57 citations · 59 across the 4 of their papers we have counts for
5 papers
Adaptation of Embedding Models to Financial Filings via LLM Distillation
Eliot Brenner, Dominic Seyler, Manjunath Hegde +3
Despite advances in generative large language models (LLMs), practical application of specialized conversational AI agents remains constrained by computation costs, latency require…
Towards Dark Jargon Interpretation in Underground Forums
Dominic Seyler, Wei Liu, XiaoFeng Wang +1
Dark jargons are benign-looking words that have hidden, sinister meanings and are used by participants of underground forums for illicit behavior. For example, the dark term "rat"…
Semantic Text Analysis for Detection of Compromised Accounts on Social Networks
Dominic Seyler, Lunan Li, ChengXiang Zhai
Compromised accounts on social networks are regular user accounts that have been taken over by an entity with malicious intent. Since the adversary exploits the already established…
KnowNER: Incremental Multilingual Knowledge in Named Entity Recognition
Dominic Seyler, Tatiana Dembelova, Luciano Del Corro +2
KnowNER is a multilingual Named Entity Recognition (NER) system that leverages different degrees of external knowledge. A novel modular framework divides the knowledge into four ca…
Knowledge Questions from Knowledge Graphs
Dominic Seyler, Mohamed Yahya, Klaus Berberich
We address the novel problem of automatically generating quiz-style knowledge questions from a knowledge graph such as DBpedia. Questions of this kind have ample applications, for…