Papers by Syeda Sabrina Akter
The LLM Effect: Are Humans Truly Using LLMs, or Are They Being Influenced By Them Instead? (2024.emnlp-main)
Copied to clipboard
| Challenge: | Large language models have shown capabilities close to human performance in various analytical tasks. |
| Approach: | They investigate the efficiency and accuracy of Large Language Models in specialized tasks . they integrate LLMs with expert annotators to observe the impact of LLM suggestions . |
| Outcome: | The proposed model improves task completion speed but introduces anchoring bias . the proposed model is not suitable for open-ended analysis, but is capable of handling specialized tasks. |
A Study on Scaling Up Multilingual News Framing Analysis (2024.findings-naacl)
Copied to clipboard
| Challenge: | Existing studies on media framing have focused on English only data, leaving a gap in research concerning multilingual contexts. |
| Approach: | They propose to use crowd-sourced datasets to automate framing analysis by automating translation and annotation. |
| Outcome: | The proposed system improves on existing models in Bengali and Portuguese . the proposed system can train on a crowd-sourced dataset in 12 languages . |