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2210.11708
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Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
21 October 2022
Xingwei He
Yeyun Gong
Alex Jin
Weizhen Qi
Hang Zhang
Jian Jiao
Bartuer Zhou
Biao Cheng
Sm Yiu
Nan Duan
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Papers citing
"Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning"
10 / 10 papers shown
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking
International Conference on Computational Linguistics (COLING), 2024
Dezhi Ye
Junwei Hu
Jiabin Fan
Bowen Tian
Jie Liu
Haijin Liang
Jin Ma
354
4
0
07 Nov 2024
MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning
Wanqing Cui
Keping Bi
Jiafeng Guo
Xueqi Cheng
SyDa
ReLM
RALM
LRM
415
16
0
21 Feb 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Weiqi Wang
Tianqing Fang
Chunyang Li
Haochen Shi
Wenxuan Ding
...
Jiaxin Bai
Xin Liu
Cheng Jiayang
Chunkit Chan
Yangqiu Song
LRM
348
44
0
14 Jan 2024
Noisy Pair Corrector for Dense Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hang Zhang
Yeyun Gong
Xingwei He
Dayiheng Liu
Daya Guo
Jiancheng Lv
Jian Guo
239
9
0
07 Nov 2023
BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yufei Tian
Felix Zhang
Nanyun Peng
187
0
0
25 Oct 2023
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning
Neural Information Processing Systems (NeurIPS), 2023
Yunxiang Zhang
Xiaojun Wan
AILaw
LRM
304
10
0
21 Jun 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking
International Conference on Information and Knowledge Management (CIKM), 2023
Jiaqi Bai
Hongcheng Guo
Jiaheng Liu
Jian Yang
Xinnian Liang
Zhao Yan
Zhoujun Li
RALM
266
16
0
29 May 2023
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xingwei He
Yeyun Gong
Alex Jin
Hang Zhang
Anlei Dong
Jian Jiao
Siu-Ming Yiu
Nan Duan
RALM
344
7
0
18 Dec 2022
VER: Unifying Verbalizing Entities and Relations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jie Huang
Kevin Chen-Chuan Chang
387
1
0
20 Nov 2022
Billion-scale similarity search with GPUs
IEEE Transactions on Big Data (TBD), 2017
Jeff Johnson
Matthijs Douze
Edouard Grave
1.3K
4,945
0
28 Feb 2017
1
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