ERNIE: Enhanced Representation through Knowledge Integration

Yu Sun, Shuohuan Wang, Yukun Li, +7

arXiv (Cornell University)

EngineeringKnowledge ExtractionMultilingual PretrainingSemanticsSemantic Web +18

ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding

Yu Sun, Shuohuan Wang, Yukun Li, +4

Proceedings of the AAAI Conference on Artificial Intelligence

Llm Fine-tuningEngineeringMultilingual PretrainingSemanticsLarge Language Model +15

Multi-Task Learning for Multiple Language Translation

Daxiang Dong, Hua Wu, Wei He, +2

EngineeringMultilingualismHua WuLanguage LearningLanguage Processing +14

Geometry-enhanced molecular representation learning for property prediction

Xiaomin Fang, Lihang Liu, Jieqiong Lei, +6

Nature Machine Intelligence

Geometric LearningGraph Representation LearningMachine LearningEngineeringComputational Chemistry +15

Minimum Risk Training for Neural Machine Translation

Shiqi Shen, Yong Cheng, Zhongjun He, +4

Natural Language ProcessingLarge Ai ModelEngineeringMachine LearningMinimum Risk Training +11

An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge

Yanchao Hao, Yuanzhe Zhang, Kang Liu, +4

Learning to Respond with Deep Neural Networks for Retrieval-Based Human-Computer Conversation System

Rui Yan, Yiping Song, Hua Wu

Artificial IntelligenceEngineeringMachine LearningSpoken Language ProcessingSpoken Dialog System +22

Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network

Xiangyang Zhou, Li Lü, Daxiang Dong, +5

Natural Language ProcessingApplied LinguisticsXiangyang ZhouChatbotDialogue Management +10

Unified Structure Generation for Universal Information Extraction

Yaojie Lu, Q. Liu, Dai Dai, +5

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

EngineeringKnowledge ExtractionNatural Language ProcessingApplied LinguisticsData Science +14

RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering

Yingqi Qu, Yuchen Ding, Jing Liu, +6

EngineeringMachine LearningOpen-domain Question AnsweringOptimized Training ApproachLanguage Processing +24