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2505.14471
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Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning
20 May 2025
Tong Li
Jiachuan Wang
Yongqi Zhang
Shuangyin Li
Lei Chen
VLM
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Papers citing
"Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning"
25 / 25 papers shown
Title
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction
Qianyue Hao
Jingyang Fan
Fengli Xu
Jian Yuan
Yong Li
67
9
0
10 Oct 2024
Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification
Martin Juan José Bucher
Marco Martini
ALM
AI4MH
125
36
0
12 Jun 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Zeyu Han
Chao Gao
Jinyang Liu
Jeff Zhang
Sai Qian Zhang
305
403
0
21 Mar 2024
PST-Bench: Tracing and Benchmarking the Source of Publications
Fanjin Zhang
Kun Cao
Yukuo Cen
Jifan Yu
Da Yin
Jie Tang
54
9
0
25 Feb 2024
Citance-Contextualized Summarization of Scientific Papers
S. Syed
Ahmad Dawar Hakimi
Khalid Al Khatib
Martin Potthast
121
6
0
04 Nov 2023
Lost in the Middle: How Language Models Use Long Contexts
Nelson F. Liu
Kevin Lin
John Hewitt
Ashwin Paranjape
Michele Bevilacqua
Fabio Petroni
Percy Liang
RALM
134
1,662
0
06 Jul 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding
Yu Zhang
Hao Cheng
Zhihong Shen
Xiaodong Liu
Yejiang Wang
Jianfeng Gao
88
14
0
23 May 2023
Patton: Language Model Pretraining on Text-Rich Networks
Bowen Jin
Wentao Zhang
Yu Zhang
Yu Meng
Xinyang Zhang
Qi Zhu
Jiawei Han
VLM
110
46
0
20 May 2023
Tell Me How to Survey: Literature Review Made Simple with Automatic Reading Path Generation
Jiayuan Ding
Tong Xiang
Zijing Ou
Wangyang Zuo
Ruihui Zhao
Chenghua Lin
Yefeng Zheng
Bang Liu
69
5
0
12 Oct 2021
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models
Robert L Logan IV
Ivana Balavzević
Eric Wallace
Fabio Petroni
Sameer Singh
Sebastian Riedel
VPVLM
106
212
0
24 Jun 2021
CLEAR: Contrastive Learning for Sentence Representation
Zhuofeng Wu
Sinong Wang
Jiatao Gu
Madian Khabsa
Fei Sun
Hao Ma
SSL
82
324
0
31 Dec 2020
Language Models are Few-Shot Learners
Tom B. Brown
Benjamin Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
...
Christopher Berner
Sam McCandlish
Alec Radford
Ilya Sutskever
Dario Amodei
BDL
1.1K
42,687
0
28 May 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers
Arman Cohan
Sergey Feldman
Iz Beltagy
Doug Downey
Daniel S. Weld
AI4TS
135
562
0
15 Apr 2020
Longformer: The Long-Document Transformer
Iz Beltagy
Matthew E. Peters
Arman Cohan
RALM
VLM
224
4,109
0
10 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations
Ting-Li Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
SSL
431
18,975
0
13 Feb 2020
Structural Scaffolds for Citation Intent Classification in Scientific Publications
Arman Cohan
Bridger Waleed Ammar
Madeleine van Zuylen
Field Cady
79
253
0
02 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text
Iz Beltagy
Kyle Lo
Arman Cohan
235
2,996
0
26 Mar 2019
Parameter-Efficient Transfer Learning for NLP
N. Houlsby
A. Giurgiu
Stanislaw Jastrzebski
Bruna Morrone
Quentin de Laroussilhe
Andrea Gesmundo
Mona Attariyan
Sylvain Gelly
238
4,549
0
02 Feb 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks
Jason W. Wei
Kai Zou
119
1,965
0
31 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
1.9K
95,554
0
11 Oct 2018
Representation Learning with Contrastive Predictive Coding
Aaron van den Oord
Yazhe Li
Oriol Vinyals
DRL
SSL
458
10,386
0
10 Jul 2018
Deep contextualized word representations
Matthew E. Peters
Mark Neumann
Mohit Iyyer
Matt Gardner
Christopher Clark
Kenton Lee
Luke Zettlemoyer
NAI
298
11,576
0
15 Feb 2018
Improved Regularization of Convolutional Neural Networks with Cutout
Terrance Devries
Graham W. Taylor
177
3,783
0
15 Aug 2017
Scientific document summarization via citation contextualization and scientific discourse
Arman Cohan
Nazli Goharian
204
96
0
12 Jun 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau
Douwe Kiela
Holger Schwenk
Loïc Barrault
Antoine Bordes
AI4TS
SSL
254
2,106
0
05 May 2017
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