Xiaojun Quan

ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents ACL 2026 ProFuser: Progressive Fusion of Large Language Models AAAI 2026 Advantage-Guided Distillation for Preference Alignment in Small Language Models ICLR 2025 Mutual-Taught for Co-adapting Policy and Reward Models ACL 2025 Weighted-Reward Preference Optimization for Implicit Model Fusion ICLR 2025 Cool-Fusion: Fuse Large Language Models without Training ACL 2025 ThinkSwitcher: When to Think Hard, When to Think Fast EMNLP 2025 FuseChat: Knowledge Fusion of Chat Models EMNLP 2025 Edit-Wise Preference Optimization for Grammatical Error Correction COLING 2025 BlockPruner: Fine-grained Pruning for Large Language Models ACL 2025 Discriminative Policy Optimization for Token-Level Reward Models ICML 2025 ReAlign: Structured Revision for Small Language Model Alignment EMNLP 2025 Knowledge Fusion of Large Language Models ICLR 2024 Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024 Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector ACL 2024 Self-Evolution Fine-Tuning for Policy Optimization EMNLP 2024 Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024 APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models EMNLP 2023 A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023 Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection AAAI 2023 MUSTIE: Multimodal Structural Transformer for Web Information Extraction ACL 2023 AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression ACL 2023 Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog ACL 2023 Disentangled Phonetic Representation for Chinese Spelling Correction ACL 2023 Joint Generator-Ranker Learning for Natural Language Generation ACL 2023 Clustering-Aware Negative Sampling for Unsupervised Sentence Representation ACL 2023 MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction ACL 2023 Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems EMNLP 2023 Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System EMNLP 2023 Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration EMNLP 2023 PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection EMNLP 2023 MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023 AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning NIPS 2022 Autoregressive Entity Generation for End-to-End Task-Oriented Dialog COLING 2022 GL-RG: Global-Local Representation Granularity for Video Captioning IJCAI 2022 Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation EMNLP 2022 XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022 Syntax-Enhanced Pre-trained Model IJCNLP 2021 Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory IJCNLP 2021 Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory ACL 2021 Multi-Document Transformer for Personality Detection AAAI 2021 DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition AAAI 2021 Psycholinguistic Tripartite Graph Network for Personality Detection ACL 2021 Directed Acyclic Graph Network for Conversational Emotion Recognition ACL 2021 Syntax-Enhanced Pre-trained Model ACL 2021 Learning to Answer Psychological Questionnaire for Personality Detection EMNLP 2021 Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene IJCNLP 2021 Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene ACL 2021 UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2 AAAI 2021 Psycholinguistic Tripartite Graph Network for Personality Detection IJCNLP 2021 Directed Acyclic Graph Network for Conversational Emotion Recognition IJCNLP 2021 Embedding Dynamic Attributed Networks by Modeling the Evolution Processes COLING 2020 Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge ACL 2020 Multi-Domain Dialogue Acts and Response Co-Generation ACL 2020 Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL 2020 Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020 Relational Graph Attention Network for Aspect-based Sentiment Analysis ACL 2020 Constituency Lattice Encoding for Aspect Term Extraction COLING 2020 Multi-choice Relational Reasoning for Machine Reading Comprehension COLING 2020 BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization ACL 2019 A Deep Neural Information Fusion Architecture for Textual Network Embeddings EMNLP 2019 A Deep Neural Information Fusion Architecture for Textual Network Embeddings IJCNLP 2019 Short and Sparse Text Topic Modeling via Self-Aggregation IJCAI 2015 Regularizing Flat Latent Variables with Hierarchical Structures IJCAI 2015 Non-Monotonic Sentence Alignment via Semisupervised Learning ACL 2013