Papers by Jeffrey Rzeszotarski
Show or Tell? Modeling the evolution of request-making in Human-LLM conversations (2026.findings-eacl)
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| Challenge: | a new framework to describe request-making segments user input into request content, roles assigned, query-specific context, and task-independent expressions. |
| Approach: | They propose a framework to describe request-making that segments user input into request content, roles assigned, query-specific context, and the remaining task-independent expressions. |
| Outcome: | The proposed framework reveals fundamental and habitual user-LLM interaction patterns beyond individual task completion. |
“Get Their Hands Dirty, Not Mine”: On Researcher-Annotator Collaboration and the Agency of Annotators (2024.findings-acl)
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| Challenge: | Annotation quality is often framed as post-hoc cleanup of annotator-caused issues . authors argue that this narrative limits the scope of improving annotation . |
| Approach: | They propose to consider annotation as a procedural collaboration . they propose to capture the nuance and describe the full procedure to resolve issues . |
| Outcome: | The proposed study examines whether and why annotation quality is often framed as post-hoc cleanup of annotator-caused issues. |
What We Talk About When We Talk About LMs: Implicit Paradigm Shifts and the Ship of Language Models (2025.naacl-long)
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| Challenge: | a new study examines the evolution of language models as a time-specific collection of models of interest. |
| Approach: | They investigate the problem of "Ship of Language Models" where scientific evolution takes form of continuous retrofits of key *existing* terms. |
| Outcome: | The proposed model is based on recent NLP publications and is quantitatively analyzed. |