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A Probabilistic Annotation Model for Crowdsourcing Coreference
2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
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This paper addresses one crucial hurdle on the way to make this possible, by introducing a new model of annotation for aggregating crowdsourced anaphoric annotations. ...
Crowdsourcing has been proposed as an alternative; but this approach has not been widely used for coreference. ...
Datasets The largest coreference dataset with crowdsourced annotations is the Phrase Detectives corpus. ...
doi:10.18653/v1/d18-1218
dblp:conf/emnlp/PaunCKYP18
fatcat:6mhyg2gytvas7ehrvckg4lq2vm
A Mention-Ranking Model for Abstract Anaphora Resolution
2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
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This corpus presents a greater challenge due to a mixture of nominal and pronominal anaphors and a greater range of confounders. ...
We also report first benchmark results on an abstract anaphora subset of the ARRAU corpus. ...
Event coreference is restricted to a subclass of events, and usually focuses on coreference between verb (phrase) and noun (phrase) mentions of similar abstractness levels (e.g. purchase -acquire) with ...
doi:10.18653/v1/d17-1021
dblp:conf/emnlp/MarasovicBOF17
fatcat:tsi2bejulvcjbhx2yua7zjemvu
Optimising crowdsourcing efficiency: Amplifying human computation with validation
2018
it - Information Technology
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Crowdsourcing has revolutionised the way tasks can be completed but the process is frequently inefficient, costing practitioners time and money. ...
A validation model is described, simulated and tested on real data from an online crowdsourcing game to collect data about human language. ...
The dataset (Phrase Detectives Corpus 1.0) was used to determine what the collective quality of the players were, as well as the quality of individual decisions. ...
doi:10.1515/itit-2017-0020
fatcat:smo72cwf7veaxjn5bivmuvz43u
A Mention-Ranking Model for Abstract Anaphora Resolution
[article]
2017
arXiv
pre-print
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This corpus presents a greater challenge due to a mixture of nominal and pronominal anaphors and a greater range of confounders. ...
We also report first benchmark results on an abstract anaphora subset of the ARRAU corpus. ...
Event coreference is restricted to a subclass of events, and usually focuses on coreference between verb (phrase) and noun (phrase) mentions of similar abstractness levels (e.g. purchase -acquire) with ...
arXiv:1706.02256v2
fatcat:zbu4zwaspzfrrhhfln4eythbjm
Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context
2016
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
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Not surprisingly, sentences that contain these contextual dependencies take more effort to comprehend: an anaphoric noun phrase, or NP (e.g., "he"), automatically triggers the need to resolve reference ...
Data Set The study sentences were drawn from a corpus combining the American National Corpus (Reppen et al., 2005) , the New York Times Corpus (Sandhaus, 2008) , and the North American News Text Corpus ...
doi:10.18653/v1/d16-1192
dblp:conf/emnlp/SchumacherEFC16
fatcat:626n243jondc3im4adw3hbsewm
Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context
[article]
2016
arXiv
pre-print
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Not surprisingly, sentences that contain these contextual dependencies take more effort to comprehend: an anaphoric noun phrase, or NP (e.g., "he"), automatically triggers the need to resolve reference ...
Data Set The study sentences were drawn from a corpus combining the American National Corpus (Reppen et al., 2005) , the New York Times Corpus (Sandhaus, 2008) , and the North American News Text Corpus ...
arXiv:1606.08425v3
fatcat:nnikdcf3ibafznyql7c3bjjvlm
DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion
[article]
2019
arXiv
pre-print
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For entity resolution, both anaphoric pronouns ("she", "they", "his") and anaphoric nominals ("the team", "the man") are considered, based on the output of a coreference system. ...
V A set of POS tags for verbal phrases. Table 16 . ...
Phenomenon
Input Detection Generation Discourse connective (A,B) ...
arXiv:1902.10526v3
fatcat:sfdjsmddlvddveky2p2y7a7olq
Learning from Disagreement: A Survey
2021
The Journal of Artificial Intelligence Research
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Our analysis of some documents from the Phrase Detectives corpus showed similar results. ...
