Identification of Tasks, Datasets, Evaluation Metrics, and Numeric
Scores for Scientific Leaderboards Construction

Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction

21 June 2019

Francesca Bonin

Debasis Ganguly

Papers citing "Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction"

16 / 16 papers shown

Title
What We Talk About When We Talk About LMs: Implicit Paradigm Shifts and the Ship of Language Models Shengqi Zhu Jeffrey M. Rzeszotarski KELM 64 1 0 02 Jul 2024
Scaling Automatic Extraction of Pseudocode Levent Toksoz Gang Tan C. L. Giles 38 0 0 07 Jun 2024
CARE: Extracting Experimental Findings From Clinical Literature Aakanksha Naik Bailey Kuehl Erin Bransom Doug Downey Tom Hope 28 1 0 16 Nov 2023
PolyIE: A Dataset of Information Extraction from Polymer Material Scientific Literature Jerry Junyang Cheung Yuchen Zhuang Yinghao Li Pranav Shetty Wantian Zhao Sanjeev Grampurohit R. Ramprasad Chao Zhang AI4CE 14 11 0 13 Nov 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
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select Yuchen Zhuang Yinghao Li Jerry Junyang Cheung Yue Yu Yingjun Mou Xinyu Chen Le Song Chao Zhang 26 19 0 26 Oct 2022
A Dataset for N-ary Relation Extraction of Drug Combinations Aryeh Tiktinsky Vijay Viswanathan Danna Niezni D. Azagury Y. Shamay Hillel Taub-Tabib Tom Hope Yoav Goldberg 37 18 0 04 May 2022
Pattern-based Acquisition of Scientific Entities from Scholarly Article Titles Jennifer D'Souza Soeren Auer 27 11 0 01 Sep 2021
Automated Mining of Leaderboards for Empirical AI Research Salomon Kabongo KABENAMUALU Jennifer D'Souza Sören Auer 41 29 0 31 Aug 2021
COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews Shruti Singh M. Singh Pawan Goyal 24 8 0 09 Aug 2021
D2S: Document-to-Slide Generation Via Query-Based Text Summarization Edward Sun Yufang Hou Dakuo Wang Yunfeng Zhang N. Wang 30 34 0 08 May 2021
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines M. Y. Jaradeh Kuldeep Singh M. Stocker A. Both Sören Auer 16 7 0 22 Feb 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 83 84 0 30 Jan 2021
Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu Rik Koncel-Kedziorski Mari Ostendorf Hannaneh Hajishirzi 35 15 0 19 Sep 2020
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context Xinyi Zheng Doug Burdick Lucian Popa Xu Zhong N. Wang LMTD 33 142 0 01 May 2020
SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain Madeleine van Zuylen Hannaneh Hajishirzi Iz Beltagy 27 160 0 01 May 2020