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Question Answering

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Papers

IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations NAACL 2024
Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation NAACL 2024
WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models NAACL 2024
CBT-LLM: A Chinese Large Language Model for Cognitive Behavioral Therapy-based Mental Health Question Answering COLING 2024
Project PRIMUS at EHRSQL 2024 : Text-to-SQL Generation using Large Language Model for EHR Analysis NAACL 2024
OUNLP at SemEval-2024 Task 9: Retrieval-Augmented Generation for Solving Brain Teasers with LLMs NAACL 2024
AIRI NLP Team at EHRSQL 2024 Shared Task: T5 and Logistic Regression to the Rescue NAACL 2024
KU-DMIS at EHRSQL 2024 : Generating SQL query via question templatization in EHR NAACL 2024
BEnQA: A Question Answering Benchmark for Bengali and English ACL 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024
ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems ACL 2024
FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024
DocFinQA: A Long-Context Financial Reasoning Dataset ACL 2024
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024
PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024
Consistency Training by Synthetic Question Generation for Conversational Question Answering ACL 2024
Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training ACL 2024
ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering ACL 2024
Benchmarking Out-of-Distribution Detection in Visual Question Answering WACV 2024
Can You Even Tell Left From Right? Presenting a New Challenge for VQA WACV 2024
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024
HIJLI_JU at SemEval-2024 Task 7: Enhancing Quantitative Question Answering Using Fine-tuned BERT Models NAACL 2024
On Improving Repository-Level Code QA for Large Language Models ACL 2024