domain-specific knowledge

LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering EMNLP 2024 LLMs in Short Answer Scoring: Limitations and Promise of Zero-Shot and Few-Shot Approaches NAACL 2024 MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024 MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model EMNLP 2024 Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NeurIPS 2024 OpenResearcher: Unleashing AI for Accelerated Scientific Research EMNLP 2024 CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering EMNLP 2023 KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ACL 2023 Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022 K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021 A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining EMNLP 2020 Generating Equation by Utilizing Operators : GEO model COLING 2020 Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge EMNLP 2019 A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances EMNLP 2017 CaseSummarizer: A System for Automated Summarization of Legal Texts COLING 2016 Learning Control Knowledge for Forward Search Planning JMLR 2008