The dataset we used, and that we call pdis here, is extracted from the Phrase Detectives 2 corpus for coreference resolution (Poesio et al., 2019) , 3 which used a simplified, binary definition of the ...
doi:10.1613/jair.1.12752
fatcat:l2dvmhtqtzelnbdcxdgra4ejwu
Comparing Bayesian Models of Annotation
2018
Transactions of the Association for Computational Linguistics
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Lately, model-based analysis of corpus annotations have proven better at all three tasks. But there has been relatively little work comparing them on the same datasets. ...
The analysis of crowdsourced annotations in natural language processing is concerned with identifying (1) gold standard labels, (2) annotator accuracies and biases, and (3) item difficulties and error ...
In addition, we include the Phrase Detectives 1.0 (PD) corpus (Chamberlain et al., 2016) , which differs in a number of key ways from the Snow et al. (2008) datasets: It has a much larger number of ...
doi:10.1162/tacl_a_00040
fatcat:ekkl7vqqanar7jsvpm5xtb6gcq
Advances in statistical script learning
[article]
2017
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Finally, motivated by this result, we investigate incorporating features derived from these models into a baseline noun coreference resolution system. ...
Coreference resolution systems, semantic role labeling, and even syntactic parsing systems could, in principle, benefit from event co-occurrence models. ...
For a particular dependency path connecting two noun phrases, they calculate the percentage of occurrences of the path in a large newswire corpus which connect two likely-coreferent noun phrases (e.g. ...
doi:10.15781/t27w67p0b
fatcat:eykrdybuafgeva6mm54pmxdex4
A Framework for Learning Assessment through Multimodal Analysis of Reading Behaviour and Language Comprehension
[article]
2021
arXiv
pre-print
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Anaphor overlap, all sentences .1: Coh-Metrix version 3.0 indices Verb phrase density, incidence 4. ...
The model covers more than 3 million words and phrases. GloVe embedding is also 300-dimensional vectors. The word vectors are trained on a very large corpus of 840 billion tokens corpus. ...
arXiv:2110.11938v1
fatcat:dw6mmccebneazlse2gxvy7ytdu
Représentations et transmission des connaissances à la lumière de l'innovation numérique. Actes du colloque Jeunes Chercheurs 2019 PRAXILING, 7-8 Novembre 2019
2019
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Anaphore, cataphore et mémoire discursive. Pratiques, 57(1) :15-43. [55] Soon, W. M., Ng, H. T., and Lim, C. Y. (2001). A machine learning approach to coreference resolution of noun phrases. ...
Supervised noun phrase coreference research : The first fifteen years. In ACL. [46] Ng, V. and Gardent, C. (2002). Improving machine learning approaches to coreference resolution. ...
doi:10.18463/toubol.001
fatcat:yutdrmnhynentjlvjcktbbkgwm
Regional Linguistic Data Initiative (ReLDI)
2015
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Other papers address a broad range of topics, including word-sense disambiguation, corpus analysis, text and author modeling, and linguistic resources. ...
Acknowledgments We are indebted to Hristo Tanev from the Joint Research Centre of the European Commission, who provided the corpus of news articles in Polish. ...
., when an anaphoric pronoun is far away from its preceding coreferent mention). ...
doi:10.5167/uzh-127250
fatcat:tuiafgzehzhtfhtf53sz3wafqa
Republic; 2. the Second BSNLP Workshop, held in conjunction with IIS 2009: Intelligent Information Systems
2015
Hissar, Bulgaria 1. the First BSNLP Workshop, held in conjunction with ACL 2007 Conference in
unpublished
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Other papers address a broad range of topics, including word-sense disambiguation, corpus analysis, text and author modeling, and linguistic resources. ...
Acknowledgments We are indebted to Hristo Tanev from the Joint Research Centre of the European Commission, who provided the corpus of news articles in Polish. ...
., when an anaphoric pronoun is far away from its preceding coreferent mention). ...
fatcat:oayf2lfw7bg3tmawukofn5xdpq
Strategies to Address Data Sparseness in Implicit Semantic Role Labeling
2019
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For this purpose, they selected a data set annotated with both semantic roles and coreference chains and extracted coreference chains with anaphoric pronouns which filled a semantic role of a predicate ...
The precision improves dramatically for the WSD condition, from 0.17 to 1.0. ...
doi:10.11588/heidok.00025842
fatcat:6j27mkll7zh2nlyvmd42336b4m
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