2 citations · 7 across the 18 of their papers we have counts for
6 papers · 1 filter
The Sum of All Summaries: PROPALIGN for Graded Proposition Salience Evaluation
Lin Ai, Emma Thronson, Katherine Conhaim +1
Identification and ranking of salient propositions in documents is indirectly involved in many AI tasks, but few papers define proposition salience scores clearly, make diverse dat…
Using LMs to Model the Effects of Context and Coreference during Sentence Comprehension
Kohei Kajikawa, Lin Ai, Tatsuki Kuribayashi +1
Language models (LMs) are often used as a tool to model human language processing. Recent studies suggest that severely restricting LMs' context window improves their fit to human…
Rhythms of Work: Multi-Scale Interpretation of Human Behavioral Traces for Workplace Agents
Lin Ai, Scott Counts
Runtime traces are becoming a central substrate for understanding agentic systems, yet interpretation has focused largely on what the agent did. Workplace agents face the complemen…
An Interactive Paradigm for Deep Research
Lin Ai, Victor S. Bursztyn, Xiang Chen +2
Recent advances in large language models (LLMs) have enabled deep research systems that synthesize comprehensive, report-style answers to open-ended queries by combining retrieval,…
TeamFusion: Supporting Open-ended Teamwork with Multi-Agent Systems
Jiale Liu, Victor S. Bursztyn, Lin Ai +4
In open-ended domains, teams must reconcile diverse viewpoints to produce strong deliverables. Answer aggregation approaches commonly used in closed domains are ill-suited to this…
Detecting Mental Manipulation in Speech via Synthetic Multi-Speaker Dialogue
Run Chen, Wen Liang, Ziwei Gong +2
Mental manipulation, the strategic use of language to covertly influence or exploit others, is a newly emerging task in computational social reasoning. Prior work has focused exclu…