4 papers · 1 filter
LLM Rationalis? Measuring Bargaining Capabilities of AI Negotiators
Cheril Shah, Akshit Agarwal, Kanak Garg +1
Bilateral negotiation is a complex, context-sensitive task in which human negotiators dynamically adjust anchors, pacing, and flexibility to exploit power asymmetries and informal…
CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions
Mourad Heddaya, Kyle MacMillan, Anup Malani +2
This paper introduces CaseSumm, a novel dataset for long-context summarization in the legal domain that addresses the need for longer and more complex datasets for summarization ev…
Causal Micro-Narratives
Mourad Heddaya, Qingcheng Zeng, Chenhao Tan +2
We present a novel approach to classify causal micro-narratives from text. These narratives are sentence-level explanations of the cause(s) and/or effect(s) of a target subject. Th…
Language of Bargaining
Mourad Heddaya, Solomon Dworkin, Chenhao Tan +2
Leveraging an established exercise in negotiation education, we build a novel dataset for studying how the use of language shapes bilateral bargaining. Our dataset extends existing…