Yichong Xu
42 papers · 2015–2024 · 13 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (13) π Academic Marathon (9) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π§
Keyword Pioneer
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(96)
π€
Dynamic Duo
(31)
π
Grand Slam
π₯
Mega-Team
(20)
π¬
Deep Specialist
(12)
π§¬
Topic Evolution
π
Trend Setter
β‘
Prolific Year
(11)
β
The Questioner
π₯
Unstoppable
(8)
ποΈ
Keyword Collector
(184)
π
Century Club
(42)
Conferences
ACL (11)
EMNLP (11)
NIPS (4)
CVPR (3)
AAAI (2)
IJCAI (2)
IJCNLP (2)
NAACL (2)
AISTATS (1)
ICLR (1)
ICML (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
question answering
(6)
commonsense reasoning
(5)
zero-shot learning
(5)
knowledge retrieval
(4)
transfer learning
(4)
self-supervised learning
(4)
large language model
(4)
pre-trained language model
(4)
multimodal learning
(4)
text summarization
(3)
visual question answering
(3)
in-context learning
(3)
semi-supervised learning
(3)
language model
(3)
dueling bandit
(3)
natural language understanding
(2)
nonparametric regression
(2)
curse of dimensionality
(2)
natural language generation
(2)
few-shot learning
(2)
Papers
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data
NAACL 2024
i-Code Studio: A Configurable and Composable Framework for Integrative AI
EMNLP 2024
Small Models are Valuable Plug-ins for Large Language Models
ACL 2024
In-Context Demonstration Selection with Cross Entropy Difference
EMNLP 2023
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles
CVPR 2023
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment
EMNLP 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization
EMNLP 2023
Sparse Modular Activation for Efficient Sequence Modeling
NIPS 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
EMNLP 2023
i-Code: An Integrative and Composable Multimodal Learning Framework
AAAI 2023
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning
ACL 2023
Generate rather than Retrieve: Large Language Models are Strong Context Generators
ICLR 2023
MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning
ACL 2023
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models
EMNLP 2023
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering
ACL 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
NIPS 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
Knowledge-Augmented Methods for Natural Language Processing
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
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering
EMNLP 2022
Automatic Rule Induction for Efficient Semi-Supervised Learning
EMNLP 2022
Unsupervised Multi-Granularity Summarization
EMNLP 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix
EMNLP 2022
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention
IJCAI 2022
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
Retrieval Enhanced Model for Commonsense Generation
ACL 2021
Fusing Context Into Knowledge Graph for Commonsense Question Answering
ACL 2021
Thresholding Bandit Problem with Both Duels and Pulls
AISTATS 2020
Preference-based Reinforcement Learning with Finite-Time Guarantees
NIPS 2020
Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information
JMLR 2020
Zeroth Order Non-convex optimization with Dueling-Choice Bandits
UAI 2020
On Strategyproof Conference Peer Review
IJCAI 2019
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
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information
ICML 2018
Noise-Tolerant Interactive Learning Using Pairwise Comparisons
NIPS 2017
The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification
CVPR 2015