2 papers
cs.CL2026
ThreadSumm: Summarization of Nested Discourse Threads Using Tree of Thoughts
Olubusayo Olabisi, Ekata Mitra, Ameeta Agrawal
Summarizing deeply nested discussion threads requires handling interleaved replies, quotes, and overlapping topics, which standard LLM summarizers struggle to capture reliably. We…
cs.CL2024
Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization
Olubusayo Olabisi, Ameeta Agrawal
Text summarization models have typically focused on optimizing aspects of quality such as fluency, relevance, and coherence, particularly in the context of news articles. However,…