Search Results for author: Ryan Koo

Found 5 papers, 3 papers with code

Reinforcement Learning with Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation

no code implementations21 Feb 2024 Karin de Langis, Ryan Koo, Dongyeop Kang

Style is an integral component of text that expresses a diverse set of information, including interpersonal dynamics (e. g. formality) and the author's emotions or attitudes (e. g. disgust).

Reinforcement Learning (RL)

Benchmarking Cognitive Biases in Large Language Models as Evaluators

1 code implementation29 Sep 2023 Ryan Koo, Minhwa Lee, Vipul Raheja, Jong Inn Park, Zae Myung Kim, Dongyeop Kang

According to our findings, LLMs may still be unable to be utilized for automatic annotation aligned with human preferences.

Benchmarking In-Context Learning

CoEdIT: Text Editing by Task-Specific Instruction Tuning

1 code implementation17 May 2023 Vipul Raheja, Dhruv Kumar, Ryan Koo, Dongyeop Kang

We present a large language model fine-tuned on a diverse collection of task-specific instructions for text editing (a total of 82K instructions).

Formality Style Transfer Grammatical Error Correction +5

Decoding the End-to-end Writing Trajectory in Scholarly Manuscripts

1 code implementation31 Mar 2023 Ryan Koo, Anna Martin, Linghe Wang, Dongyeop Kang

We also provide ManuScript, an original dataset annotated with a simplified version of our taxonomy to show writer actions and the intentions behind them.

Text Generation

Cannot find the paper you are looking for? You can Submit a new open access paper.