Search Results for author: Ujjwala Anantheswaran

Found 3 papers, 2 papers with code

TarGEN: Targeted Data Generation with Large Language Models

1 code implementation27 Oct 2023 Himanshu Gupta, Kevin Scaria, Ujjwala Anantheswaran, Shreyas Verma, Mihir Parmar, Saurabh Arjun Sawant, Chitta Baral, Swaroop Mishra

Finally, when pre-finetuned on our synthetic SuperGLUE dataset, T5-3B yields impressive results on the OpenLLM leaderboard, surpassing the model trained on the Self-Instruct dataset by 4. 14% points.

EDM3: Event Detection as Multi-task Text Generation

1 code implementation25 May 2023 Ujjwala Anantheswaran, Himanshu Gupta, Mihir Parmar, Kuntal Kumar Pal, Chitta Baral

We show that EDM3 helps to learn transferable knowledge that can be leveraged to perform Event Detection and its subtasks concurrently, mitigating the error propagation inherent in pipelined approaches.

Event Detection Sentence +1

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