Chris Alberti | DeepAI

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Jianfeng Gao
241 publications
Sebastian Riedel
105 publications
Hannaneh Hajishirzi
102 publications
Weizhu Chen
89 publications
Mirella Lapata
89 publications
Xiaodong Liu
88 publications
Hao Cheng
85 publications
Manzil Zaheer
69 publications
Sebastian Ruder
68 publications
Wen-tau Yih
61 publications
Lingpeng Kong
59 publications

∙ 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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