4 papers
Learning from Litigation: Graphs and LLMs for Retrieval and Reasoning in eDiscovery
Sounak Lahiri, Sumit Pai, Tim Weninger +1
Electronic Discovery (eDiscovery) requires identifying relevant documents from vast collections for legal production requests. While artificial intelligence (AI) and natural langua…
EntGPT: Entity Linking with Generative Large Language Models
Yifan Ding, Amrit Poudel, Qingkai Zeng +3
Entity Linking in natural language processing seeks to match text entities to their corresponding entries in a dictionary or knowledge base. Traditional approaches rely on contextu…
AI-generated Text Detection: A Multifaceted Approach to Binary and Multiclass Classification
Harika Abburi, Sanmitra Bhattacharya, Edward Bowen +1
Large Language Models (LLMs) have demonstrated remarkable capabilities in generating text that closely resembles human writing across a wide range of styles and genres. However, su…
Citations and Trust in LLM Generated Responses
Yifan Ding, Matthew Facciani, Amrit Poudel +5
Question answering systems are rapidly advancing, but their opaque nature may impact user trust. We explored trust through an anti-monitoring framework, where trust is predicted to…