Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems
Discourse Based Evaluation of Language Understanding
A speech act analysis of offensive language in German Tweets - an annotated datatset.
this forked repo contains useful datasets
This repo present different classifiers on German Speech Act dataset. For BERT models, we implement such fine-tuning strategies as baseline, hyperparameter search and few-shot classification using Fasfit. For Gemini 1.5 Flash, Llama-3.2-3B and Llama3-German-8B, we perform parameter efficient fine-tuning.
Illocutionary spans.
Automatically classify speech acts for individual, Swedish sentences.
Exploring research ideas in usage of action requesting speech acts in video games. Might lead to a Masters thesis.
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