Question Answering

Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions NAACL 2024 Large language model validity via enhanced conformal prediction methods NeurIPS 2024 Latent vs Explicit Knowledge Representation: How ChatGPT Answers Questions about Low-Frequency Entities COLING 2024 Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL EMNLP 2024 Learning Musical Representations for Music Performance Question Answering EMNLP 2024 Learning Relational Decomposition of Queries for Question Answering from Tables ACL 2024 Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA EMNLP 2024 Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024 Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System EMNLP 2024 Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024 Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA EMNLP 2024 Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024 LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024 Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering COLING 2024 Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024 L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL 2024 Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection EACL 2024 LFED: A Literary Fiction Evaluation Dataset for Large Language Models COLING 2024 LI4: Label-Infused Iterative Information Interacting Based Fact Verification in Question-answering Dialogue COLING 2024 Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024 Linguistically Conditioned Semantic Textual Similarity ACL 2024 LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs EMNLP 2024 LIVE: Learnable In-Context Vector for Visual Question Answering NeurIPS 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024