Search Results for author: Parth Patwa

Found 27 papers, 10 papers with code

Image2tweet: Datasets in Hindi and English for Generating Tweets from Images

1 code implementation ICON 2021 Rishabh Jha, Varshith Kaki, Varuna Kolla, Shubham Bhagat, Parth Patwa, Amitava Das, Santanu Pal

The aim is to generate a specialized text like a tweet, that is not a direct result of visual-linguistic grounding that is usually leveraged in similar tasks, but conveys a message that factors-in not only the visual content of the image, but also additional real world contextual information associated with the event described within the image as closely as possible.

Image Captioning World Knowledge

Factify 2: A Multimodal Fake News and Satire News Dataset

1 code implementation8 Apr 2023 S Suryavardan, Shreyash Mishra, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar

In this paper, we provide a multi-modal fact-checking dataset called FACTIFY 2, improving Factify 1 by using new data sources and adding satire articles.

Claim Verification Fact Checking +1

Synthetic Generation of Face Videos With Plethysmograph Physiology

no code implementations CVPR 2022 Zhen Wang, Yunhao Ba, Pradyumna Chari, Oyku Deniz Bozkurt, Gianna Brown, Parth Patwa, Niranjan Vaddi, Laleh Jalilian, Achuta Kadambi

Accelerated by telemedicine, advances in Remote Photoplethysmography (rPPG) are beginning to offer a viable path toward non-contact physiological measurement.

Memotion Analysis through the Lens of Joint Embedding

1 code implementation13 Nov 2021 Nethra Gunti, Sathyanarayanan Ramamoorthy, Parth Patwa, Amitava Das

Joint embedding (JE) is a way to encode multi-modal data into a vector space where text remains as the grounding key and other modalities like image are to be anchored with such keys.

Offense Detection in Dravidian Languages using Code-Mixing Index based Focal Loss

no code implementations12 Nov 2021 Debapriya Tula, Shreyas Ms, Viswanatha Reddy, Pranjal Sahu, Sumanth Doddapaneni, Prathyush Potluri, Rohan Sukumaran, Parth Patwa

To summarize, our model can handle offensive language detection in a low-resource, class imbalanced, multilingual and code-mixed setting.

PESTO: Switching Point based Dynamic and Relative Positional Encoding for Code-Mixed Languages

1 code implementation12 Nov 2021 Mohsin Ali, Kandukuri Sai Teja, Sumanth Manduru, Parth Patwa, Amitava Das

NLP applications for code-mixed (CM) or mix-lingual text have gained a significant momentum recently, the main reason being the prevalence of language mixing in social media communications in multi-lingual societies like India, Mexico, Europe, parts of USA etc.

Position Word Embeddings

Hater-O-Genius Aggression Classification using Capsule Networks

1 code implementation ICON 2020 Parth Patwa, Srinivas PYKL, Amitava Das, Prerana Mukherjee, Viswanath Pulabaigari

In this paper, we propose an end-to-end ensemble-based architecture to automatically identify and classify aggressive tweets.

Classification

Can Self Reported Symptoms Predict Daily COVID-19 Cases?

1 code implementation18 May 2021 Parth Patwa, Viswanatha Reddy, Rohan Sukumaran, Sethuraman TV, Eptehal Nashnoush, Sheshank Shankar, Rishemjit Kaur, Abhishek Singh, Ramesh Raskar

The models are developed at two levels of data granularity - local models, which are trained at the state level, and a single global model which is trained on the combined data aggregated across all states.

COVID-19 Outbreak Prediction and Analysis using Self Reported Symptoms

no code implementations21 Dec 2020 Rohan Sukumaran, Parth Patwa, T V Sethuraman, Sheshank Shankar, Rishank Kanaparti, Joseph Bae, Yash Mathur, Abhishek Singh, Ayush Chopra, Myungsun Kang, Priya Ramaswamy, Ramesh Raskar

In this study, we understand trends in the spread of COVID-19 by utilizing the results of self-reported COVID-19 symptoms surveys as an alternative to COVID-19 testing reports.

Time Series Forecasting

Aggression and Misogyny Detection using BERT: A Multi-Task Approach

1 code implementation LREC 2020 Niloofar Safi Samghabadi, Parth Patwa, Srinivas PYKL, Prerana Mukherjee, Amitava Das, Thamar Solorio

In recent times, the focus of the NLP community has increased towards offensive language, aggression, and hate-speech detection. This paper presents our system for TRAC-2 shared task on {``}Aggression Identification{''} (sub-task A) and {``}Misogynistic Aggression Identification{''} (sub-task B).

Abusive Language Aggression Identification +3

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