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20212023
most citedRecommender Systems in the Era of Large Language Models (LLMs)

422 citations · 518 across the 6 of their papers we have counts for

collaborators

6 papers

cs.IR2023★ 422 cited

Recommender Systems in the Era of Large Language Models (LLMs)

Zihuai Zhao, Wenqi Fan, Jiatong Li +8

With the prosperity of e-commerce and web applications, Recommender Systems (RecSys) have become an important component of our daily life, providing personalized suggestions that c…

cs.CL2023★ 64 cited

Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective

Jiatong Li, Yunqing Liu, Wenqi Fan +4

Molecule discovery plays a crucial role in various scientific fields, advancing the design of tailored materials and drugs. However, most of the existing methods heavily rely on do…

cs.CL2023★ 11 cited

Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing

Lea Frermann, Jiatong Li, Shima Khanehzar +1

Despite increasing interest in the automatic detection of media frames in NLP, the problem is typically simplified as single-label classification and adopts a topic-like view on fr…

cs.LG2023★ 9 cited

Generative Diffusion Models on Graphs: Methods and Applications

Chengyi Liu, Wenqi Fan, Yunqing Liu +5

Diffusion models, as a novel generative paradigm, have achieved remarkable success in various image generation tasks such as image inpainting, image-to-text translation, and video…

cs.CL2022★ 2 cited

Improving Chinese Named Entity Recognition by Search Engine Augmentation

Qinghua Mao, Jiatong Li, Kui Meng

Compared with English, Chinese suffers from more grammatical ambiguities, like fuzzy word boundaries and polysemous words. In this case, contextual information is not sufficient to…

cs.CL2021★ 10 cited

MFE-NER: Multi-feature Fusion Embedding for Chinese Named Entity Recognition

Jiatong Li, Kui Meng

In Chinese Named Entity Recognition, character substitution is a complicated linguistic phenomenon. Some Chinese characters are quite similar as they share the same components or h…