Minghui Qiu

Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning ACL 2026 CrossCheck-Bench: Diagnosing Compositional Failures in Multimodal Conflict Resolution AAAI 2026 GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking CVPR 2026 Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025 Reverse Modeling in Large Language Models NAACL 2025 VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models NAACL 2025 DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics EMNLP 2023 Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding EMNLP 2023 ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022 DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022 EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022 KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022 Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022 SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022 SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling NAACL 2022 Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022 HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression EMNLP 2021 Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain CVPR 2021 KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021 Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources ACL 2021 Learning to Augment for Data-scarce Domain BERT Knowledge Distillation AAAI 2021 Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021 Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains ACL 2021 Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification ACL 2021 Reinforced History Backtracking for Conversational Question Answering AAAI 2021 SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining ACL 2021 TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification EMNLP 2021 UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021 Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021 AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search IJCAI 2020 Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020 IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection IJCAI 2018 Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce ACL 2018 AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine ACL 2017 Aspect Extraction from Product Reviews Using Category Hierarchy Information EACL 2017 Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews ACL 2015 Generating Supplementary Travel Guides from Social Media COLING 2014 A Latent Variable Model for Viewpoint Discovery from Threaded Forum Posts NAACL 2013 Learning Topics and Positions from Debatepedia EMNLP 2013 Mining User Relations from Online Discussions using Sentiment Analysis and Probabilistic Matrix Factorization NAACL 2013