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question-answering-on-tat-qa

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PaperCodeF1Exact MatchModelNameReleaseDate
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data✓ Link88.481.4TAT-LLM (70B)2024-01-24
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data✓ Link85.977.5TAT-LLM (13B)2024-01-24
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data✓ Link85.176.4TAT-LLM (7B)2024-01-24
Multi-View Graph Representation Learning for Answering Hybrid Numerical Reasoning Question✓ Link79.170.9MVGE2023-05-05
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder✓ Link78.070.3RegHNT2022-09-16
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation✓ Link76.067.1UniRPG (BART-large)2022-10-15
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance✓ Link58.050.1TAGOP2021-05-17
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link80.8GPT-42024-03-04
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link59.1GPT-3.5-turbo2024-03-04
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link52.2ProTrix-Coder2024-03-04
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link50.1ProTrix2024-03-04
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link28.7Llama-2-7B2024-03-04
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context✓ Link28.4CodeLlama-7B2024-03-04
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