Chenguang Zhu

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 “Gradient 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