Caixia Yuan
20 papers · 2008–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) π§ Keyword Pioneer π Academic Marathon (17) π Conference Polyglot (5) π Renaissance Researcher (8)
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Renaissance Researcher
(8)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(50)
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Dynamic Duo
(20)
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Topic Evolution
β‘
Prolific Year
(5)
π
Trend Setter
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(98)
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Century Club
(20)
Conferences
ACL (7)
EMNLP (5)
AAAI (4)
IJCNLP (3)
CONLL (1)
Top co-authors
Keywords
dialogue system
(3)
large language model
(3)
task-oriented dialogue
(2)
knowledge graph
(2)
parameter-efficient fine-tuning
(2)
preference optimization
(2)
multimodal learning
(2)
benchmark evaluation
(1)
catastrophic forgetting
(1)
contrastive learning
(1)
direct preference optimization
(1)
knowledge distillation
(1)
relation extraction
(1)
visual question answering
(1)
multimodal recommendation
(1)
continual learning
(1)
question generation
(1)
curriculum learning
(1)
spoken language understanding
(1)
knowledge graph question answering
(1)
Papers
Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents
EMNLP 2025
A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation
AAAI 2025
Data with High and Consistent Preference Difference Are Better for Reward Model
AAAI 2025
CoTD-PO: Chain-of-Thought Distillation with Preference Optimization
EMNLP 2025
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models
ACL 2025
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning
ACL 2024
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph
AAAI 2023
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark
ACL 2023
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading
EMNLP 2023
Learn to Adapt for Generalized Zero-Shot Text Classification
ACL 2022
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots
ACL 2022
Slot Transferability for Cross-domain Slot Filling
IJCNLP 2021
Slot Transferability for Cross-domain Slot Filling
ACL 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization
EMNLP 2021
Task-Oriented Clustering for Dialogues
EMNLP 2021
Converse, Focus and Guess - Towards Multi-Document Driven Dialogue
AAAI 2021
MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention
CONLL 2019
Accurate Learning for Chinese Function Tags from Minimal Features
ACL 2009
Accurate Learning for Chinese Function Tags from Minimal Features
IJCNLP 2009
BUPT Systems in the SIGHAN Bakeoff 2007
IJCNLP 2008