← Authors

Michael Zeng

54 papers · 2019–2024 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (6) πŸƒ Academic Marathon (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (12) πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🀝 Dynamic Duo (43) πŸ† Grand Slam πŸ‘₯ Mega-Team (20) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (227) ⚑ Prolific Year (12) πŸ’Ž Century Club (54) ❓ The Questioner πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

EMNLP (16) ACL (9) CVPR (5) INTERSPEECH (5) NIPS (5) NAACL (4) AAAI (3) IJCNLP (3) AACL (1) ICLR (1) ICML (1) IJCAI (1)

Top co-authors

Chenguang Zhu (43) Yichong Xu (21) Yang Liu (19) Xuedong Huang (16) Shuohang Wang (14) Ruochen Xu (14) Yuwei Fang (9) Yao Qian (9) Ziyi Yang (8) Lu Yuan (6)

Keywords

language model (11) multimodal learning (8) zero-shot learning (7) text generation (7) multi-task learning (7) transfer learning (6) text summarization (6) self-supervised learning (6) abstractive summarization (6) few-shot learning (6) natural language generation (5) pre-trained language model (5) large language model (5) automatic speech recognition (4) image captioning (3) dialogue summarization (3) speech recognition (3) data augmentation (3) spoken language understanding (3) visual question answering (3)

Papers

CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations NIPS 2024
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks CVPR 2024
i-Code Studio: A Configurable and Composable Framework for Integrative AI EMNLP 2024
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data NAACL 2024
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation NIPS 2024
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023
Automatic Prompt Optimization with β€œGradient Descent” and Beam Search EMNLP 2023
Generate rather than Retrieve: Large Language Models are Strong Context Generators ICLR 2023
Any-to-Any Generation via Composable Diffusion NIPS 2023
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation NIPS 2023
i-Code: An Integrative and Composable Multimodal Learning Framework AAAI 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023
Adapting Multi-Lingual ASR Models for Handling Multiple Talkers INTERSPEECH 2023
ReCo: Region-Controlled Text-to-Image Generation CVPR 2023
Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention IJCAI 2022
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding AAAI 2022
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering ACL 2022
End-to-End Segmentation-based News Summarization ACL 2022
Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022
Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022
An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022
CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation EMNLP 2022
Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022
Narrate Dialogues for Better Summarization EMNLP 2022
Unsupervised Multi-Granularity Summarization EMNLP 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning NIPS 2022
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding NAACL 2021
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021
Fusing Context Into Knowledge Graph for Commonsense Question Answering IJCNLP 2021
Retrieval Enhanced Model for Commonsense Generation IJCNLP 2021
Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021
Modeling Entity Knowledge for Fact Verification EMNLP 2021
Data Augmentation for Spoken Language Understanding via Pretrained Language Models INTERSPEECH 2021
Fusing Context Into Knowledge Graph for Commonsense Question Answering ACL 2021
Enhancing Factual Consistency of Abstractive Summarization NAACL 2021
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization NAACL 2021
Retrieval Enhanced Model for Commonsense Generation ACL 2021
Sequence-Level Self-Learning with Multiple Hypotheses INTERSPEECH 2020
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining EMNLP 2020
Few-shot Natural Language Generation for Task-Oriented Dialog EMNLP 2020
Discriminative Transfer Learning for Optimizing ASR and Semantic Labeling in Task-Oriented Spoken Dialog INTERSPEECH 2020
Mixed-Lingual Pre-training for Cross-lingual Summarization AACL 2020
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising EMNLP 2020
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue EMNLP 2019
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue IJCNLP 2019
Meeting Transcription Using Asynchronous Distant Microphones INTERSPEECH 2019