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
Topic Segmentation Model Focusing on Local Context Jeonghwan Lee Jiyeong Han Sunghoon Baek M. Song 22 4 0 05 Jan 2023
Logic Mill -- A Knowledge Navigation System Sebastian Erhardt Mainak Ghosh Erik Buunk Michael E. Rose Dietmar Harhoff 16 2 0 31 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 282 0 19 Dec 2022
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 27 4 0 17 Dec 2022
Scientific Paper Extractive Summarization Enhanced by Citation Graphs Preslav Nakov Mingzhe Li Shen Gao Rui Yan Xin Gao Xiangliang Zhang 25 12 0 08 Dec 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer Zhengbao Jiang Luyu Gao Jun Araki Haibo Ding Zhiruo Wang Jamie Callan Graham Neubig RALM 32 40 0 05 Dec 2022
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations Amanpreet Singh Mike DÁrcy Arman Cohan Doug Downey Sergey Feldman 29 82 0 23 Nov 2022
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval Minghan Li Sheng-Chieh Lin Barlas Oğuz Asish Ghoshal Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 32 26 0 18 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 45 88 0 16 Nov 2022
An Inclusive Notion of Text Ilia Kuznetsov Iryna Gurevych 35 0 0 10 Nov 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Hiroki Iida Naoaki Okazaki 42 4 0 08 Nov 2022
Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach Jiayao Zhang Hongming Zhang Zhun Deng Dan Roth 43 14 0 07 Nov 2022
Hierarchical Multi-Label Classification of Scientific Documents Mobashir Sadat Cornelia Caragea 19 18 0 05 Nov 2022
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents Domenic Rosati 26 0 0 28 Oct 2022
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu Chenyan Xiong Si Sun Chao Zhang Arnold Overwijk VLM OOD 52 22 0 27 Oct 2022
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining Renqian Luo Liai Sun Yingce Xia Tao Qin Sheng Zhang Hoifung Poon Tie-Yan Liu MedIm AI4CE LM&MA 62 790 0 19 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 30 374 0 13 Oct 2022
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling Haw-Shiuan Chang Ruei-Yao Sun Kathryn Ricci Andrew McCallum 43 15 0 10 Oct 2022
Mapping STI ecosystems via Open Data: overcoming the limitations of conflicting taxonomies. A case study for Climate Change Research in Denmark N. Bovenzi Nicolau Duran-Silva F. Massucci Francesco Multari Cèsar Parra-Rojas Josep Pujol-Llatse 16 0 0 19 Sep 2022
CSL: A Large-scale Chinese Scientific Literature Dataset Yudong Li Yuqing Zhang Zhe Zhao Lin-cheng Shen Weijie Liu Weiquan Mao Hui Zhang AILaw 135 50 0 12 Sep 2022
FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs Harmanpreet Kaur Doug Downey Amanpreet Singh Evie (Yu-Yen) Cheng Daniel S. Weld Jonathan Bragg 37 4 0 16 Aug 2022
Threddy: An Interactive System for Personalized Thread-based Exploration and Organization of Scientific Literature Hyeonsu B Kang Joseph Chee Chang Yongsung Kim A. Kittur 40 41 0 06 Aug 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 39 9 0 02 Jun 2022
Target-aware Abstractive Related Work Generation with Contrastive Learning Preslav Nakov Hind Alamro Li Mingzhe Shen Gao Rui Yan Xin Gao Xiangliang Zhang 3DV 157 27 0 26 May 2022
A Computational Inflection for Scientific Discovery Tom Hope Doug Downey Oren Etzioni Daniel S. Weld Eric Horvitz AI4CE 32 32 0 04 May 2022
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds Yu Zhang Yu Meng Xuan Wang Sheng Wang Jiawei Han 68 14 0 04 May 2022
