Interpretable Multi-dataset Evaluation for Named Entity Recognition

Interpretable Multi-dataset Evaluation for Named Entity Recognition

13 November 2020

Graham Neubig

Papers citing "Interpretable Multi-dataset Evaluation for Named Entity Recognition"

11 / 11 papers shown

Title
Statistical Dataset Evaluation: Reliability, Difficulty, and Validity Chengwen Wang Qingxiu Dong Xiaochen Wang Haitao Wang Zhifang Sui XAI 29 3 0 19 Dec 2022
hmBERT: Historical Multilingual Language Models for Named Entity Recognition Stefan Schweter Luisa März Katharina Schmid Erion cCano 41 18 0 31 May 2022
What do we Really Know about State of the Art NER? Sowmya Vajjala Ramya Balasubramaniam 19 15 0 29 Apr 2022
Polyglot Prompt: Multilingual Multitask PrompTraining Jinlan Fu See-Kiong Ng Pengfei Liu 29 7 0 29 Apr 2022
Interpreting Language Models Through Knowledge Graph Extraction Vinitra Swamy Angelika Romanou Martin Jaggi 26 20 0 16 Nov 2021
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction Bruno Taillé Vincent Guigue Geoffrey Scoutheeten Patrick Gallinari 73 5 0 24 Sep 2021
A Primer on Pretrained Multilingual Language Models Sumanth Doddapaneni Gowtham Ramesh Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar LRM 43 73 0 01 Jul 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 13 184 0 15 Apr 2021
ExplainaBoard: An Explainable Leaderboard for NLP Pengfei Liu Jinlan Fu Yanghua Xiao Weizhe Yuan Shuaichen Chang Junqi Dai Yixin Liu Zihuiwen Ye Zi-Yi Dou Graham Neubig XAI LRM ELM 23 54 0 13 Apr 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 254 285 0 02 Feb 2021
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? Hyunjae Kim Jaewoo Kang AI4CE 84 21 0 01 Jan 2021