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Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking
  Reasoning Interpretability
v1v2 (latest)

Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
14 April 2021
Xin Lv
Yixin Cao
Lei Hou
Juan-Zi Li
Zhiyuan Liu
Yichi Zhang
Zelin Dai
    LRM
ArXiv (abs)PDFHTMLGithub (19★)

Papers citing "Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability"

9 / 9 papers shown
Enhancing Serendipity Recommendation System by Constructing Dynamic User Knowledge Graphs with Large Language Models
Enhancing Serendipity Recommendation System by Constructing Dynamic User Knowledge Graphs with Large Language Models
Qian Yong
Yanhui Li
Jialiang Shi
Yaguang Dou
Tian Qi
196
0
0
06 Aug 2025
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
Sichu Liang
Linhai Zhang
Hongyu Zhu
Wenwen Wang
Yulan He
Deyu Zhou
RALM
334
10
0
19 Feb 2025
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion
Large Language Model-Enhanced Symbolic Reasoning for Knowledge Base Completion
Qiyuan He
Jianfei Yu
Wenya Wang
LRM
444
3
0
03 Jan 2025
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning
  Skills in Large Language Models
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2024
Yantao Liu
Zijun Yao
Xin Lv
Yuchen Fan
S. Cao
Jifan Yu
Lei Hou
Juanzi Li
294
4
0
04 Apr 2024
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with
  Fast and Slow Reasoning and Filtered Rules
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules
Mohammad Hossein Khojasteh
Najmeh Torabian
Ali Farjami
Saeid Hosseini
B. Minaei-Bidgoli
LRM
302
0
0
21 Oct 2023
ReOnto: A Neuro-Symbolic Approach for Biomedical Relation Extraction
ReOnto: A Neuro-Symbolic Approach for Biomedical Relation Extraction
Monika Jain
Kuldeep Singh
Raghava Mutharaju
203
7
0
04 Sep 2023
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text
  Understanding
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Zijun Yao
Yantao Liu
Xin Lv
S. Cao
Jifan Yu
Lei Hou
Juanzi Li
255
11
0
06 Jul 2023
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph
  Reasoning
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yushi Bai
Xin Lv
Juanzi Li
Lei Hou
Yincen Qu
Zelin Dai
Feiyu Xiong
RALMOffRLLRM
311
25
0
17 Jan 2022
Explainable Biomedical Recommendations via Reinforcement Learning
  Reasoning on Knowledge Graphs
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs
G. Edwards
Sebastian Nilsson
Benedek Rozemberczki
Eliseo Papa
256
14
0
20 Nov 2021
1
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