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task ID: regressiontask

Related Papers

Quality estimation for Machine Translation output using linguistic analysis and decoding features

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

We describe a submission to the WMT12 Quality Estimation task, including an exten- sive Machine Learning experimentation. Data were augmented with features from linguis- tic analysis and statistical features from …...

28198

ECNU: One Stone Two Birds: Ensemble of Heterogenous Measures for Semantic Relatedness and Textual Entailment

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

This paper presents our approach to se- mantic relatedness and textual entailment subtasks organized as task 1 in SemEval 2014. Specifically, we address two ques- tions: (1) Can we solve …...

22847

CPH: Sentiment analysis of Figurative Language on Twitter #easypeasy #not

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

This paper describes the details of our sys- tem submitted to the SemEval 2015 shared task on sentiment analysis of figurative lan- guage on Twitter. We tackle the problem as …...

22628

BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractThe slow speed of BERT has motivated much research on accelerating its inference, and the early exiting idea has been proposed to make trade-offs between model quality and efficiency. This …...

42906

Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractSentence-level Quality estimation (QE) of machine translation is traditionally formulated as a regression task, and the performance of QE models is typically measured by Pearson correlation with human labels. Recent …...

31621

Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThe use of contrastive loss for representation learning has become prominent in computer vision, and it is now getting attention in Natural Language Processing (NLP).Here, we explore the idea of …...

21524

NJUNLP’s Participation for the WMT2022 Quality Estimation Shared Task

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThis paper presents submissions of the NJUNLP team in WMT 2022Quality Estimation shared task 1, where the goal is to predict the sentence-level and word-level quality for target machine translations. …...

27516

SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractWe report the results of the SemEval 2022 Task 3, PreTENS, on evaluation the acceptability of simple sentences containing constructions whose two arguments are presupposed to be or not to …...

25145

ROZAM at SemEval 2023 Task 9: Multilingual Tweet Intimacy Analysis

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractWe build a model using large multilingual pretrained language model XLM-T for regression task and fine-tune it on the MINT (Multilingual INTmacy) analysis dataset which covers 6 languages for training …...

24694