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Question Answering

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SCaLAR NITK at SemEval-2024 Task 5: Towards Unsupervised Question Answering system with Multi-level Summarization for Legal Text SEMEVAL 2024
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation EMNLP 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NIPS 2024
Automated Question-Answer Generation for Evaluating RAG-based Chatbots COLING 2024
Instruction Tuning Large Language Models to Understand Electronic Health Records NIPS 2024
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NIPS 2024
GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024
Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System EMNLP 2024
Detecting Temporal Ambiguity in Questions EMNLP 2024
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data COLING 2024
DisGeM: Distractor Generation for Multiple Choice Questions with Span Masking EMNLP 2024
Fine-tuning Smaller Language Models for Question Answering over Financial Documents EMNLP 2024
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs EMNLP 2024
SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs ACL 2024
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024
Exploring Hint Generation Approaches for Open-Domain Question Answering EMNLP 2024
Insights of a Usability Study for KBQA Interactive Semantic Parsing: Generation Yields Benefits over Templates but External Validity Remains Challenging COLING 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024
Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024
Application of Generative AI as an Enterprise Wikibase Knowledge Graph Q&A System ACL 2024
Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding ACL 2024
PEDANTS: Cheap but Effective and Interpretable Answer Equivalence EMNLP 2024
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA EMNLP 2024
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024