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

24 May 2023

Arman Cohan

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

28 / 28 papers shown

Title
Cross-Document Contextual Coreference Resolution in Knowledge Graphs Zhang Dong Mingbang Wang Songhang deng Le Dai Jiyuan Li Xingzu Liu Ruilin Nong 21 0 0 08 Apr 2025
NExtLong: Toward Effective Long-Context Training without Long Documents Chaochen Gao Xing Wu Zijia Lin Debing Zhang Songlin Hu SyDa 64 1 0 22 Jan 2025
QAPyramid: Fine-grained Evaluation of Content Selection for Text Summarization Shiyue Zhang David Wan Arie Cattan Ayal Klein Ido Dagan Mohit Bansal 81 0 0 10 Dec 2024
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
Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models Junfeng Tian Da Zheng Yang Cheng Rui-cang Wang C. Zhang Debing Zhang 28 4 0 07 Sep 2024
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering Tiezheng Guo Chen Wang Yanyi Liu Jiawei Tang Pan Li Sai Xu Qingwen Yang Xianlin Gao Zhi Li Yingyou Wen RALM 27 1 0 06 Aug 2024
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention Huiqiang Jiang Yucheng Li Chengruidong Zhang Qianhui Wu Xufang Luo ... Amir H. Abdi Dongsheng Li Chin-Yew Lin Yuqing Yang L. Qiu 67 82 0 02 Jul 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
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools Avi Caciularu Alon Jacovi Eyal Ben-David Sasha Goldshtein Tal Schuster Jonathan Herzig G. Elidan Amir Globerson LMTD 41 3 0 05 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
The Power of Summary-Source Alignments Ori Ernst Ori Shapira Aviv Slobodkin Sharon Adar Mohit Bansal Jacob Goldberger Ran Levy Ido Dagan 59 2 0 02 Jun 2024
Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model Chaochen Gao Xing Wu Qingfang Fu Songlin Hu SyDa 34 5 0 30 May 2024
Long Context Alignment with Short Instructions and Synthesized Positions Wenhao Wu Yizhong Wang Yao Fu Xiang Yue Dawei Zhu Sujian Li SyDa 35 18 0 07 May 2024
A Survey on the Real Power of ChatGPT Ming Liu Ran Liu Ye Zhu Hua Wang Youyang Qu Rongsheng Li Yongpan Sheng Wray L. Buntine 39 2 0 22 Apr 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
Data Engineering for Scaling Language Models to 128K Context Yao Fu Rameswar Panda Xinyao Niu Xiang Yue Hanna Hajishirzi Yoon Kim Hao-Chun Peng MoE 42 120 0 15 Feb 2024
HiQA: A Hierarchical Contextual Augmentation RAG for Massive Documents QA Xinyue Chen Pengyu Gao Jiangjiang Song Xiaoyang Tan 50 4 0 01 Feb 2024
PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization Joseph Peper Wenzhao Qiu Lu Wang 23 0 0 16 Nov 2023
Knowledge Graph Prompting for Multi-Document Question Answering Yu-Chiang Frank Wang Nedim Lipka Ryan A. Rossi Alexa F. Siu Ruiyi Zhang Tyler Derr RALM 21 113 0 22 Aug 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 2,012 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