Title
BooookScore: A systematic exploration of book-length summarization in the era of LLMs Yapei Chang Kyle Lo Tanya Goyal Mohit Iyyer ALM 110 117 0 01 Oct 2023
Topic Segmentation Model Focusing on Local Context Jeonghwan Lee Jiyeong Han Sunghoon Baek M. Song 41 4 0 05 Jan 2023
Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats R. Ghosh Harjeet Singh Kajal Sharanya Kamath Dhuri Shrivastava S. Basu Soundararajan Srinivasan 49 4 0 27 Nov 2022
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 76 316 0 15 Dec 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization Ming Zhong Da Yin Tao Yu A. Zaidi Mutethia Mutuma ... Ahmed Hassan Awadallah Asli Celikyilmaz Yang Liu Xipeng Qiu Dragomir R. Radev RALM 87 339 0 13 Apr 2021
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 186 1,602 0 30 Sep 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 219 1,716 0 08 Jun 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 185 4,100 0 10 Apr 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 343 604 0 12 Mar 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 297 2,054 0 18 Dec 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019
Outline Generation: Understanding the Inherent Content Structure of Documents Ruqing Zhang Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng 38 24 0 24 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 357 5,872 0 21 Apr 2019
Ray: A Distributed Framework for Emerging AI Applications Philipp Moritz Robert Nishihara Stephanie Wang Alexey Tumanov Richard Liaw ... Melih Elibol Zongheng Yang William Paul Michael I. Jordan Ion Stoica GNN 110 1,268 0 16 Dec 2017
Text Segmentation based on Semantic Word Embeddings Alexander A. Alemi P. Ginsparg 3DV 140 56 0 18 Mar 2015