide its Curriculum for Multitask Learning — 2022 · Proceedings of the Third Workshop on Deep Learning for Low-Resource Natural Language Processing
35. Logical Inference for Counting on Semi-structured Tables — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
36. Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context — 2022 · Findings of the Association for Computational Linguistics: NAACL 2022
37. NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks — 2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
38. Numerical Correlation in Text — 2022 · Proceedings of the 1st Workshop on Mathematical Natural Language Processing (MathNLP)
39. Reasoning Like Program Executors — 2022 · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
40. Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences — 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022
41. COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences — 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
42. Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
43. IndoNLI: A Natural Language Inference Dataset for Indonesian — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
44. Investigating the Limitations of Transformers with Simple Arithmetic Tasks — 2021 · arXiv:2102.13019
45. Numerical reasoning in machine reading comprehension tasks: are we there yet? — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
46. Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance? — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
47. Representing Numbers in NLP: a Survey and a Vision — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
48. Robustness Gym: Unifying the NLP Evaluation Landscape — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations
49. UnNatural Language Inference — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
50. An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference — 2020 · Proceedings of the 24th Conference on Computational Natural Language Learning
51. ConjNLI: Natural Language Inference Over Conjunctive Sentences — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
52. Injecting Numerical Reasoning Skills into Language Models — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
53. Joint Translation and Unit Conversion for End-to-end Localization — 2020 · Proceedings of the 17th International Conference on Spoken Language Translation
54. The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
55. Do NLP Models Know Numbers? Probing Numeracy in Embeddings — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
56. Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)