b'Jo\xc3\xa3o Sedoc'

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

We introduce GEM, a living benchmark for natural language Generation (NL...
02/02/2021 ∙ by Sebastian Gehrmann, et al. ∙ 5 ∙ share

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SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training

Non-task-oriented dialog models suffer from poor quality and non-diverse...
11/01/2020 ∙ by Huda Khayrallah, et al. ∙ 0 ∙ share

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Measuring the `I don't know' Problem through the Lens of Gricean Quantity

We consider the intrinsic evaluation of neural generative dialog models ...
10/24/2020 ∙ by Huda Khayrallah, et al. ∙ 0 ∙ share

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An Evaluation Protocol for Generative Conversational Systems

There is a multitude of novel generative models for open-domain conversa...
10/24/2020 ∙ by Seolhwa Lee, et al. ∙ 0 ∙ share

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Decoding Methods for Neural Narrative Generation

Narrative generation is an open-ended NLP task in which a model generate...
10/14/2020 ∙ by Alexandra DeLucia, et al. ∙ 0 ∙ share

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COD3S: Diverse Generation with Discrete Semantic Signatures

We present COD3S, a novel method for generating semantically diverse sen...
10/06/2020 ∙ by Nathaniel Weir, et al. ∙ 0 ∙ share

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Revisiting Memory-Efficient Incremental Coreference Resolution

We explore the task of coreference resolution under fixed memory by exte...
04/30/2020 ∙ by Patrick Xia, et al. ∙ 0 ∙ share

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Learning Word Ratings for Empathy and Distress from Document-Level User Responses

Despite the excellent performance of black box approaches to modeling se...
12/02/2019 ∙ by João Sedoc, et al. ∙ 0 ∙ share

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Comparison of Diverse Decoding Methods from Conditional Language Models

While conditional language models have greatly improved in their ability...
06/14/2019 ∙ by Daphne Ippolito, et al. ∙ 0 ∙ share

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Conceptor Debiasing of Word Representations Evaluated on WEAT

Bias in word embeddings such as Word2Vec has been widely investigated, a...
06/14/2019 ∙ by Saket Karve, et al. ∙ 0 ∙ share

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Continual Learning for Sentence Representations Using Conceptors

Distributed representations of sentences have become ubiquitous in natur...
04/18/2019 ∙ by Tianlin Liu, et al. ∙ 20 ∙ share

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Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification

Sentence simplification is the task of rewriting texts so they are easie...
04/04/2019 ∙ by Reno Kriz, et al. ∙ 0 ∙ share

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Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors

Distributed representations of words, better known as word embeddings, h...
11/17/2018 ∙ by Tianlin Liu, et al. ∙ 0 ∙ share

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Unsupervised Post-processing of Word Vectors via Conceptor Negation

Word vectors are at the core of many natural language processing tasks. ...
11/17/2018 ∙ by Tianlin Liu, et al. ∙ 0 ∙ share

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Learning Neural Emotion Analysis from 100 Observations: The Surprising Effectiveness of Pre-Trained Word Representations

Deep Learning has drastically reshaped virtually all areas of NLP. Yet o...
10/25/2018 ∙ by Sven Buechel, et al. ∙ 0 ∙ share

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Modeling Empathy and Distress in Reaction to News Stories

Computational detection and understanding of empathy is an important fac...
08/30/2018 ∙ by Sven Buechel, et al. ∙ 0 ∙ share

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Domain Aware Neural Dialog System

We investigate the task of building a domain aware chat system which gen...
08/02/2017 ∙ by Sajal Choudhary, et al. ∙ 0 ∙ share

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Enterprise to Computer: Star Trek chatbot

Human interactions and human-computer interactions are strongly influenc...
08/02/2017 ∙ by Grishma Jena, et al. ∙ 0 ∙ share

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Deriving Verb Predicates By Clustering Verbs with Arguments

Hand-built verb clusters such as the widely used Levin classes (Levin, 1...
08/01/2017 ∙ by João Sedoc, et al. ∙ 0 ∙ share

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Semantic Word Clusters Using Signed Normalized Graph Cuts

Vector space representations of words capture many aspects of word simil...
01/20/2016 ∙ by João Sedoc, et al. ∙ 0 ∙ share

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João Sedoc

Featured Co-authors

Wei Xu

Benjamin Van Durme

Ondřej Dušek

Antoine Bosselut

Yangfeng Ji

Sebastian Gehrmann

Shashi Narayan

Lyle Ungar

Dipanjan Das

Chris Callison-Burch

Hendrik Strobelt

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training

Measuring the `I don't know' Problem through the Lens of Gricean Quantity

An Evaluation Protocol for Generative Conversational Systems

Decoding Methods for Neural Narrative Generation

COD3S: Diverse Generation with Discrete Semantic Signatures

Revisiting Memory-Efficient Incremental Coreference Resolution

Learning Word Ratings for Empathy and Distress from Document-Level User Responses

Comparison of Diverse Decoding Methods from Conditional Language Models

Conceptor Debiasing of Word Representations Evaluated on WEAT

Continual Learning for Sentence Representations Using Conceptors

Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification

Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors

Unsupervised Post-processing of Word Vectors via Conceptor Negation

Learning Neural Emotion Analysis from 100 Observations: The Surprising Effectiveness of Pre-Trained Word Representations

Modeling Empathy and Distress in Reaction to News Stories

Domain Aware Neural Dialog System

Enterprise to Computer: Star Trek chatbot

Deriving Verb Predicates By Clustering Verbs with Arguments

Semantic Word Clusters Using Signed Normalized Graph Cuts