Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP
- Anthology ID:
- W16-25
- Month:
- August
- Year:
- 2016
- Address:
- Berlin, Germany
- Venue:
- RepEval
- SIG:
- Publisher:
- Association for Computational Linguistics
- URL:
- https://preview.aclanthology.org/bootstrap-5/W16-25/
- DOI:
- 10.18653/v1/W16-25
- PDF:
- https://preview.aclanthology.org/bootstrap-5/W16-25.pdf
Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance
Billy Chiu | Anna Korhonen | Sampo Pyysalo
Billy Chiu | Anna Korhonen | Sampo Pyysalo
A critique of word similarity as a method for evaluating distributional semantic models
Miroslav Batchkarov | Thomas Kober | Jeremy Reffin | Julie Weeds | David Weir
Miroslav Batchkarov | Thomas Kober | Jeremy Reffin | Julie Weeds | David Weir
Evaluating Word Embeddings Using a Representative Suite of Practical Tasks
Neha Nayak Kennard | Gabor Angeli | Christopher D. Manning
Neha Nayak Kennard | Gabor Angeli | Christopher D. Manning
Story Cloze Evaluator: Vector Space Representation Evaluation by Predicting What Happens Next
Nasrin Mostafazadeh | Lucy Vanderwende | Wen-tau Yih | Pushmeet Kohli | James Allen
Nasrin Mostafazadeh | Lucy Vanderwende | Wen-tau Yih | Pushmeet Kohli | James Allen
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Manaal Faruqui | Yulia Tsvetkov | Pushpendre Rastogi | Chris Dyer
Manaal Faruqui | Yulia Tsvetkov | Pushpendre Rastogi | Chris Dyer
Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations
José Camacho-Collados | Roberto Navigli
José Camacho-Collados | Roberto Navigli
Capturing Discriminative Attributes in a Distributional Space: Task Proposal
Alicia Krebs | Denis Paperno
Alicia Krebs | Denis Paperno
An Improved Crowdsourcing Based Evaluation Technique for Word Embedding Methods
Farhana Ferdousi Liza | Marek Grześ
Farhana Ferdousi Liza | Marek Grześ
Evaluation of acoustic word embeddings
Sahar Ghannay | Yannick Estève | Nathalie Camelin | Paul Deleglise
Sahar Ghannay | Yannick Estève | Nathalie Camelin | Paul Deleglise
Evaluating Embeddings using Syntax-based Classification Tasks as a Proxy for Parser Performance
Arne Köhn
Arne Köhn
Evaluating multi-sense embeddings for semantic resolution monolingually and in word translation
Gábor Borbély | Márton Makrai | Dávid Márk Nemeskey | András Kornai
Gábor Borbély | Márton Makrai | Dávid Márk Nemeskey | András Kornai
Thematic fit evaluation: an aspect of selectional preferences
Asad Sayeed | Clayton Greenberg | Vera Demberg
Asad Sayeed | Clayton Greenberg | Vera Demberg
Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure
Oded Avraham | Yoav Goldberg
Oded Avraham | Yoav Goldberg
Correlation-based Intrinsic Evaluation of Word Vector Representations
Yulia Tsvetkov | Manaal Faruqui | Chris Dyer
Yulia Tsvetkov | Manaal Faruqui | Chris Dyer
Defining Words with Words: Beyond the Distributional Hypothesis
Iuliana-Elena Parasca | Andreas Lukas Rauter | Jack Roper | Aleksandar Rusinov | Guillaume Bouchard | Sebastian Riedel | Pontus Stenetorp
Iuliana-Elena Parasca | Andreas Lukas Rauter | Jack Roper | Aleksandar Rusinov | Guillaume Bouchard | Sebastian Riedel | Pontus Stenetorp
A Proposal for Linguistic Similarity Datasets Based on Commonality Lists
Dmitrijs Milajevs | Sascha Griffiths
Dmitrijs Milajevs | Sascha Griffiths
Probing for semantic evidence of composition by means of simple classification tasks
Allyson Ettinger | Ahmed Elgohary | Philip Resnik
Allyson Ettinger | Ahmed Elgohary | Philip Resnik