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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...
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11/22/2022
Coreference Resolution through a seq2seq Transition-Based System
Most recent coreference resolution systems use search algorithms over po...
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11/16/2022
Towards Computationally Verifiable Semantic Grounding for Language Models
The paper presents an approach to semantic grounding of language models ...
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11/15/2022
QAmeleon: Multilingual QA with Only 5 Examples
The availability of large, high-quality datasets has been one of the mai...
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11/08/2022
Conciseness: An Overlooked Language Task
We report on novel investigations into training models that make sentenc...
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09/10/2022
Simple and Effective Gradient-Based Tuning of Sequence-to-Sequence Models
Recent trends towards training ever-larger language models have substant...
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01/01/2021
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
We review the EfficientQA competition from NeurIPS 2020. The competition...
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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...
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08/07/2020
Data Weighted Training Strategies for Grammatical Error Correction
Recent progress in the task of Grammatical Error Correction (GEC) has be...
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07/28/2020
Big Bird: Transformers for Longer Sequences
Transformers-based models, such as BERT, have been one of the most succe...
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04/17/2020
ETC: Encoding Long and Structured Data in Transformers
Transformer-based models have pushed the state of the art in many natura...
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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...
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06/12/2019
Synthetic QA Corpora Generation with Roundtrip Consistency
We introduce a novel method of generating synthetic question answering c...
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04/10/2019
Corpora Generation for Grammatical Error Correction
Grammatical Error Correction (GEC) has been recently modeled using the s...
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01/24/2019
A BERT Baseline for the Natural Questions
This technical note describes a new baseline for the Natural Questions. ...
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03/15/2017
SyntaxNet Models for the CoNLL 2017 Shared Task
We describe a baseline dependency parsing system for the CoNLL2017 Share...
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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...
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03/19/2016
Globally Normalized Transition-Based Neural Networks
We introduce a globally normalized transition-based neural network model...
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06/19/2015