1 code implementation • 22 Jan 2024 • Kian Ahrabian, Zhivar Sourati, Kexuan Sun, Jiarui Zhang, Yifan Jiang, Fred Morstatter, Jay Pujara
While large language models (LLMs) are still being adopted to new domains and utilized in novel applications, we are experiencing an influx of the new generation of foundation models, namely multi-modal large language models (MLLMs).
1 code implementation • FinNLP@EMNLP 2022 • Hilal Pataci, Kexuan Sun, T. Ravichandran
Digital transformation reinvents companies, their vision and strategy, organizational structure, processes, capabilities, and culture, and enables the development of new or enhanced products and services delivered to customers more efficiently.
Cultural Vocal Bursts Intensity Prediction Language Modelling +3
1 code implementation • Findings (EMNLP) 2021 • Fei Wang, Kexuan Sun, Jay Pujara, Pedro Szekely, Muhao Chen
From one perspective, our system conducts masked salient token prediction to enhance the model for alignment and reasoning between the table and the statement.
Ranked #8 on Table-based Fact Verification on TabFact
1 code implementation • 4 May 2021 • Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro Szekely
The task of natural language table retrieval (NLTR) seeks to retrieve semantically relevant tables based on natural language queries.
1 code implementation • EMNLP 2020 • Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren
Walk-based models have shown their advantages in knowledge graph (KG) reasoning by achieving decent performance while providing interpretable decisions.
no code implementations • 7 Sep 2018 • Kexuan Sun, Shudan Zhong, Hong Xu
To the best of our knowledge, this is the first time that such systematic presence of analogies is observed in network and document embeddings.