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Papers
CFEVER: A Chinese Fact Extraction and VERification Dataset
AAAI 2024
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
ACL 2024
ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles
CVPR 2024
ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval
ACL 2024
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance
AAAI 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature
EMNLP 2024
Delving into the Reversal Curse: How Far Can Large Language Models Generalize?
NeurIPS 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning
EMNLP 2024
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models
NAACL 2024
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
NeurIPS 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation
EMNLP 2024
Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded Dialogue
COLING 2024
EpiGEN: An Efficient Multi-Api Code GENeration Framework under Enterprise Scenario
COLING 2024
From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue
AAAI 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
ACL 2024
Generative Multi-Modal Knowledge Retrieval with Large Language Models
AAAI 2024
H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering
EMNLP 2024
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries
EMNLP 2024
KaPQA: Knowledge-Augmented Product Question-Answering
ACL 2024
KAUCUS - Knowledgeable User Simulators for Training Large Language Models
EACL 2024
KG-CoT: Chain-of-Thought Prompting of Large Language Models over Knowledge Graphs for Knowledge-Aware Question Answering
IJCAI 2024
KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model
EMNLP 2024
“Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation
EMNLP 2024
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
ICLR 2024
KTRL+F: Knowledge-Augmented In-Document Search
NAACL 2024