MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation Functions
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arXiv
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| Autori principali: | , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| _version_ | 1866910578005508096 |
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| author | Gao, Yingqiang Prada, Jhony Gu, Nianlong Lam, Jessica Hahnloser, Richard H. R. |
| author_facet | Gao, Yingqiang Prada, Jhony Gu, Nianlong Lam, Jessica Hahnloser, Richard H. R. |
| contents | Large Language Models (LLMs) produce eloquent texts but often the content they generate needs to be verified. Traditional information retrieval systems can assist with this task, but most systems have not been designed with LLM-generated queries in mind. As such, there is a compelling need for integrated systems that provide both retrieval and generation functionality within a single user interface.
We present MODOC, a modular user interface that leverages the capabilities of LLMs and provides assistance with detecting their confabulations, promoting integrity in scientific writing. MODOC represents a significant step forward in scientific writing assistance. Its modular architecture supports flexible functions for retrieving information and for writing and generating text in a single, user-friendly interface. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2408_14623 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation Functions Gao, Yingqiang Prada, Jhony Gu, Nianlong Lam, Jessica Hahnloser, Richard H. R. Human-Computer Interaction Computation and Language Digital Libraries Information Retrieval Large Language Models (LLMs) produce eloquent texts but often the content they generate needs to be verified. Traditional information retrieval systems can assist with this task, but most systems have not been designed with LLM-generated queries in mind. As such, there is a compelling need for integrated systems that provide both retrieval and generation functionality within a single user interface. We present MODOC, a modular user interface that leverages the capabilities of LLMs and provides assistance with detecting their confabulations, promoting integrity in scientific writing. MODOC represents a significant step forward in scientific writing assistance. Its modular architecture supports flexible functions for retrieving information and for writing and generating text in a single, user-friendly interface. |
| title | MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation Functions |
| topic | Human-Computer Interaction Computation and Language Digital Libraries Information Retrieval |
| url | https://arxiv.org/abs/2408.14623 |