conftrace_

tabular reasoning

18 papers

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Co-occurring keywords · papers mentioning both

large language model (7) natural language inference (7) table question answering (3) few-shot learning (3) tabular natural language inference (2) external knowledge (2) hypothesis generation (2) counterfactual generation (2) pre-trained language model (2) language model (2)

Papers

ARQA: A Benchmark for Grounded Table–Text QA in Enterprise Annual Reports EACL 2026 Rethinking Table Pruning in TableQA: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search ACL 2026 Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph ACL 2026 AveniBench: Accessible and Versatile Evaluation of Finance Intelligence COLING 2025 CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs SemEval 2025 How well do LLMs reason over tabular data, really? ACL 2025 EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024 Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs COLING 2024 Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023 Enhancing Tabular Reasoning with Pattern Exploiting Training AACL 2022 Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022 PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training EMNLP 2022 Realistic Data Augmentation Framework for Enhancing Tabular Reasoning EMNLP 2022 Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022 Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022 XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference ACL 2022 Incorporating External Knowledge to Enhance Tabular Reasoning NAACL 2021 TabPert : An Effective Platform for Tabular Perturbation EMNLP 2021