conftrace_

table understanding

132 papers

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Co-occurring keywords

question answering (2963) large language model (13587) fact verification (257) table question answering (121) tabular datum (226) semantic parsing (960) multimodal learning (4645) evidence finding (14) statement verification (18) benchmark evaluation (1556)

Papers

TableLlama: Towards Open Large Generalist Models for Tables NAACL 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NIPS 2024
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs ACL 2024
Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024
Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension ACL 2024
MATSA: Multi-Agent Table Structure Attribution EMNLP 2024
TableRAG: Million-Token Table Understanding with Language Models NIPS 2024
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation NIPS 2024
OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables ACL 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ACL 2024
OpenT2T: An Open-Source Toolkit for Table-to-Text Generation EMNLP 2024
Visualization Recommendation with Prompt-based Reprogramming of Large Language Models ACL 2024
Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables EMNLP 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models ACL 2023
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering ACL 2023
TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023
Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports ACL 2023
NameGuess: Column Name Expansion for Tabular Data EMNLP 2023
S2abEL: A Dataset for Entity Linking from Scientific Tables EMNLP 2023
UnifEE: Unified Evidence Extraction for Fact Verification EACL 2023
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data AAAI 2023
Identifying Quantifiably Verifiable Statements from Text ACL 2023
MAFiD: Moving Average Equipped Fusion-in-Decoder for Question Answering over Tabular and Textual Data EACL 2023