论文与出版物 RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi, Jingyao Tang, Ziwei He, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
论文与出版物 RACE: Retrieval-augmented Commit Message Generation Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP’22) | December 2022
论文与出版物 Impact of Pretraining Term Frequencies on Few-Shot Reasoning Yasaman Razeghi, Robert L. Logan IV, Matt Gardner, Sameer Singh Findings of EMNLP 2022 | December 2022
论文与出版物 Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding Jiahao Zhu, Daizong Liu, Pan Zhou, Yu Cheng, Song Yang, Wenzheng Xu, Yao Wan, Lichao Sun, Zeyu Xiong Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022
论文与出版物 Collaboration in relation to Human-AI Systems: Status, Trends, and Impact António Correia, Siân Lindley IEEE BigData | December 2022
论文与出版物 Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun Empirical Methods in Natural Language Processing | December 2022 Best Paper Award at SoCal NLP Symposium 2022
论文与出版物 When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Ben Van Durme, Jason Eisner, Yu Su EMNLP 2022 | December 2022
论文与出版物 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang 36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022
论文与出版物 Personalized Action Suggestions in Low-Code Automation Platforms Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le International Conference on Software Engineering (ICSE) 2023 – Industry Track | December 2022
论文与出版物 Surreal VR Pong: LLM approach to Game Design Jasmine Roberts, Andrzej Banburski-Fahey, Jaron Lanier 36th Conference on Neural Information Processing Systems (NeurIPS 2022) | December 2022 项目