conftrace_

multi-document reasoning

16 papers

Explore in graph

Co-occurring keywords · papers mentioning both

question answering (9) large language model (5) machine reading comprehension (3) evidence retrieval (2) retrieval-augmented generation (2) knowledge base (2) reading comprehension (2) multimodal learning (2) information retrieval (2) knowledge-guided generation (1)

Papers

Logic Matters in Lightweight Hallucination Classification for RAG System ACL 2026 LC-Eval: A Bilingual Multi-Task Evaluation Benchmark for Long-Context Understanding EMNLP 2025 M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025 MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025 Multi-Document Event Extraction Using Large and Small Language Models EMNLP 2025 Needle Threading: Can LLMs Follow Threads Through Near-Million-Scale Haystacks? ICLR 2025 PledgeTracker: A System for Monitoring the Fulfilment of Pledges EMNLP 2025 FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024 MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024 OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP 2024 SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers EMNLP 2024 WikiHowQA: A Comprehensive Benchmark for Multi-Document Non-Factoid Question Answering ACL 2023 SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022 CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP 2021 Answer-driven Deep Question Generation based on Reinforcement Learning COLING 2020 Question Answering by Reasoning Across Documents with Graph Convolutional Networks NAACL 2019