SPECTER: Document-level Representation Learning using Citation-informed Transformers

15 April 2020

Arman Cohan

Papers citing "SPECTER: Document-level Representation Learning using Citation-informed Transformers"

50 / 103 papers shown

Title
Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search Songhao Wu Quan Tu Hong Liu Jia Xu Zhongyi Liu Guannan Zhang Ran Wang Xiuying Chen Rui Yan 9 4 0 20 May 2025
Introspective Growth: Automatically Advancing LLM Expertise in Technology Judgment Siyang Wu Honglin Bao Nadav Kunievsky James A. Evans 17 0 0 18 May 2025
LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations Yile Wang Zhanyu Shen Hui Huang 34 0 0 15 May 2025
VizCV: AI-assisted visualization of researchers' publications tracks Vladimír Lazárik Marco Agus Barbora Kozlíková Pere-Pau Vázquez 41 0 0 13 May 2025
AdaParse: An Adaptive Parallel PDF Parsing and Resource Scaling Engine Carlo Siebenschuh Kyle Hippe Ozan Gokdemir Alexander Brace A. Khan ... V. Vishwanath R. Stevens Arvind Ramanathan Ian Foster Robert Underwood MoE 51 0 0 23 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 47 0 0 15 Apr 2025
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG Hengran Zhang Minghao Tang Keping Bi J. Guo Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng 21 0 0 07 Apr 2025
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling Hengran Zhang Keping Bi J. Guo Xiaojie Sun Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng RALM 221 0 0 07 Apr 2025
Detecting LLM-Generated Peer Reviews Vishisht Rao Aounon Kumar Himabindu Lakkaraju Nihar B. Shah DeLMO AAML 86 0 0 20 Mar 2025
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims D. Rao Weiqiu You Eric Wong Chris Callison-Burch 66 0 0 11 Mar 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 78 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 Jiawei Han Hwanjo Yu 63 1 0 16 Feb 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 92 7 0 28 Jan 2025
Citation Structural Diversity: A Novel and Concise Metric Combining Structure and Semantics for Literature Evaluation Mingyue Kong Yinglong Zhang Likun Sheng Kaifeng Hong 30 0 0 05 Jan 2025
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li Mengdi Zhang 118 9 0 22 Dec 2024
LLMs can Realize Combinatorial Creativity: Generating Creative Ideas via LLMs for Scientific Research Tianyang Gu Jingjin Wang Zhihao Zhang HaoHong Li LRM 88 2 0 18 Dec 2024
Cocoa: Co-Planning and Co-Execution with AI Agents K. J. Kevin Feng Kevin Pu Matt Latzke Tal August Pao Siangliulue Jonathan Bragg Daniel S. Weld Amy X. Zhang Joseph Chee Chang LM&Ro LLMAG 101 4 0 14 Dec 2024
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 33 4 0 03 Oct 2024
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 34 8 0 16 Aug 2024
Harvesting Textual and Structured Data from the HAL Publication Repository Francis Kulumba Wissam Antoun Guillaume Vimont Laurent Romary 40 2 0 30 Jul 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu M. D. Wang Joyce C. Ho Chao Zhang Carl Yang LM&MA 40 19 0 29 Apr 2024
IR2: Information Regularization for Information Retrieval Jianyou Wang Kaicheng Wang Xiaoyue Wang Weili Cao R. Paturi Leon Bergen 46 1 0 25 Feb 2024
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism Hippolyte Gisserot-Boukhlef Manuel Faysse Emmanuel Malherbe C´eline Hudelot Pierre Colombo 34 2 0 20 Feb 2024
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation Shuai Wang Ekaterina Khramtsova Shengyao Zhuang Guido Zuccon 34 11 0 19 Feb 2024
Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning Yingqian Min Kun Zhou Dawei Gao Wayne Xin Zhao He Hu Yaliang Li 31 1 0 07 Jan 2024
