← Authors

Minghui Qiu

43 papers · 2013–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (89) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🧬 Topic Evolution 🀝 Dynamic Duo (18) ⚑ Prolific Year (17) πŸ’Ž Century Club (42) πŸ—ƒοΈ Keyword Collector (147)

Conferences

EMNLP (15) ACL (8) AAAI (5) IJCNLP (5) NAACL (5) IJCAI (2) COLING (1) CVPR (1) EACL (1)

Top co-authors

Chengyu Wang (18) Jun Huang (17) Xiaofeng He (8) Ming Gao (8) Taolin Zhang (7) Yaliang Li (6) Jianing Wang (6) Yinfei Yang (5) Forrest Bao (5) Cen Chen (5)

Keywords

few-shot learning (8) knowledge distillation (7) transfer learning (7) pre-trained language model (6) domain adaptation (6) knowledge graph (6) model compression (5) language model (3) large language model (3) knowledge base (3) representation learning (3) language model compression (3) text classification (3) knowledge injection (3) self-supervised learning (3) reinforcement learning (2) contrastive learning (2) natural language understanding (2) semantic representation (2) text mining (2)

Papers

CrossCheck-Bench: Diagnosing Compositional Failures in Multimodal Conflict Resolution AAAI 2026
Reverse Modeling in Large Language Models NAACL 2025
VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models NAACL 2025
Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding EMNLP 2023
DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics EMNLP 2023
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022
Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling NAACL 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
Learning to Augment for Data-scarce Domain BERT Knowledge Distillation AAAI 2021
Reinforced History Backtracking for Conversational Question Answering AAAI 2021
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains ACL 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining ACL 2021
Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification ACL 2021
Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources ACL 2021
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain CVPR 2021
TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification EMNLP 2021
HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression EMNLP 2021
Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021
Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021
UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains IJCNLP 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining IJCNLP 2021
Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification IJCNLP 2021
Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources IJCNLP 2021
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search IJCAI 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 IJCNLP 2015
Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews ACL 2015
Generating Supplementary Travel Guides from Social Media COLING 2014
Learning Topics and Positions from Debatepedia EMNLP 2013
A Latent Variable Model for Viewpoint Discovery from Threaded Forum Posts NAACL 2013
Mining User Relations from Online Discussions using Sentiment Analysis and Probabilistic Matrix Factorization NAACL 2013