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Question Answering

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FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering NAACL 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024
ExpertQA: Expert-Curated Questions and Attributed Answers NAACL 2024
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions ACL 2024
End-to-End Beam Retrieval for Multi-Hop Question Answering NAACL 2024
QUITE: Quantifying Uncertainty in Natural Language Text in Bayesian Reasoning Scenarios EMNLP 2024
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction NAACL 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study NAACL 2024
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024
MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024
PCQPR: Proactive Conversational Question Planning with Reflection EMNLP 2024
Towards Improved Multi-Source Attribution for Long-Form Answer Generation NAACL 2024
Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training ACL 2024
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding NAACL 2024
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering EMNLP 2024
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles NIPS 2024
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos EMNLP 2024
Encoding and Controlling Global Semantics for Long-form Video Question Answering EMNLP 2024
Table Question Answering for Low-resourced Indic Languages EMNLP 2024
Mitigating Bias for Question Answering Models by Tracking Bias Influence NAACL 2024
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024
ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering ACL 2024