Search Results for author: Ramya Akula

Found 9 papers, 2 papers with code

Explainable Detection of Sarcasm in Social Media

no code implementations EACL (WASSA) 2021 Ramya Akula, Ivan Garibay

Sarcasm is a linguistic expression often used to communicate the opposite of what is said, usually something that is very unpleasant with an intention to insult or ridicule.

Sarcasm Detection

Sentence Pair Embeddings Based Evaluation Metric for Abstractive and Extractive Summarization

no code implementations LREC 2022 Ramya Akula, Ivan Garibay

As these sentence pair tasks involve capturing the semantic similarity between a pair of input texts, we leverage these models in our metric computation.

Extractive Summarization Natural Language Inference +7

Efficient Track Anything

1 code implementation28 Nov 2024 Yunyang Xiong, Chong Zhou, Xiaoyu Xiang, Lemeng Wu, Chenchen Zhu, Zechun Liu, Saksham Suri, Balakrishnan Varadarajan, Ramya Akula, Forrest Iandola, Raghuraman Krishnamoorthi, Bilge Soran, Vikas Chandra

The high computation complexity of multistage image encoder and memory module has limited its applications in real-world tasks, e. g., video object segmentation on mobile devices.

Object Segmentation +4

Enhancing Cryptocurrency Market Forecasting: Advanced Machine Learning Techniques and Industrial Engineering Contributions

no code implementations18 Oct 2024 Jannatun Nayeem Pinky, Ramya Akula

This chapter highlights the evolving landscape of cryptocurrency price prediction, the integration of emerging technologies, and the significant role of industrial engineers in refining predictive models.

Sentiment Analysis

Ethical AI for Social Good

no code implementations14 Jul 2021 Ramya Akula, Ivan Garibay

The concept of AI for Social Good(AI4SG) is gaining momentum in both information societies and the AI community.

Interpretable Multi-Head Self-Attention model for Sarcasm Detection in social media

no code implementations14 Jan 2021 Ramya Akula, Ivan Garibay

We show the effectiveness of our approach by achieving state-of-the-art results on multiple datasets from social networking platforms and online media.

Sarcasm Detection

Supervised Machine Learning based Ensemble Model for Accurate Prediction of Type 2 Diabetes

no code implementations18 Oct 2019 Ramya Akula, Ni Nguyen, Ivan Garibay

Thus, to test the accurate prediction of Type 2 diabetes, we use the patients' information from an electronic health records company called Practice Fusion, which has about 10, 000 patient records from 2009 to 2012.

BIG-bench Machine Learning Specificity

Forecasting the Success of Television Series using Machine Learning

no code implementations18 Oct 2019 Ramya Akula, Zachary Wieselthier, Laura Martin, Ivan Garibay

The models represent a baseline to understanding the success of a television show and how producers can increase the success of current television shows or utilize this data in the creation of future shows.

BIG-bench Machine Learning Descriptive

DeepFork: Supervised Prediction of Information Diffusion in GitHub

1 code implementation17 Oct 2019 Ramya Akula, Niloofar Yousefi, Ivan Garibay

To understand human influence, information spread and evolution of transmitted information among assorted users in GitHub, we developed a deep neural network model: DeepFork, a supervised machine learning based approach that aims to predict information diffusion in complex social networks; considering node as well as topological features.

BIG-bench Machine Learning Link Prediction

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