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Question Answering

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Papers

ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis ACL 2024
You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024
BizBench: A Quantitative Reasoning Benchmark for Business and Finance ACL 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
KGConv, a Conversational Corpus Grounded in Wikidata COLING 2024
ANAH: Analytical Annotation of Hallucinations in Large Language Models ACL 2024
KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery IJCAI 2024
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering COLING 2024
JEMHopQA: Dataset for Japanese Explainable Multi-Hop Question Answering COLING 2024
JDocQA: Japanese Document Question Answering Dataset for Generative Language Models COLING 2024
Introducing CQuAE : A New French Contextualised Question-Answering Corpus for the Education Domain COLING 2024
PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024
HintMiner: Automatic Question Hints Mining From Q&A Web Posts with Language Model via Self-Supervised Learning AISTATS 2024
EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models ACL 2024
POP-VQA - Privacy Preserving, On-Device, Personalized Visual Question Answering WACV 2024