Caixia Yuan
18 papers · 2008–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (46) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(18)
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(6)
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Century Club Β· Bronze
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(96)
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Research topics
Artificial Intelligence
(11)
Natural Language Processing
(10)
Core AI
(10)
Machine Learning
(9)
Deep Learning
(7)
Generation
(6)
Applications
(5)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Core Methods
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Architectures
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Keywords
dialogue system
(3)
large language model
(3)
task-oriented dialogue
(2)
multimodal learning
(2)
parameter-efficient fine-tuning
(2)
preference optimization
(2)
knowledge graph
(2)
policy optimization
(1)
benchmark evaluation
(1)
reinforcement learning
(1)
knowledge distillation
(1)
relation extraction
(1)
direct preference optimization
(1)
visual question answering
(1)
catastrophic forgetting
(1)
spoken language understanding
(1)
question generation
(1)
multimodal recommendation
(1)
natural language communication
(1)
knowledge graph question answering
(1)
Papers
A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation
AAAI 2025
Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents
EMNLP 2025
Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models
ACL 2025
CoTD-PO: Chain-of-Thought Distillation with Preference Optimization
EMNLP 2025
Data with High and Consistent Preference Difference Are Better for Reward Model
AAAI 2025
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning
ACL 2024
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading
EMNLP 2023
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark
ACL 2023
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph
AAAI 2023
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots
ACL 2022
Learn to Adapt for Generalized Zero-Shot Text Classification
ACL 2022
Converse, Focus and Guess - Towards Multi-Document Driven Dialogue
AAAI 2021
Slot Transferability for Cross-domain Slot Filling
ACL 2021
Task-Oriented Clustering for Dialogues
EMNLP 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization
EMNLP 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
BUPT Systems in the SIGHAN Bakeoff 2007
IJCNLP 2008