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Papers
FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification
AAAI 2026
How Does Knowledge Selection Help Retrieval Augmented Generation?
EMNLP 2025
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
ACL 2025
Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering
EMNLP 2025
Enhancing Knowledge Selection via Multi-level Document Semantic Graph
COLING 2024
FlexiQA: Leveraging LLM’s Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering
EACL 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering
EMNLP 2024
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval
COLING 2024
Contextual Knowledge Learning for Dialogue Generation
ACL 2023
Contrastive Learning Based ASR Robust Knowledge Selection For Spoken Dialogue System
Interspeech 2023
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
ICML 2023
Follow the Knowledge: Structural Biases and Artefacts in Knowledge Grounded Dialog Datasets
ACL 2023
Generative Knowledge Selection for Knowledge-Grounded Dialogues
EACL 2023
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge
ACL 2023
Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue
ACL 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks
ACL 2023
SLDT: Sequential Latent Document Transformer for Multilingual Document-based Dialogue
ACL 2023
Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue
EMNLP 2023
Construction of Hierarchical Structured Knowledge-based Recommendation Dialogue Dataset and Dialogue System
ACL 2022
CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations
COLING 2022
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection
EMNLP 2022
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs
NAACL 2022
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection
EMNLP 2022
Interactive Latent Knowledge Selection for E-Commerce Product Copywriting Generation
ACL 2022
Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model
COLING 2022