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Found 9 papers, 1 papers with code
Conversational Prompt Engineering
We propose Conversational Prompt Engineering (CPE), a user-friendly tool that helps users create personalized prompts for their specific tasks.
Stay Tuned: An Empirical Study of the Impact of Hyperparameters on LLM Tuning in Real-World Applications
Here, we provide recommended HP configurations for practical use-cases that represent a better starting point for practitioners, when considering two SOTA LLMs and two commonly used tuning methods.
Multi-Domain Targeted Sentiment Analysis
Our results and analysis show that our approach is a promising step towards a practical domain-robust TSA system.
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews
Current TSA evaluation in a cross-domain setup is restricted to the small set of review domains available in existing datasets.
Ranked #1 on
Aspect Extraction
on YASO - YELP
Multilingual Argument Mining: Datasets and Analysis
The growing interest in argument mining and computational argumentation brings with it a plethora of Natural Language Understanding (NLU) tasks and corresponding datasets.
Financial Event Extraction Using Wikipedia-Based Weak Supervision
Extraction of financial and economic events from text has previously been done mostly using rule-based methods, with more recent works employing machine learning techniques.
From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic Expansion
When debating a controversial topic, it is often desirable to expand the boundaries of discussion.
Learning Sentiment Composition from Sentiment Lexicons
Sentiment composition is a fundamental sentiment analysis problem.
