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Question Answering

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M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024
Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses EMNLP 2024
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NIPS 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering EMNLP 2024
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024
HIJLI_JU at SemEval-2024 Task 7: Enhancing Quantitative Question Answering Using Fine-tuned BERT Models SEMEVAL 2024
DeBERTa at SemEval-2024 Task 9: Using DeBERTa for Defying Common Sense SEMEVAL 2024
H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering EMNLP 2024
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering EMNLP 2024
More Bang for your Context: Virtual Documents for Question Answering over Long Documents EMNLP 2024
Synthetic Multimodal Question Generation EMNLP 2024
Knowledge-Aware Reasoning over Multimodal Semi-structured Tables EMNLP 2024
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions EMNLP 2024
ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering EMNLP 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization EMNLP 2024
Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering EMNLP 2024
Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA EMNLP 2024
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models NIPS 2024
Using LLMs to simulate students’ responses to exam questions EMNLP 2024
A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval EMNLP 2024
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024