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Recurrent Chunking Mechanisms for Long-Text Machine Reading
  Comprehension
v1v2 (latest)

Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension

16 May 2020
Hongyu Gong
Yelong Shen
Dian Yu
Jianshu Chen
Dong Yu
ArXiv (abs)PDFHTML

Papers citing "Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension"

24 / 24 papers shown
InfoAgent: Advancing Autonomous Information-Seeking Agents
InfoAgent: Advancing Autonomous Information-Seeking Agents
Gongrui Zhang
Jialiang Zhu
Ruiqi Yang
Kai Qiu
Miaosen Zhang
...
Yuan Zhang
Xin Li
Zhaoyi Liu
Xin Geng
Baining Guo
LM&Ro
149
4
0
29 Sep 2025
Long-context Reference-based MT Quality Estimation
Long-context Reference-based MT Quality Estimation
Sami Ul Haq
Chinonso Osuji
Sheila Castilho
Brian Davis
155
1
0
17 Sep 2025
Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning
Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning
Anvi Alex Eponon
Moein Shahiki Tash
Ildar Batyrshin
Christian Efraín Maldonado Sifuentes
Grigori Sidorov
Alexander Gelbukh
RALM
148
1
0
09 Jun 2025
Retrieval-Augmented Generation for Natural Language Processing: A Survey
Retrieval-Augmented Generation for Natural Language Processing: A Survey
Shangyu Wu
Ying Xiong
Yufei Cui
Haolun Wu
Can Chen
...
Lianming Huang
Xue Liu
Tei-Wei Kuo
Nan Guan
Chun Jason Xue
3DVRALM
582
119
0
18 Jul 2024
PyZoBot: A Platform for Conversational Information Extraction and
  Synthesis from Curated Zotero Reference Libraries through Advanced
  Retrieval-Augmented Generation
PyZoBot: A Platform for Conversational Information Extraction and Synthesis from Curated Zotero Reference Libraries through Advanced Retrieval-Augmented Generation
S. Alshammari
Lama Basalelah
Walaa Abu Rukbah
Ali Alsuhibani
D. Wijesinghe
211
1
0
13 May 2024
SPAR: Personalized Content-Based Recommendation via Long Engagement
  Attention
SPAR: Personalized Content-Based Recommendation via Long Engagement Attention
Chiyu Zhang
Yifei Sun
Jun Chen
Jie Lei
Muhammad Abdul-Mageed
Sinong Wang
Rong Jin
Sem Park
Ning Yao
Bo Long
RALMVLM
234
9
0
16 Feb 2024
Drilling Down into the Discourse Structure with LLMs for Long Document
  Question Answering
Drilling Down into the Discourse Structure with LLMs for Long Document Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Inderjeet Nair
Shwetha Somasundaram
Apoorv Saxena
Koustava Goswami
RALM
297
14
0
22 Nov 2023
BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling
  Capacities of Large Language Models
BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023
Zican Dong
Tianyi Tang
Junyi Li
Wayne Xin Zhao
Ji-Rong Wen
RALMALM
459
52
0
23 Sep 2023
Text Matching Improves Sequential Recommendation by Reducing Popularity
  Biases
Text Matching Improves Sequential Recommendation by Reducing Popularity BiasesInternational Conference on Information and Knowledge Management (CIKM), 2023
Zhenghao Liu
Senkun Mei
Chenyan Xiong
Xiaohua Li
Shi Yu
Zhiyuan Liu
Yu Gu
Ge Yu
281
40
0
27 Aug 2023
Chunk, Align, Select: A Simple Long-sequence Processing Method for
  Transformers
Chunk, Align, Select: A Simple Long-sequence Processing Method for TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiawen Xie
Pengyu Cheng
Xiao Liang
Yong Dai
Nan Du
330
17
0
25 Aug 2023
LogPrécis: Unleashing Language Models for Automated Malicious Log
  Analysis
LogPrécis: Unleashing Language Models for Automated Malicious Log AnalysisComputers & security (Comput. Secur.), 2023
