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08/02/2023
Do Multilingual Language Models Think Better in English?
Translate-test is a popular technique to improve the performance of mult...
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03/07/2023
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
As language models grow ever larger, the need for large-scale high-quali...
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11/06/2022
Noisy Channel for Automatic Text Simplification
In this paper we present a simple re-ranking method for Automatic Senten...
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05/24/2022
Principled Paraphrase Generation with Parallel Corpora
Round-trip Machine Translation (MT) is a popular choice for paraphrase g...
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05/24/2022
PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation
Formal verse poetry imposes strict constraints on the meter and rhyme sc...
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03/15/2022
Does Corpus Quality Really Matter for Low-Resource Languages?
The vast majority of non-English corpora are derived from automatically ...
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01/25/2022
Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources
In recent years, large-scale data collection efforts have prioritized th...
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09/15/2021
Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering
Integrating outside knowledge for reasoning in visio-linguistic tasks su...
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02/01/2021
Inferring spatial relations from textual descriptions of images
Generating an image from its textual description requires both a certain...
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12/31/2020
Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring
Recent research on cross-lingual word embeddings has been dominated by u...
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11/01/2020
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning
The interaction of conversational systems with users poses an exciting o...
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10/05/2020
Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems
The lack of time-efficient and reliable evaluation methods hamper the de...
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05/04/2020
DoQA – Accessing Domain-Specific FAQs via Conversational QA
The goal of this work is to build conversational Question Answering (QA)...
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04/04/2020
Evaluating Multimodal Representations on Visual Semantic Textual Similarity
The combination of visual and textual representations has produced excel...
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03/31/2020
Give your Text Representation Models some Love: the Case for Basque
Word embeddings and pre-trained language models allow to build rich repr...
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06/12/2019
Analyzing the Limitations of Cross-lingual Word Embedding Mappings
Recent research in cross-lingual word embeddings has almost exclusively ...
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09/11/2018
Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset
In this paper we introduce vSTS, a new dataset for measuring textual sim...
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05/11/2018
The risk of sub-optimal use of Open Source NLP Software: UKB is inadvertently state-of-the-art in knowledge-based WSD
UKB is an open source collection of programs for performing, among other...
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09/12/2015
Improving distant supervision using inference learning
Distant supervision is a widely applied approach to automatic training o...
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03/05/2015