8 papers
LLMBridge: An LLM Pipeline for End-to-end Referential Bridging Resolution in English
Lauren Levine, Amir Zeldes
In this paper, we introduce LLMBridge, a new LLM based system for the task of end-to-end referential bridging resolution in English. Our bridging resolution pipeline combines heuri…
Not Worth Mentioning? A Pilot Study on Salient Proposition Annotation
Amir Zeldes, Katherine Conhaim, Lauren Levine
Despite a long tradition of work on extractive summarization, which by nature aims to recover the most important propositions in a text, little work has been done on operationalizi…
GUMBridge: a Corpus for Varieties of Bridging Anaphora
Lauren Levine, Amir Zeldes
Bridging is an anaphoric phenomenon where the referent of an entity in a discourse is dependent on a previous, non-identical entity for interpretation, such as in "There is 'a hous…
DiscoTrack: A Multilingual LLM Benchmark for Discourse Tracking
Lanni Bu, Lauren Levine, Amir Zeldes
Recent LLM benchmarks have tested models on a range of phenomena, but are still focused primarily on natural language understanding for extraction of explicit information, such as…
Building UD Cairo for Old English in the Classroom
Lauren Levine, Junghyun Min, Amir Zeldes
In this paper we present a sample treebank for Old English based on the UD Cairo sentences, collected and annotated as part of a classroom curriculum in Historical Linguistics. To…
Subjectivity in the Annotation of Bridging Anaphora
Lauren Levine, Amir Zeldes
Bridging refers to the associative relationship between inferable entities in a discourse and the antecedents which allow us to understand them, such as understanding what "the doo…