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Question Answering

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Towards Multilingual Audio-Visual Question Answering INTERSPEECH 2024
An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024
Prompting Whisper for QA-driven Zero-shot End-to-end Spoken Language Understanding INTERSPEECH 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation EMNLP 2024
Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024
Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering EMNLP 2024
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation EMNLP 2024
TM-PATHVQA: 90000+ Textless Multilingual Questions for Medical Visual Question Answering INTERSPEECH 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024
Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP 2024
VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding NIPS 2024
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation EMNLP 2024
Efficient SQA from Long Audio Contexts: A Policy-driven Approach INTERSPEECH 2024
DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering EMNLP 2024
BAND: Biomedical Alert News Dataset AAAI 2024
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving NIPS 2024
Zero-Shot End-To-End Spoken Question Answering In Medical Domain INTERSPEECH 2024
Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering EMNLP 2024
PCQPR: Proactive Conversational Question Planning with Reflection EMNLP 2024
I Could’ve Asked That: Reformulating Unanswerable Questions EMNLP 2024
Pre-Training Methods for Question Reranking EACL 2024