Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation

Xin Wang, Qiuyuan Huang, Jianfeng Gao, +4

Artificial IntelligenceLanguage GroundingEngineeringMachine LearningMultimodal Learning +16

What Makes Good In-Context Examples for GPT-3?

Jiachang Liu, Dinghan Shen, Yizhe Zhang, +3

Artificial IntelligenceEngineeringMachine LearningKnowledge ExtractionJiachang Liu +17

Joint Embedding of Words and Labels for Text Classification

Guoyin Wang, Chunyuan Li, Wenlin Wang, +5

EngineeringText MiningWord EmbeddingsApplied LinguisticsNatural Language Processing +14

Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms

Dinghan Shen, Guoyin Wang, Wenlin Wang, +6

EngineeringCross-lingual RepresentationPsycholinguisticsMultilingual PretrainingSemantics +20

Adversarial feature matching for text generation

Yizhe Zhang, Zhe Gan, Kai Fan, +4

International Conference on Machine Learning

Artificial IntelligenceEngineeringMachine LearningGenerative SystemData Generation +16

What Makes Good In-Context Examples for GPT-$3$?

Jiachang Liu, Dinghan Shen, Yizhe Zhang, +3

arXiv (Cornell University)

Few-shot LearningLlm Fine-tuningEngineeringMachine LearningGeneration Benchmarks +18

Adversarial Feature Matching for Text Generation

Yizhe Zhang, Zhe Gan, Kai Fan, +4

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningGenerative SystemAdversarial Feature Matching +15

A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation

Dinghan Shen, Mingzhi Zheng, Yelong Shen, +2

arXiv (Cornell University)

Artificial IntelligenceStructured PredictionLlm Fine-tuningEngineeringMachine Learning +18

Topic-Guided Variational Auto-Encoder for Text Generation

Wenlin Wang, Zhe Gan, Hongteng Xu, +5

EngineeringMachine LearningLanguage ProcessingText MiningGenerative System +20

Deconvolutional Paragraph Representation Learning

Yizhe Zhang, Dinghan Shen, Guoyin Wang, +3

arXiv (Cornell University)

Structured PredictionLong Text SequencesEngineeringMachine LearningRecurrent Neural Network +16