Dandan Song
23 papers · 2015–2026 · 8 venues · across top CS/AI venues
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large language model
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long short-term memory
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dialogue generation
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domain adaptation
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multi-hop reasoning
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time delay neural network
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knowledge graph
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question answering
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knowledge base question answering
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named entity recognition
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curriculum learning
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feature extraction
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relation extraction
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Papers
ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models
AAAI 2026
A Persona-Aware LLM-Enhanced Framework for Multi-Session Personalized Dialogue Generation
ACL 2025
CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering
EMNLP 2025
Detecting Hallucination in Large Language Models Through Deep Internal Representation Analysis
IJCAI 2025
Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model
ACL 2025
GRV-KBQA: A Three-Stage Framework for Knowledge Base Question Answering with Decoupled Logical Structure, Semantic Grounding and Structure-Aware Validation
EMNLP 2025
Path-enhanced Pre-trained Language Model for Knowledge Graph Completion
EMNLP 2025
A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval
EMNLP 2024
Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering
EMNLP 2024
PEK: A Parameter-Efficient Framework for Knowledge-Grounded Dialogue Generation
ACL 2024
Separation and Fusion: A Novel Multiple Token Linking Model for Event Argument Extraction
NAACL 2024
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking
AAAI 2023
A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction
COLING 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction
AACL 2022
Dynamic Multi-Scale Convolution for Dialect Identification
Interspeech 2021
Modularized Interaction Network for Named Entity Recognition
ACL 2021
THUEE System for NIST SRE19 CTS Challenge
Interspeech 2020
Transformer with Bidirectional Decoder for Speech Recognition
Interspeech 2020
Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis
IJCAI 2019
CAGAN: Consistent Adversarial Training Enhanced GANs
IJCAI 2018
Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains
ACL 2017
LDTM: A Latent Document Type Model for Cumulative Citation Recommendation
EMNLP 2015
Topic Modeling with Document Relative Similarities
IJCAI 2015