Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings

14 February 2022

Papers citing "Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings"

45 / 45 papers shown

Title
Scholar Inbox: Personalized Paper Recommendations for Scientists Markus Flicke Glenn Angrabeit Madhav Iyengar Vitalii Protsenko Illia Shakun ... Lukas Schuler Lewin Scholz Kavyanjali Agnihotri Yong Cao Andreas Geiger 26 0 0 11 Apr 2025
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization Ryan Barron Maksim E. Eren Olga M. Serafimova Cynthia Matuszek Boian S. Alexandrov AILaw 73 0 0 27 Feb 2025
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation SeongKu Kang Bowen Jin Wonbin Kweon Yu Zhang Dongha Lee J. Han Hwanjo Yu 57 0 0 16 Feb 2025
Improve Dense Passage Retrieval with Entailment Tuning Lu Dai Hao Liu Hui Xiong RALM 35 4 0 21 Oct 2024
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction Qianyue Hao Jingyang Fan Fengli Xu Jian Yuan Yong Li 24 0 0 10 Oct 2024
Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes Tim Schopf Alexander Blatzheim Nektarios Machner Florian Matthes VLM 21 1 0 08 Oct 2024
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization Ryan Barron Ves Grantcharov Selma Wanna Maksim E. Eren Manish Bhattarai ... George Tompkins Charles K. Nicholas Kim Ø. Rasmussen Cynthia Matuszek Boian S. Alexandrov RALM 31 6 0 03 Oct 2024
Conversational Exploratory Search of Scholarly Publications Using Knowledge Graphs Phillip Schneider Florian Matthes 21 0 0 01 Oct 2024
HDT: Hierarchical Document Transformer Haoyu He Markus Flicke Jan Buchmann Iryna Gurevych Andreas Geiger 35 0 0 11 Jul 2024
Artificial Intuition: Efficient Classification of Scientific Abstracts Harsh Sakhrani Naseela Pervez Anirudh Ravi Kumar Fred Morstatter Alexandra Graddy-Reed Andrea Belz 18 0 0 08 Jul 2024
NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing Tim Schopf Florian Matthes 57 0 0 21 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 42 27 0 16 Jun 2024
SymTax: Symbiotic Relationship and Taxonomy Fusion for Effective Citation Recommendation Karan Goyal Mayank Goel Vikram Goyal Mukesh Mohania 20 0 0 26 May 2024
Enriched BERT Embeddings for Scholarly Publication Classification Benjamin Wolff Eva Seidlmayer Konrad U. Förstner 16 3 0 07 May 2024
Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph Vladyslav Nechakhin Jennifer D'Souza Steffen Eger 46 4 0 03 May 2024
Learning representations of learning representations Rita González-Márquez Dmitry Kobak 22 0 0 12 Apr 2024
Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning Gustavo Bartz Guedes Ana Estela Antunes da Silva 19 2 0 30 Mar 2024
Since the Scientific Literature Is Multilingual, Our Models Should Be Too Abteen Ebrahimi Kenneth Church 11 0 0 27 Mar 2024
Benchmarking Retrieval-Augmented Generation for Medicine Guangzhi Xiong Qiao Jin Zhiyong Lu Aidong Zhang RALM 75 150 0 20 Feb 2024
Can we Soft Prompt LLMs for Graph Learning Tasks? Zheyuan Liu Xiaoxin He Yijun Tian Nitesh V. Chawla 47 21 0 15 Feb 2024
LEGOBench: Scientific Leaderboard Generation Benchmark Shruti Singh Shoaib Alam Husain Malwat Mayank Singh ELM 23 1 0 11 Jan 2024
Large Language Models on Graphs: A Comprehensive Survey Bowen Jin Gang Liu Chi Han Meng-Long Jiang Heng Ji Jiawei Han AI4CE 26 136 0 05 Dec 2023
Citation Recommendation on Scholarly Legal Articles Doğukan Arslan Saadet Sena Erdogan Gülşen Eryiğit AILaw 15 0 0 10 Nov 2023
GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs Yichuan Li Kaize Ding Kyumin Lee SSL 10 24 0 23 Oct 2023
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text Abhilash Nandy M. Kapadnis Pawan Goyal Niloy Ganguly 11 1 0 22 Oct 2023
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers N. Solovyev Ryan Barron Manish Bhattarai M. Eren Kim Ø. Rasmussen Boian S. Alexandrov 11 1 0 19 Sep 2023
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement Yang Gao Ji Ma I. Korotkov Keith B. Hall Dana Alon Donald Metzler 11 0 0 19 Sep 2023
When Large Language Models Meet Citation: A Survey Yang Zhang Yufei Wang Kai Wang Quan Z. Sheng Lina Yao A. Mahmood Wei Emma Zhang Rongying Zhao 50 7 0 18 Sep 2023
Encoding Multi-Domain Scientific Papers by Ensembling Multiple CLS Tokens Ronald Seoh Haw-Shiuan Chang Andrew McCallum 24 1 0 08 Sep 2023
MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction Gideon Maillette de Buy Wenniger Thomas van Dongen Lambert Schomaker 13 4 0 15 Aug 2023
Exploring the Landscape of Natural Language Processing Research Tim Schopf Karim Arabi Florian Matthes 21 13 0 20 Jul 2023
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval Qiao Jin Won Kim Qingyu Chen Donald C. Comeau Lana Yeganova John Wilbur Zhiyong Lu LM&MA MedIm 15 100 0 02 Jul 2023
Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection Erik Arakelyan Arnav Arora Isabelle Augenstein 19 9 0 01 Jun 2023
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings William Brannon Wonjune Kang S. Fulay Hang Jiang Brandon Roy Dwaipayan Roy Jad Kabbara SSL 14 22 0 23 May 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 24 13 0 23 May 2023
Paragraph-level Citation Recommendation based on Topic Sentences as Queries Zoran Medic Jan Snajder 3DV 21 0 0 20 May 2023
PubGraph: A Large-Scale Scientific Knowledge Graph Kian Ahrabian Xinwei Du Richard Delwin Myloth Arun Baalaaji Sankar Ananthan Jay Pujara 13 3 0 04 Feb 2023
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations Amanpreet Singh Mike DÁrcy Arman Cohan Doug Downey Sergey Feldman 14 79 0 23 Nov 2022
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation Recommendation Zoran Medic Jan Snajder 6 5 0 12 Sep 2022
Augmenting Scientific Creativity with Retrieval across Knowledge Domains Hyeonsu B Kang Sheshera Mysore Kevin Huang Haw-Shiuan Chang Thorben Prein Andrew McCallum A. Kittur E. Olivetti 26 9 0 02 Jun 2022
Fact Checking with Insufficient Evidence Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 27 14 0 05 Apr 2022
Specialized Document Embeddings for Aspect-based Similarity of Research Papers Malte Ostendorff Till Blume Terry Ruas Bela Gipp Georg Rehm 16 14 0 28 Mar 2022
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity Sheshera Mysore Arman Cohan Tom Hope 11 39 0 16 Nov 2021
A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Nils Rethmeier Isabelle Augenstein SSL VLM 85 90 0 25 Feb 2021
Data-Efficient Pretraining via Contrastive Self-Supervision Nils Rethmeier Isabelle Augenstein 15 20 0 02 Oct 2020