Chris Alberti | DeepAI

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∙ 05/23/2023

μPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge

Cross-lingual summarization consists of generating a summary in one lang...

0 Fantine Huot, et al. ∙

∙ 11/22/2022

Coreference Resolution through a seq2seq Transition-Based System

Most recent coreference resolution systems use search algorithms over po...

0 Bernd Bohnet, et al. ∙

∙ 11/16/2022

Towards Computationally Verifiable Semantic Grounding for Language Models

The paper presents an approach to semantic grounding of language models ...

0 Chris Alberti, et al. ∙

∙ 11/15/2022

QAmeleon: Multilingual QA with Only 5 Examples

The availability of large, high-quality datasets has been one of the mai...

0 Priyanka Agrawal, et al. ∙

∙ 11/08/2022

Conciseness: An Overlooked Language Task

We report on novel investigations into training models that make sentenc...

0 Felix Stahlberg, et al. ∙

∙ 09/10/2022

Simple and Effective Gradient-Based Tuning of Sequence-to-Sequence Models

Recent trends towards training ever-larger language models have substant...

7 Jared Lichtarge, et al. ∙

∙ 01/01/2021

NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned

We review the EfficientQA competition from NeurIPS 2020. The competition...

15 Sewon Min, et al. ∙

∙ 09/08/2020

QED: A Framework and Dataset for Explanations in Question Answering

A question answering system that in addition to providing an answer prov...

0 Matthew Lamm, et al. ∙

∙ 08/07/2020

Data Weighted Training Strategies for Grammatical Error Correction

Recent progress in the task of Grammatical Error Correction (GEC) has be...

0 Jared Lichtarge, et al. ∙

∙ 07/28/2020

Big Bird: Transformers for Longer Sequences

Transformers-based models, such as BERT, have been one of the most succe...

72 Manzil Zaheer, et al. ∙

∙ 04/17/2020

ETC: Encoding Long and Structured Data in Transformers

Transformer-based models have pushed the state of the art in many natura...

46 Joshua Ainslie, et al. ∙

∙ 08/14/2019

Fusion of Detected Objects in Text for Visual Question Answering

To advance models of multimodal context, we introduce a simple yet power...

6 Chris Alberti, et al. ∙

∙ 06/12/2019

Synthetic QA Corpora Generation with Roundtrip Consistency

We introduce a novel method of generating synthetic question answering c...

0 Chris Alberti, et al. ∙

∙ 04/10/2019

Corpora Generation for Grammatical Error Correction

Grammatical Error Correction (GEC) has been recently modeled using the s...

0 Jared Lichtarge, et al. ∙

∙ 01/24/2019

A BERT Baseline for the Natural Questions

This technical note describes a new baseline for the Natural Questions. ...

0 Chris Alberti, et al. ∙

∙ 03/15/2017

SyntaxNet Models for the CoNLL 2017 Shared Task

We describe a baseline dependency parsing system for the CoNLL2017 Share...

0 Chris Alberti, et al. ∙

∙ 03/13/2017

DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks

In this work, we present a compact, modular framework for constructing n...

0 Lingpeng Kong, et al. ∙

∙ 03/19/2016

Globally Normalized Transition-Based Neural Networks

We introduce a globally normalized transition-based neural network model...

0 Daniel Andor, et al. ∙

∙ 06/19/2015

Structured Training for Neural Network Transition-Based Parsing

We present structured perceptron training for neural network transition-...

0 David Weiss, et al. ∙

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