activity
20142026
most citedBeyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

565 citations · 984 across the 75 of their papers we have counts for

collaborators
Showing 2020Show all

6 papers · 1 filter

cs.CL2020★ 6 cited

Simple-QE: Better Automatic Quality Estimation for Text Simplification

Reno Kriz, Marianna Apidianaki, Chris Callison-Burch

Text simplification systems generate versions of texts that are easier to understand for a broader audience. The quality of simplified texts is generally estimated using metrics th…

cs.CL2020★ 1 cited

Automatic Standardization of Colloquial Persian

Mohammad Sadegh Rasooli, Farzane Bakhtyari, Fatemeh Shafiei +2

The Iranian Persian language has two varieties: standard and colloquial. Most natural language processing tools for Persian assume that the text is in standard form: this assumptio…

cs.CL2020

RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text

Liam Dugan, Daphne Ippolito, Arun Kirubarajan +1

In recent years, large neural networks for natural language generation (NLG) have made leaps and bounds in their ability to generate fluent text. However, the tasks of evaluating q…

cs.CL2020★ 30 cited

Reasoning about Goals, Steps, and Temporal Ordering with WikiHow

Li Zhang, Qing Lyu, Chris Callison-Burch

We propose a suite of reasoning tasks on two types of relations between procedural events: goal-step relations ("learn poses" is a step in the larger goal of "doing yoga") and step…

cs.CL2020★ 12 cited

Intent Detection with WikiHow

Li Zhang, Qing Lyu, Chris Callison-Burch

Modern task-oriented dialog systems need to reliably understand users' intents. Intent detection is most challenging when moving to new domains or new languages, since there is lit…

cs.CL2020

Toward Better Storylines with Sentence-Level Language Models

Daphne Ippolito, David Grangier, Douglas Eck +1

We propose a sentence-level language model which selects the next sentence in a story from a finite set of fluent alternatives. Since it does not need to model fluency, the sentenc…