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Voices of Her: Analyzing Gender Differences in the AI Publication World


May 24, 2023
Yiwen Ding, Jiarui Liu, Zhiheng Lyu, Kun Zhang, Bernhard Schoelkopf, Zhijing Jin, Rada Mihalcea

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All Roads Lead to Rome? Exploring the Invariance of Transformers' Representations


May 23, 2023
Yuxin Ren, Qipeng Guo, Zhijing Jin, Shauli Ravfogel, Mrinmaya Sachan, Bernhard Sch枚lkopf, Ryan Cotterell

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When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP


May 23, 2023
Jingwei Ni, Zhijing Jin, Qian Wang, Mrinmaya Sachan, Markus Leippold

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* ACL 2023 

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A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models


May 21, 2023
Oana Ignat, Zhijing Jin, Artem Abzaliev, Laura Biester, Santiago Castro, Naihao Deng, Xinyi Gao, Aylin Gunal, Jacky He, Ashkan Kazemi, Muhammad Khalifa, Namho Koh, Andrew Lee, Siyang Liu, Do June Min, Shinka Mori, Joan Nwatu, Veronica Perez-Rosas, Siqi Shen, Zekun Wang, Winston Wu, Rada Mihalcea

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OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models


May 19, 2023
Badr AlKhamissi, Siddharth Verma, Ping Yu, Zhijing Jin, Asli Celikyilmaz, Mona Diab

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* Preprint 

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Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good


May 14, 2023
Fernando Gonzalez, Zhijing Jin, Bernhard Sch枚lkopf, Tom Hope, Mrinmaya Sachan, Rada Mihalcea

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Psychologically-Inspired Causal Prompts


May 02, 2023
Zhiheng Lyu, Zhijing Jin, Justus Mattern, Rada Mihalcea, Mrinmaya Sachan, Bernhard Schoelkopf

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Natural Language Processing for Policymaking


Feb 07, 2023
Zhijing Jin, Rada Mihalcea

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* Handbook of Computational Social Science for Policy (2023), Chapter 7 (pages 141-162). Open Access on Springer: https://doi.org/10.1007/978-3-031-16624-2 

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Mo没sai: Text-to-Music Generation with Long-Context Latent Diffusion


Jan 30, 2023
Flavio Schneider, Zhijing Jin, Bernhard Sch枚lkopf

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* Music samples for this paper: https://bit.ly/anonymous-mousai; all music samples for all models: https://bit.ly/audio-diffusion; and codes: https://github.com/archinetai/audio-diffusion-pytorch 

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Understanding Stereotypes in Language Models: Towards Robust Measurement and Zero-Shot Debiasing


Dec 20, 2022
Justus Mattern, Zhijing Jin, Mrinmaya Sachan, Rada Mihalcea, Bernhard Sch枚lkopf

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