Search Results for author: Sireesh Gururaja

Found 4 papers, 0 papers with code

To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing

no code implementations11 Oct 2023 Sireesh Gururaja, Amanda Bertsch, Clara Na, David Gray Widder, Emma Strubell

NLP is in a period of disruptive change that is impacting our methodologies, funding sources, and public perception.

LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs

no code implementations19 Jul 2023 Tongshuang Wu, Haiyi Zhu, Maya Albayrak, Alexis Axon, Amanda Bertsch, Wenxing Deng, Ziqi Ding, Bill Guo, Sireesh Gururaja, Tzu-Sheng Kuo, Jenny T. Liang, Ryan Liu, Ihita Mandal, Jeremiah Milbauer, Xiaolin Ni, Namrata Padmanabhan, Subhashini Ramkumar, Alexis Sudjianto, Jordan Taylor, Ying-Jui Tseng, Patricia Vaidos, Zhijin Wu, Wei Wu, Chenyang Yang

We reflect on human and LLMs' different sensitivities to instructions, stress the importance of enabling human-facing safeguards for LLMs, and discuss the potential of training humans and LLMs with complementary skill sets.

Linguistic representations for fewer-shot relation extraction across domains

no code implementations7 Jul 2023 Sireesh Gururaja, Ritam Dutt, Tinglong Liao, Carolyn Rose

We extend this work by exploring the impact of linguistic representations on cross-domain performance in a few-shot transfer setting.

Relation Relation Extraction

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