conftrace_

table understanding

113 papers

Explore in graph

Co-occurring keywords · papers mentioning both

large language model (33) question answering (32) multimodal learning (19) fact verification (13) semantic parsing (12) tabular data (11) benchmark evaluation (11) table question answering (10) table processing (7) pre-trained language model (7)

Papers

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 TableLlama: Towards Open Large Generalist Models for Tables NAACL 2024 TableRAG: Million-Token Table Understanding with Language Models NeurIPS 2024 Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ACL 2024 TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NeurIPS 2024 Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024 Unknown Claims: Generation of Fact-Checking Training Examples from Unstructured and Structured Data EMNLP 2024 Visualization Recommendation with Prompt-based Reprogramming of Large Language Models ACL 2024 AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023 Benchmarking Diverse-Modal Entity Linking with Generative Models ACL 2023 Beyond Pure Text: Summarizing Financial Reports Based on Both Textual and Tabular Data IJCAI 2023 Binding Language Models in Symbolic Languages ICLR 2023 Chain-of-Thought Reasoning in Tabular Language Models EMNLP 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 Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering ACL 2023 NameGuess: Column Name Expansion for Tabular Data EMNLP 2023 Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking EACL 2023 S2abEL: A Dataset for Entity Linking from Scientific Tables EMNLP 2023 S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering ACL 2023 SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables EMNLP 2023 Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports ACL 2023 TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023