← Authors

Chenguang Zhu

88 papers · 2018–2025 · 14 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (7) πŸ—ΊοΈ Taxonomy Completionist (124) 🌍 Conference Polyglot (14) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (10) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (32) 🀝 Dynamic Duo (43) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (20) πŸ”¬ Deep Specialist (20) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (19) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ’Ž Century Club (88) πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (337) πŸš€ Conference Pioneer

Conferences

EMNLP (32) ACL (18) NAACL (7) CVPR (6) IJCNLP (5) ICLR (4) NIPS (4) AAAI (3) EACL (3) IJCAI (2) AACL (1) ICML (1) INTERSPEECH (1) L4DC (1)

Top co-authors

Michael Zeng (43) Yichong Xu (31) Yang Liu (29) Shuohang Wang (25) Ziyi Yang (19) Ruochen Xu (17) Wenhao Yu (14) Xuedong Huang (13) Meng Jiang (11) Yuwei Fang (10)

Keywords

text generation (15) language model (12) large language model (12) few-shot learning (11) text summarization (10) zero-shot learning (9) natural language generation (9) abstractive summarization (9) question answering (8) multimodal learning (7) in-context learning (7) dialogue summarization (6) self-supervised learning (6) knowledge graph (6) knowledge retrieval (6) pre-trained language model (5) commonsense reasoning (5) transfer learning (5) data augmentation (4) pretrained language model (4)

Papers

Law of the Weakest Link: Cross Capabilities of Large Language Models ICLR 2025
Self-Generated Critiques Boost Reward Modeling for Language Models NAACL 2025
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation CVPR 2025
Small Models are Valuable Plug-ins for Large Language Models ACL 2024
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data NAACL 2024
Soft convex quantization: revisiting Vector Quantization with convex optimization L4DC 2024
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL 2024
WPO: Enhancing RLHF with Weighted Preference Optimization EMNLP 2024
How Does In-Context Learning Help Prompt Tuning? EACL 2024
CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation CVPR 2024
P2P: Transforming from Point Supervision to Explicit Visual Prompt for Object Detection and Segmentation IJCAI 2024
Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets EMNLP 2024
i-Code Studio: A Configurable and Composable Framework for Integrative AI EMNLP 2024
i-Code: An Integrative and Composable Multimodal Learning Framework AAAI 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment EMNLP 2023
Automatic Prompt Optimization with β€œGradient Descent” and Beam Search EMNLP 2023
Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles CVPR 2023
Global Selection of Contrastive Batches via Optimization on Sample Permutations ICML 2023
Generate rather than Retrieve: Large Language Models are Strong Context Generators ICLR 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023
MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023
In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023
Summarization of Dialogues and Conversations At Scale EACL 2023
Any-to-Any Generation via Composable Diffusion NIPS 2023
Sparse Modular Activation for Efficient Sequence Modeling NIPS 2023
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023
AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering NIPS 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
SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents ACL 2022
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization ACL 2022
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ACL 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
Knowledge-Augmented Methods for Natural Language Processing ACL 2022
End-to-End Segmentation-based News Summarization ACL 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts 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
A Unified Encoder-Decoder Framework with Entity Memory EMNLP 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach EMNLP 2022
Leveraging Locality in Abstractive Text Summarization EMNLP 2022
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation EMNLP 2022
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering 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
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NIPS 2022
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention IJCAI 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts NAACL 2022
Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021
Sentence-Permuted Paragraph Generation EMNLP 2021
Injecting Entity Types into Entity-Guided Text Generation EMNLP 2021
Fusing Context Into Knowledge Graph for Commonsense Question Answering ACL 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems IJCNLP 2021
Fusing Context Into Knowledge Graph for Commonsense Question Answering IJCNLP 2021
Retrieval Enhanced Model for Commonsense Generation IJCNLP 2021
Data Augmentation for Spoken Language Understanding via Pretrained Language Models INTERSPEECH 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ACL 2021
Enhancing Factual Consistency of Abstractive Summarization NAACL 2021
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding NAACL 2021
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization NAACL 2021
Modeling Entity Knowledge for Fact Verification EMNLP 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next EMNLP 2021
Filtered Inner Product Projection for Crosslingual Embedding Alignment ICLR 2021
Retrieval Enhanced Model for Commonsense Generation ACL 2021
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising EMNLP 2020
Mixed-Lingual Pre-training for Cross-lingual Summarization AACL 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
Embedding Imputation with Grounded Language Information ACL 2019
Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering NAACL 2019
Parameter-free Sentence Embedding via Orthogonal Basis IJCNLP 2019
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue IJCNLP 2019
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue EMNLP 2019
Parameter-free Sentence Embedding via Orthogonal Basis EMNLP 2019
FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension ICLR 2018