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2101.10642
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Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks
26 January 2021
Hyunjin Choi
Judong Kim
Seongho Joe
Youngjune Gwon
SSeg
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Papers citing
"Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks"
26 / 26 papers shown
Title
Towards an Explainable Comparison and Alignment of Feature Embeddings
Mohammad Jalali
Bahar Dibaei Nia
Farzan Farnia
55
0
0
06 Jun 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses
Rohitash Chandra
Aryan Chaudhary
Yeshwanth Rayavarapu
128
0
0
27 Mar 2025
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking
Jun Bai
Zhuofan Chen
Zhenzi Li
Hanhua Hong
Jianfei Zhang
Chen Li
Chenghua Lin
Wenge Rong
69
1
0
24 Sep 2024
Evaluation of pretrained language models on music understanding
Yannis Vasilakis
Rachel M. Bittner
Johan Pauwels
99
1
0
17 Sep 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark
Hongliu Cao
AI4TS
109
15
0
27 May 2024
Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation
Zhankui He
Zhouhang Xie
Harald Steck
Dawen Liang
Rahul Jha
Nathan Kallus
Julian McAuley
111
7
0
20 May 2024
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings
Gaifan Zhang
Yi Zhou
Danushka Bollegala
59
4
0
20 Mar 2024
Distilling and Retrieving Generalizable Knowledge for Robot Manipulation via Language Corrections
Lihan Zha
Yuchen Cui
Li-Heng Lin
Minae Kwon
Montse Gonzalez Arenas
Andy Zeng
Fei Xia
Dorsa Sadigh
107
37
0
17 Nov 2023
Unsupervised Domain Adaption for Neural Information Retrieval
Carlos Dominguez
Jon Ander Campos
Eneko Agirre
Gorka Azkune
48
0
0
13 Oct 2023
Tuning Multi-mode Token-level Prompt Alignment across Modalities
Dongsheng Wang
Miaoge Li
Xinyang Liu
Mingsheng Xu
Bo Chen
Hanwang Zhang
VLM
108
19
0
25 Sep 2023
The Daunting Dilemma with Sentence Encoders: Success on Standard Benchmarks, Failure in Capturing Basic Semantic Properties
Yash Mahajan
Naman Bansal
S. Karmaker
49
3
0
07 Sep 2023
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction
Andrei Catalin Coman
Christos Theodoropoulos
Marie-Francine Moens
James Henderson
ViT
67
0
0
28 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning
Zehan Li
Xin Zhang
Yanzhao Zhang
Dingkun Long
Pengjun Xie
Meishan Zhang
179
420
0
07 Aug 2023
Catalysis distillation neural network for the few shot open catalyst challenge
B. Deng
21
0
0
31 May 2023
Explaining RL Decisions with Trajectories
Shripad Deshmukh
Arpan Dasgupta
Balaji Krishnamurthy
Nan Jiang
Chirag Agarwal
Georgios Theocharous
J. Subramanian
OffRL
74
5
0
06 May 2023
Is Cross-modal Information Retrieval Possible without Training?
Hyunjin Choi
HyunJae Lee
Seongho Joe
Youngjune Gwon
40
1
0
20 Apr 2023
Zero-guidance Segmentation Using Zero Segment Labels
Pitchaporn Rewatbowornwong
Nattanat Chatthee
Ekapol Chuangsuwanich
Supasorn Suwajanakorn
VLM
60
12
0
23 Mar 2023
L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi
Ananya Joshi
Aditi Kajale
Janhavi Gadre
Samruddhi Deode
Raviraj Joshi
83
12
0
21 Nov 2022
Adversarial Learning-based Stance Classifier for COVID-19-related Health Policies
Feng Xie
Zhong Zhang
Xuechen Zhao
Haiyang Wang
Jiaying Zou
Lei Tian
Bin Zhou
Yusong Tan
78
8
0
10 Sep 2022
Revising Image-Text Retrieval via Multi-Modal Entailment
Xu Yan
Chunhui Ai
Ziqiang Cao
Min Cao
Sujian Li
Wen-Yi Chen
Guohong Fu
78
0
0
22 Aug 2022
KE-QI: A Knowledge Enhanced Article Quality Identification Dataset
Chunhui Ai
Derui Wang
Xuemi Yan
Yang Xu
Wenrui Xie
Ziqiang Cao
55
0
0
15 Jun 2022
A Survey on Sentence Embedding Models Performance for Patent Analysis
Hamid Bekamiri
D. Hain
Roman Jurowetzki
AILaw
48
5
0
28 Apr 2022
Modelling the semantics of text in complex document layouts using graph transformer networks
T. Barillot
Jacob Saks
Polena Lilyanova
Edward Torgas
Yachen Hu
Yuanqing Liu
Varun Balupuri
P. Gaskell
GNN
53
0
0
18 Feb 2022
Discovering Supply Chain Links with Augmented Intelligence
Achintya Gopal
Chun-Han Chang
61
3
0
02 Nov 2021
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents
Song Feng
S. Patel
H. Wan
Sachindra Joshi
78
68
0
26 Sep 2021
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance
Carel van Niekerk
A. Malinin
Christian Geishauser
Michael Heck
Hsien-chin Lin
Nurul Lubis
Shutong Feng
Milica Gavsić
105
9
0
09 Sep 2021
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