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20172026
most citedBeyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

565 citations · 1k across the 46 of their papers we have counts for

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Showing 2022 · cs.CLShow all

7 papers · 2 filters

cs.CL2022

SMAuC -- The Scientific Multi-Authorship Corpus

Janek Bevendorff, Philipp Sauer, Lukas Gienapp +4

The rapidly growing volume of scientific publications offers an interesting challenge for research on methods for analyzing the authorship of documents with one or more authors. Ho…

cs.CL2022

Summary Workbench: Unifying Application and Evaluation of Text Summarization Models

Shahbaz Syed, Dominik Schwabe, Martin Potthast

This paper presents Summary Workbench, a new tool for developing and evaluating text summarization models. New models and evaluation measures can be easily integrated as Docker-bas…

cs.CL2022

Differential Bias: On the Perceptibility of Stance Imbalance in Argumentation

Alonso Palomino, Martin Potthast, Khalid Al-Khatib +1

Most research on natural language processing treats bias as an absolute concept: Based on a (probably complex) algorithmic analysis, a sentence, an article, or a text is classified…

cs.CL2022★ 2 cited

Trigger Warnings: Bootstrapping a Violence Detector for FanFiction

Magdalena Wolska, Christopher Schröder, Ole Borchardt +2

We present the first dataset and evaluation results on a newly defined computational task of trigger warning assignment. Labeled corpus data has been compiled from narrative works…

cs.CL2022★ 565 cited

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448

Language models demonstrate both quantitative improvement and new qualitative capabilities with increasing scale. Despite their potentially transformative impact, these new capabil…

cs.CL2022

Clickbait Spoiling via Question Answering and Passage Retrieval

Matthias Hagen, Maik Fröbe, Artur Jurk +1

We introduce and study the task of clickbait spoiling: generating a short text that satisfies the curiosity induced by a clickbait post. Clickbait links to a web page and advertise…

cs.CL2022★ 1 cited

Tracking Discourse Influence in Darknet Forums

Christopher Akiki, Lukas Gienapp, Martin Potthast

This technical report documents our efforts in addressing the tasks set forth by the 2021 AMoC (Advanced Modelling of Cyber Criminal Careers) Hackathon. Our main contribution is a…