Matteo Boffa
R. Valentim
L. Vassio
Danilo Giordano
Idilio Drago
Marco Mellia
Zied Ben-Houidi
355
18
0
17 Jul 2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual
  Similarity Using Contrastive Learning and Structured Knowledge
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured KnowledgeRecent Advances in Natural Language Processing (RANLP), 2023
Tim Schopf
Emanuel Gerber
Malte Ostendorff
Florian Matthes
560
7
0
15 Jul 2023
A Survey on Long Text Modeling with Transformers
A Survey on Long Text Modeling with Transformers
Zican Dong
Tianyi Tang
Lunyi Li
Wayne Xin Zhao
VLM
423
70
0
28 Feb 2023
An Understanding-Oriented Robust Machine Reading Comprehension Model
An Understanding-Oriented Robust Machine Reading Comprehension Model
Feiliang Ren
Yongkang Liu
Bochao Li
Shilei Liu
Bingchao Wang
Yuan Liu
Chunchao Liu
Qi Ma
225
3
0
01 Jul 2022
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long
  Financial Text Documents
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents
BolunNamirXia
Vipula Rawte
Mohammed J Zaki
Aparna Gupta
AI4TS
169
1
0
14 Jun 2022
End-to-end Spoken Conversational Question Answering: Task, Dataset and
  Model
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model
Chenyu You
Polydoros Giannouris
Fenglin Liu
Shen Ge
Xian Wu
Yuexian Zou
AuLLM
233
58
0
29 Apr 2022
Specialized Document Embeddings for Aspect-based Similarity of Research
  Papers
Specialized Document Embeddings for Aspect-based Similarity of Research PapersACM/IEEE Joint Conference on Digital Libraries (JCDL), 2022
Malte Ostendorff
Till Blume
Terry Ruas
Bela Gipp
Georg Rehm
191
25
0
28 Mar 2022
Deep Understanding based Multi-Document Machine Reading Comprehension
Deep Understanding based Multi-Document Machine Reading Comprehension
Feiliang Ren
Yongkang Liu
Bochao Li
Zhibo Wang
Yu Guo
Shilei Liu
Huimin Wu
Yuan Liu
Chunchao Liu
Bingchao Wang
109
2
0
25 Feb 2022
RoR: Read-over-Read for Long Document Machine Reading Comprehension
RoR: Read-over-Read for Long Document Machine Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Jing Zhao
Junwei Bao
Yifan Wang
Yongwei Zhou
Youzheng Wu
Xiaodong He
Bowen Zhou
AIMat
265
26
0
10 Sep 2021
Dynamic Sliding Window for Meeting Summarization
Dynamic Sliding Window for Meeting Summarization
Zhengyuan Liu
Nancy F. Chen
AI4TS
285
7
0
31 Aug 2021
The Law of Large Documents: Understanding the Structure of Legal
  Contracts Using Visual Cues
The Law of Large Documents: Understanding the Structure of Legal Contracts Using Visual Cues
Allison Hegel
Marina Shah
Genevieve Peaslee
Brendan Roof
Emad Elwany
AILaw
130
8
0
16 Jul 2021
VAULT: VAriable Unified Long Text Representation for Machine Reading
  Comprehension
VAULT: VAriable Unified Long Text Representation for Machine Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Haoyang Wen
Anthony Ferritto
Heng Ji
Radu Florian
Avirup Sil
183
3
0
07 May 2021
Knowledge Distillation for Improved Accuracy in Spoken Question
  Answering
Knowledge Distillation for Improved Accuracy in Spoken Question Answering
Chenyu You
Polydoros Giannouris
Yuexian Zou
424
58
0
21 Oct 2020
Towards Data Distillation for End-to-end Spoken Conversational Question
  Answering
Towards Data Distillation for End-to-end Spoken Conversational Question Answering
Chenyu You
Polydoros Giannouris
Fenglin Liu
Dongchao Yang
Yuexian Zou
321
51
0
18 Oct 2020
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