Search Results for author: Samraj Moorjani

Found 3 papers, 2 papers with code

CEV-LM: Controlled Edit Vector Language Model for Shaping Natural Language Generations

1 code implementation22 Feb 2024 Samraj Moorjani, Adit Krishnan, Hari Sundaram

As large-scale language models become the standard for text generation, there is a greater need to tailor the generations to be more or less concise, targeted, and informative, depending on the audience/application.

Language Modelling Text Generation

Mastering the ABCDs of Complex Questions: Answer-Based Claim Decomposition for Fine-grained Self-Evaluation

no code implementations24 May 2023 Nishant Balepur, Jie Huang, Samraj Moorjani, Hari Sundaram, Kevin Chen-Chuan Chang

When answering complex questions, large language models (LLMs) may produce answers that do not satisfy all criteria of the question.

Audience-Centric Natural Language Generation via Style Infusion

1 code implementation24 Jan 2023 Samraj Moorjani, Adit Krishnan, Hari Sundaram, Ewa Maslowska, Aravind Sankar

While existing approaches demonstrate textual style transfer with large volumes of parallel or non-parallel data, we argue that grounding style on audience-independent external factors is innately limiting for two reasons.

Persuasiveness Style Transfer +1

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