conftrace_

quantitative reasoning

24 papers

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Co-occurring keywords

question answering (2963) large language model (13587) benchmark evaluation (1556) numerical reasoning (145) multi-agent system (1819) multiple choice (55) language model (4599) compositional generalization (203) reading comprehension (377) bert model (333)

Papers

Counting and Reasoning with Plans AAAI 2025
One More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning EMNLP 2025
Contract-based Design and Verification of Multi-Agent Systems with Quantitative Temporal Requirements AAAI 2025
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models EMNLP 2024
BizBench: A Quantitative Reasoning Benchmark for Business and Finance ACL 2024
HIJLI_JU at SemEval-2024 Task 7: Enhancing Quantitative Question Answering Using Fine-tuned BERT Models SEMEVAL 2024
YNU-HPCC at SemEval-2024 Task 7: Instruction Fine-tuning Models for Numerical Understanding and Generation SEMEVAL 2024
HIJLI_JU at SemEval-2024 Task 7: Enhancing Quantitative Question Answering Using Fine-tuned BERT Models NAACL 2024
Quantitative Reasoning over Incomplete Abstract Argumentation Frameworks IJCAI 2024
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data ACL 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NIPS 2024
Identifying Quantifiably Verifiable Statements from Text ACL 2023
Quantitative Reasoning and Structural Complexity for Claim-Centric Argumentation IJCAI 2023
Counterfactual Dynamics Forecasting – a New Setting of Quantitative Reasoning AAAI 2023
Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning ACL 2023
Solving Quantitative Reasoning Problems with Language Models NIPS 2022
Numerical Correlation in Text EMNLP 2022
LTL on Weighted Finite Traces: Formal Foundations and Algorithms IJCAI 2022
Utilizing Treewidth for Quantitative Reasoning on Epistemic Logic Programs (Extended Abstract) IJCAI 2022
Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference CONLL 2019
A Better Algorithm for Societal Tradeoffs AAAI 2019
Reasoning about Quality and Fuzziness of Strategic Behaviours IJCAI 2019
How Large Are Lions? Inducing Distributions over Quantitative Attributes ACL 2019