← Authors

Ming Zhong

39 papers · 2019–2026 · 12 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (9) πŸ—ΊοΈ Taxonomy Completionist (80) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (12) 🀝 Dynamic Duo (13) πŸ† Grand Slam πŸ‘₯ Mega-Team (23) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (160) ⚑ Prolific Year (5) ❓ The Questioner πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (37)

Conferences

EMNLP (15) ACL (8) AAAI (4) ICLR (3) COLING (2) EACL (1) ICCV (1) ICML (1) IJCAI (1) IJCNLP (1) NAACL (1) NIPS (1)

Top co-authors

Jiawei Han (13) Xipeng Qiu (9) Yizhu Jiao (7) Xuanjing Huang (7) Chenxin An (6) Heng Ji (6) Yang Liu (6) Siru Ouyang (6) Danqing Wang (5) Chenguang Zhu (5)

Keywords

text summarization (7) large language model (6) extractive summarization (5) information extraction (5) language model (4) question answering (4) abstractive summarization (4) neural network (3) dialogue summarization (2) contrastive learning (2) domain adaptation (2) code generation (2) long context (2) event extraction (2) zero-shot learning (2) instruction tuning (2) meeting summarization (2) document summarization (2) unsupervised learning (2) text generation (2)

Papers

Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering AAAI 2026
Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data AAAI 2026
Aligning VLM Assistants with Personalized Situated Cognition ACL 2025
Why Does the Effective Context Length of LLMs Fall Short? ICLR 2025
Law of the Weakest Link: Cross Capabilities of Large Language Models ICLR 2025
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science EMNLP 2025
A Survey on Training-free Alignment of Large Language Models EMNLP 2025
Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025
ComBack: A Versatile Dataset for Enhancing Compiler Backend Development Efficiency NIPS 2024
ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024
L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL 2024
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation EMNLP 2024
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective ICLR 2024
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire EACL 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction EMNLP 2023
Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data EMNLP 2023
ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision ACL 2023
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation ACL 2023
Towards Saner Deep Image Registration ICCV 2023
Mimicking the Thinking Process for Emotion Recognition in Conversation with Prompts and Paraphrasing IJCAI 2023
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022
Unsupervised Multi-Granularity Summarization EMNLP 2022
Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING 2022
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022
CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization COLING 2022
Open-Vocabulary Argument Role Prediction For Event Extraction EMNLP 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022
Enhancing Scientific Papers Summarization with Citation Graph AAAI 2021
GEM: A General Evaluation Benchmark for Multimodal Tasks IJCNLP 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization NAACL 2021
GEM: A General Evaluation Benchmark for Multimodal Tasks ACL 2021
Learning Interaction Kernels for Agent Systems on Riemannian Manifolds ICML 2021
Extractive Summarization as Text Matching ACL 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems EMNLP 2020
A Closer Look at Data Bias in Neural Extractive Summarization Models EMNLP 2019
Searching for Effective Neural Extractive Summarization: What Works and What’s Next ACL 2019