Ming Gong

46 papers · 2019–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (80) 🏆 Keyword Champion (3) 👥 Mega-Team (24) 🤝 Dynamic Duo (37) 🔬 Deep Specialist (12) 🚀 Conference Pioneer 📈 Trend Setter 🗃️ Keyword Collector (203) 💎 Century Club (46) 🔥 Unstoppable (7) ❓ The Questioner ⚡ Prolific Year (10)

Conferences

EMNLP (15) ACL (11) AAAI (6) IJCNLP (6) COLING (3) AACL (1) ECCV (1) ICLR (1) IJCAI (1) NAACL (1)

Top co-authors

Daxin Jiang (37) Linjun Shou (36) Nan Duan (22) Jian Pei (11) Ming Zhou (9) Duyu Tang (8) Yaobo Liang (7) Ning Wu (6) Wanjun Zhong (5) Nuo Chen (5)

Research topics

Understanding (1)

Keywords

cross-lingual transfer (10) contrastive learning (7) pre-trained language model (6) question answering (6) transfer learning (5) machine reading comprehension (5) dense retrieval (4) pre-trained model (4) natural language processing (3) cross-lingual machine reading comprehension (3) knowledge distillation (3) large language model (3) multilingual model (3) representation learning (3) cross-lingual pre-training (3) code search (3) unsupervised learning (3) knowledge base (2) model architecture (2) spoken language understanding (2)

Papers

ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025

Selected Languages are All You Need for Cross-lingual Truthfulness Transfer COLING 2025

Grounding Language Models for Visual Entity Recognition ECCV 2024

Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024

Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency EMNLP 2023

A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023

Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval ICLR 2023

WIERT: Web Information Extraction via Render Tree AAAI 2023

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023

Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023

Structural Contrastive Pretraining for Cross-Lingual Comprehension ACL 2023

Instructed Language Models with Retrievers Are Powerful Entity Linkers EMNLP 2023

From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension AAAI 2022

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA EMNLP 2022

Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval IJCAI 2022

Multi-View Document Representation Learning for Open-Domain Dense Retrieval ACL 2022

Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval EMNLP 2022

Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022

Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval EMNLP 2022

Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 2022

Syntax-Enhanced Pre-trained Model ACL 2021

Reinforced Multi-Teacher Selection for Knowledge Distillation AAAI 2021

CoSQA: 20,000+ Web Queries for Code Search and Question Answering ACL 2021

GLGE: A New General Language Generation Evaluation Benchmark ACL 2021

Retrieval Enhanced Model for Commonsense Generation ACL 2021

Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP 2021

WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021

Syntax-Enhanced Pre-trained Model IJCNLP 2021

CoSQA: 20,000+ Web Queries for Code Search and Question Answering IJCNLP 2021

GLGE: A New General Language Generation Evaluation Benchmark IJCNLP 2021

Retrieval Enhanced Model for Commonsense Generation IJCNLP 2021

No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension EMNLP 2020

Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering AAAI 2020

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training AAAI 2020

XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020

Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension ACL 2020

Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation COLING 2020

MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension AACL 2020

A Graph Representation of Semi-structured Data for Web Question Answering COLING 2020

CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020

NeuronBlocks: Building Your NLP DNN Models Like Playing Lego EMNLP 2019

Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL 2019

Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks IJCNLP 2019

NeuronBlocks: Building Your NLP DNN Models Like Playing Lego IJCNLP 2019

Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019