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Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning
v1v2 (latest)

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
ArXiv (abs)PDFHTML

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
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
Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification
Martin Juan José Bucher
Marco Martini
ALMAI4MH
125
36
0
12 Jun 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
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
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
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
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
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
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
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
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
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
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
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
Longformer: The Long-Document Transformer
Iz Beltagy
Matthew E. Peters
Arman Cohan
RALMVLM
224
4,109
0
10 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations
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
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
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
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
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
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLMSSLSSeg
1.9K
95,554
0
11 Oct 2018
Representation Learning with Contrastive Predictive Coding
Representation Learning with Contrastive Predictive Coding
Aaron van den Oord
Yazhe Li
Oriol Vinyals
DRLSSL
458
10,386
0
10 Jul 2018
Deep contextualized word representations
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
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
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
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau
Douwe Kiela
Holger Schwenk
Loïc Barrault
Antoine Bordes
AI4TSSSL
254
2,106
0
05 May 2017
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