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Question Answering

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ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering ACL 2024
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024
FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024
Can You Even Tell Left From Right? Presenting a New Challenge for VQA WACV 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024
ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval ACL 2024
Diversifying Question Generation over Knowledge Base via External Natural Questions COLING 2024
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024
DocFinQA: A Long-Context Financial Reasoning Dataset ACL 2024
Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding ACL 2024
SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature Analysis NIPS 2024
Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation ACL 2024
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems ACL 2024
Exploring Hybrid Question Answering via Program-based Prompting ACL 2024
SyllabusQA: A Course Logistics Question Answering Dataset ACL 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions EMNLP 2024
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering EMNLP 2024
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations EMNLP 2024
HIJLI_JU at SemEval-2024 Task 7: Enhancing Quantitative Question Answering Using Fine-tuned BERT Models SEMEVAL 2024
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024
Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024