Yichong Xu

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 Small Models are Valuable Plug-ins for Large Language Models ACL 2024 APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023 Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023 Generate rather than Retrieve: Large Language Models are Strong Context Generators ICLR 2023 G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment EMNLP 2023 i-Code: An Integrative and Composable Multimodal Learning Framework AAAI 2023 Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles CVPR 2023 In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023 InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT EMNLP 2023 LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023 MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning ACL 2023 Sparse Modular Activation for Efficient Sequence Modeling NeurIPS 2023 An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022 Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022 DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022 Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022 Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022 Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention IJCAI 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 Leveraging Knowledge in Multilingual Commonsense Reasoning ACL 2022 REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering NeurIPS 2022 Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022 Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022 Unsupervised Multi-Granularity Summarization EMNLP 2022 Fusing Context Into Knowledge Graph for Commonsense Question Answering ACL 2021 Retrieval Enhanced Model for Commonsense Generation ACL 2021 Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021 Preference-based Reinforcement Learning with Finite-Time Guarantees NeurIPS 2020 Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information JMLR 2020 Thresholding Bandit Problem with Both Duels and Pulls AISTATS 2020 Zeroth Order Non-convex optimization with Dueling-Choice Bandits UAI 2020 DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019 Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension NAACL 2019 On Strategyproof Conference Peer Review IJCAI 2019 Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information ICML 2018 Noise-Tolerant Interactive Learning Using Pairwise Comparisons NeurIPS 2017 The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification CVPR 2015