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Question Answering

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HW-TSC at SemEval-2024 Task 9: Exploring Prompt Engineering Strategies for Brain Teaser Puzzles Through LLMs NAACL 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering ACL 2024
KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning NAACL 2024
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA NAACL 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization NAACL 2024
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data NAACL 2024
Tree-of-Question: Structured Retrieval Framework for Korean Question Answering Systems NAACL 2024
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering NAACL 2024
Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question Answering NAACL 2024
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024
ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis ACL 2024
BizBench: A Quantitative Reasoning Benchmark for Business and Finance ACL 2024
DeBERTa at SemEval-2024 Task 9: Using DeBERTa for Defying Common Sense NAACL 2024
Retrieval-based Question Answering with Passage Expansion Using a Knowledge Graph COLING 2024
Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs COLING 2024
ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search COLING 2024
M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024
PolQA: Polish Question Answering Dataset COLING 2024
On the Adaptation of Unlimiformer for Decoder-Only Transformers COLING 2024
No Need for Large-Scale Search: Exploring Large Language Models in Complex Knowledge Base Question Answering COLING 2024
MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property COLING 2024
MedQA-SWE - a Clinical Question & Answer Dataset for Swedish COLING 2024
Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering COLING 2024
Latent vs Explicit Knowledge Representation: How ChatGPT Answers Questions about Low-Frequency Entities COLING 2024