A Thorough Examination on Zero-shot Dense Retrieval Ruiyang Ren Yingqi Qu Qingbin Liu Wayne Xin Zhao Qifei Wu Yuchen Ding Hua Wu Haifeng Wang Ji-Rong Wen 37 41 0 27 Apr 2022
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations Qingyu Chen Alexis Allot Robert Leaman Rezarta Islamaj Dougan Jingcheng Du ... S. Pujari Mariia Chizhikova Naveen Sivadasan Naveen Sivadasan Zhiyong Lu 27 30 0 20 Apr 2022
LinkBERT: Pretraining Language Models with Document Links Michihiro Yasunaga J. Leskovec Percy Liang KELM 29 353 0 29 Mar 2022
RELIC: Retrieving Evidence for Literary Claims Katherine Thai Yapei Chang Kalpesh Krishna Mohit Iyyer RALM 31 16 0 18 Mar 2022
Community-Driven Comprehensive Scientific Paper Summarization: Insight from cvpaper.challenge Shintaro Yamamoto Hirokatsu Kataoka Ryota Suzuki Seitaro Shinagawa Shigeo Morishima 32 0 0 17 Mar 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval Canwen Xu Daya Guo Nan Duan Julian McAuley RALM VLM 29 46 0 11 Mar 2022
Virtual, Augmented, and Mixed Reality for Human-Robot Interaction: A Survey and Virtual Design Element Taxonomy M. Walker Thao Phung Tathagata Chakraborti T. Williams D. Szafir 25 80 0 23 Feb 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings Malte Ostendorff Nils Rethmeier Isabelle Augenstein Bela Gipp Georg Rehm 28 73 0 14 Feb 2022
A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using Literals Cristian Santini Genet Asefa Gesese Silvio Peroni Aldo Gangemi Harald Sack Mehwish Alam 38 21 0 24 Jan 2022
Coherence-Based Distributed Document Representation Learning for Scientific Documents Shicheng Tan Shu Zhao Yanping Zhang 12 2 0 08 Jan 2022
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 39 385 0 02 Dec 2021
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity Sheshera Mysore Arman Cohan Tom Hope 11 39 0 16 Nov 2021
Cross-Lingual Citations in English Papers: A Large-Scale Analysis of Prevalence, Usage, and Impact T. Saier Michael Färber Tornike Tsereteli 31 9 0 07 Nov 2021
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik J. Lehman Carolyn Rose 46 7 0 02 Nov 2021
SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation Hong Chen Hiroya Takamura Hideki Nakayama 14 18 0 20 Oct 2021
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin Chenyan Xiong A. Srinivasan Ankita Sharma Damien Jose Paul N. Bennett VLM 83 41 0 14 Oct 2021
Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Yi Huang Buse Giledereli Abdullatif Köksal Arzucan Özgür Elif Özkirimli VLM 39 77 0 10 Sep 2021
Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery Jason Portenoy Marissa Radensky Jevin D. West Eric Horvitz Daniel S. Weld Tom Hope 94 31 0 12 Aug 2021
VitaLITy: Promoting Serendipitous Discovery of Academic Literature with Transformers & Visual Analytics Arpit Narechania Alireza Karduni Ryan Wesslen Emily Wall 54 25 0 07 Aug 2021
MOOCRep: A Unified Pre-trained Embedding of MOOC Entities Shalini Pandey Jaideep Srivastava 19 0 0 12 Jul 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 270 977 0 17 Apr 2021
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by Example Sheshera Mysore Timothy J. O'Gorman Andrew McCallum Hamed Zamani 34 20 0 24 Mar 2021
OAG-BERT: Towards A Unified Backbone Language Model For Academic Knowledge Services Xiao Liu Da Yin Jingnan Zheng Xingjian Zhang Peng Zhang Hongxia Yang Yuxiao Dong Jie Tang VLM 45 30 0 03 Mar 2021
Simplified Data Wrangling with ir_datasets Sean MacAvaney Andrew Yates Sergey Feldman Doug Downey Arman Cohan Nazli Goharian 38 108 0 03 Mar 2021