Peek Across: Improving Multi-Document Modeling via Cross-Document
Question-Answering

Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering

24 May 2023

Matthew E. Peters

Jacob Goldberger

Arman Cohan

Papers citing "Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering"

14 / 14 papers shown

Title
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 58 3 0 30 Oct 2024
Markov Chain of Thought for Efficient Mathematical Reasoning Wen Yang Kai Fan Minpeng Liao LRM 37 4 0 23 Oct 2024
SEAM: A Stochastic Benchmark for Multi-Document Tasks Gili Lior Avi Caciularu Arie Cattan Shahar Levy Ori Shapira Gabriel Stanovsky RALM 33 4 0 23 Jun 2024
Mitigate Position Bias in Large Language Models via Scaling a Single Dimension Yijiong Yu Huiqiang Jiang Xufang Luo Qianhui Wu Chin-Yew Lin Dongsheng Li Yuqing Yang Yongfeng Huang L. Qiu 40 9 0 04 Jun 2024
SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs Yebowen Hu Kaiqiang Song Sangwoo Cho Xiaoyang Wang H. Foroosh Dong Yu Fei Liu 21 8 0 15 Feb 2024
PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization Joseph Peper Wenzhao Qiu Lu Wang 23 0 0 16 Nov 2023
Cross-document Event Coreference Search: Task, Dataset and Modeling Alon Eirew Avi Caciularu Ido Dagan 40 10 0 23 Oct 2022
QASem Parsing: Text-to-text Modeling of QA-based Semantics Ayal Klein Eran Hirsch Ron Eliav Valentina Pyatkin Avi Caciularu Ido Dagan 34 12 0 23 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao Iz Beltagy Giuseppe Carenini Arman Cohan CVBM 77 113 0 16 Oct 2021
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training Patrick Huber Armen Aghajanyan Barlas Oğuz Dmytro Okhonko Wen-tau Yih Sonal Gupta Xilun Chen 24 15 0 14 Oct 2021
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration Eran Hirsch Alon Eirew Ori Shapira Avi Caciularu Arie Cattan Ori Ernst Ramakanth Pasunuru H. Ronen Mohit Bansal Ido Dagan 53 14 0 23 Sep 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 251 2,009 0 28 Jul 2020
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,508 0 10 Jun 2015