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