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Single Sequence Prediction over Reasoning Graphs for Multi-hop QA

Single Sequence Prediction over Reasoning Graphs for Multi-hop QA

1 July 2023
Gowtham Ramesh
Makesh Narsimhan Sreedhar
Junjie Hu
ArXivPDFHTML

Papers citing "Single Sequence Prediction over Reasoning Graphs for Multi-hop QA"

8 / 8 papers shown
Title
A Context-Enhanced Framework for Sequential Graph Reasoning
A Context-Enhanced Framework for Sequential Graph Reasoning
Shuo Shi
Chao Peng
Chenyang Xu
Zhengfeng Yang
113
0
0
12 Dec 2024
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for
  Retrieval-Augmented Generation
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation
Jinyuan Fang
Zaiqiao Meng
Craig Macdonald
RALM
LRM
44
6
0
17 Jun 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question
  Answering using LLMs
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs
Pranoy Panda
Ankush Agarwal
Chaitanya Devaguptapu
Manohar Kaul
Prathosh A P
RALM
27
10
0
10 Jun 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Bernal Jiménez Gutiérrez
Yiheng Shu
Yu Gu
Michihiro Yasunaga
Yu-Chuan Su
RALM
CLL
68
33
0
23 May 2024
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question
  Answering
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering
Mingxuan Ju
W. Yu
Tong Zhao
Chuxu Zhang
Yanfang Ye
61
24
0
06 Oct 2022
From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question
  Answering
From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering
Xin-Yi Li
Weixian Lei
Yubin Yang
RALM
98
22
0
24 May 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction
Modeling Multi-hop Question Answering as Single Sequence Prediction
Semih Yavuz
Kazuma Hashimoto
Yingbo Zhou
N. Keskar
Caiming Xiong
43
27
0
18 May 2022
Answering Complex Open-domain Questions Through Iterative Query
  Generation
Answering Complex Open-domain Questions Through Iterative Query Generation
Peng Qi
Xiaowen Lin
L. Mehr
Zijian Wang
Christopher D. Manning
RALM
ReLM
LRM
179
117
0
15 Oct 2019
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