Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks

26 January 2021

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