Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarizationby Ankan Mullick, Sombit…
Closing the gap between open-source and commercial large language models for medical evidence summarizationby Gongbo…
Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistencyby Taiji Li,…
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checkingby Ting-Chih Chen, Chia-Wei Tang, Chris ThomasFirst submitted to…
PLANTS: A Novel Problem and Dataset for Summarization of Planning-Like (PL) Tasksby Vishal Pallagani, Biplav…
Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarizationby Aniket Deroy,…
GRAD-SUM: Leveraging Gradient Summarization for Optimal Prompt Engineeringby Derek Austin, Elliott ChartockFirst submitted to arxiv…
ChatBCG: Can AI Read Your Slide Deck?by Nikita Singh, Rob Balian, Lukas MartinelliFirst submitted to…
GoldFinch: High Performance RWKV/Transformer Hybrid with Linear Pre-Fill and Extreme KV-Cache Compressionby Daniel Goldstein, Fares…
What’s Wrong? Refining Meeting Summaries with LLM Feedbackby Frederic Kirstein, Terry Ruas, Bela GippFirst submitted…