Enhancing Classification with Hierarchical Scalable Query on Fusion Transformer

no code implementations • 28 Feb 2023 • Sudeep Kumar Sahoo, Sathish Chalasani, Abhishek Joshi, Kiran Nanjunda Iyer

We additionally introduce a novel block called Cross Attention on Multi-level queries with Prior (CAMP) Block that helps reduce error propagation from coarse level to finer level, which is a common problem in all hierarchical classifiers.

Classification Hierarchical Multi-label Classification +1

Team Solomon at SemEval-2020 Task 4: Be Reasonable: Exploiting Large-scale Language Models for Commonsense Reasoning

no code implementations • SEMEVAL 2020 • Vertika Srivastava, Sudeep Kumar Sahoo, Yeon Hyang Kim, Rohit R.R, Mayank Raj, Ajay Jaiswal

In this paper, we present our submission for SemEval 2020 Task 4 - Commonsense Validation and Explanation (ComVE).

Natural Language Understanding Reading Comprehension

Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles

no code implementations • SEMEVAL 2020 • Mayank Raj, Ajay Jaiswal, Rohit R. R, Ankita Gupta, Sudeep Kumar Sahoo, Vertika Srivastava, Yeon Hyang Kim

This paper describes our system (Solomon) details and results of participation in the SemEval 2020 Task 11 "Detection of Propaganda Techniques in News Articles"\cite{DaSanMartinoSemeval20task11}.

Classification General Classification +2

SolomonLab at SemEval-2019 Task 8: Question Factuality and Answer Veracity Prediction in Community Forums

no code implementations • SEMEVAL 2019 • Ankita Gupta, Sudeep Kumar Sahoo, Divya Prakash, Rohit R. R, Vertika Srivastava, Yeon Hyang Kim

We describe our system for SemEval-2019, Task 8 on {``}Fact-Checking in Community Question Answering Forums (cQA){''}.

Community Question Answering Data Augmentation +1

Vernon-fenwick at SemEval-2019 Task 4: Hyperpartisan News Detection using Lexical and Semantic Features

no code implementations • SEMEVAL 2019 • Vertika Srivastava, Ankita Gupta, Divya Prakash, Sudeep Kumar Sahoo, Rohit R. R, Yeon Hyang Kim

In this paper, we present our submission for SemEval-2019 Task 4: Hyperpartisan News Detection.

Fake News Detection