Citation Recommendation on Scholarly Legal Articles Doğukan Arslan Saadet Sena Erdogan Gülşen Eryiğit AILaw 39 0 0 10 Nov 2023
Labor Space: A Unifying Representation of the Labor Market via Large Language Models Seongwoon Kim Yong-Yeol Ahn Jaehyuk Park 19 1 0 09 Nov 2023
GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs Yichuan Li Kaize Ding Kyumin Lee SSL 30 25 0 23 Oct 2023
Papeos: Augmenting Research Papers with Talk Videos Tae Soo Kim Matt Latzke Jonathan Bragg Amy X. Zhang Joseph Chee Chang 22 10 0 29 Aug 2023
MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction Gideon Maillette de Buy Wenniger Thomas van Dongen Lambert Schomaker 18 4 0 15 Aug 2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge Tim Schopf Emanuel Gerber Malte Ostendorff Florian Matthes 56 4 0 15 Jul 2023
Efficient Domain Adaptation of Sentence Embeddings Using Adapters Tim Schopf Dennis Schneider Florian Matthes 28 5 0 06 Jul 2023
TOBY: A Tool for Exploring Data in Academic Survey Papers Tathagata Chakraborti Jungkoo Kang Christian Muise S. Sreedharan Michael Walker D. Szafir T. Williams 23 0 0 13 Jun 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 18 8 0 24 May 2023
Referral Augmentation for Zero-Shot Information Retrieval Michael Tang Shunyu Yao John Yang Karthik Narasimhan 30 3 0 24 May 2023
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics Shaurya Rohatgi Yanxia Qin Benjamin Aw Niranjana Unnithan MingSung Kan LMTD 20 12 0 24 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 32 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 48 45 0 20 May 2023
Paragraph-level Citation Recommendation based on Topic Sentences as Queries Zoran Medic Jan Snajder 3DV 31 0 0 20 May 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng 16 12 0 18 May 2023
Semantic Similarity Measure of Natural Language Text through Machine Learning and a Keyword-Aware Cross-Encoder-Ranking Summarizer -- A Case Study Using UCGIS GIS&T Body of Knowledge Yuanyuan Tian Wenwen Li Sizhe Wang Zhining Gu 24 3 0 17 May 2023
Editable User Profiles for Controllable Text Recommendation Sheshera Mysore Mahmood Jasim Andrew McCallum Hamed Zamani 17 16 0 09 Apr 2023
Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks Zejiang Shen Tal August Pao Siangliulue Kyle Lo Jonathan Bragg Jeff Hammerbacher Doug Downey Joseph Chee Chang David Sontag ELM 24 18 0 05 Apr 2023
MetaEnhance: Metadata Quality Improvement for Electronic Theses and Dissertations of University Libraries Muntabir Hasan Choudhury Lamia Salsabil Himarsha R. Jayanetti Jian Wu William A. Ingram Edward A. Fox 11 3 0 30 Mar 2023
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval S. Campese Ivano Lauriola Alessandro Moschitti 18 3 0 30 Mar 2023
The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces Kyle Lo Joseph Chee Chang Andrew Head Jonathan Bragg Amy X. Zhang ... Caroline M Wu Jiangjiang Yang Angele Zamarron Marti A. Hearst Daniel S. Weld 32 19 0 25 Mar 2023
A Gold Standard Dataset for the Reviewer Assignment Problem Ivan Stelmakh John Wieting Graham Neubig Nihar B. Shah 37 15 0 23 Mar 2023
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research Arpandeep Khatua Vikram Sharma Mailthody Bhagyashree Taleka Tengfei Ma Xiang Song Wen-mei W. Hwu AI4CE 48 38 0 27 Feb 2023
ComLittee: Literature Discovery with Personal Elected Author Committees Hyeonsu B Kang Nouran Soliman Matt Latzke Joseph Chee Chang Jonathan Bragg 37 13 0 14 Feb 2023
The Semantic Scholar Open Data Platform Rodney Michael Kinney Chloe Anastasiades Russell Authur Iz Beltagy Jonathan Bragg ... Caroline M Wu Jiangjiang Yang Angele Zamarron Madeleine van Zuylen Daniel S. Weld 32 93 0 24 Jan 2023