Who cites «Bagging Predictors»
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- A Binary Problem in Binary QA: Diverse LLMs or Diverse Question Interpretations? That Is the Ensembling Question — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification — 2025 · Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025)
- Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges — 2025 · arXiv:2502.01612
- CoT-based Data Augmentation Strategy for Persuasion Techniques Detection — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
- Soft Self-Consistency Improves Language Models Agents — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- TAeKD: Teacher Assistant Enhanced Knowledge Distillation for Closed-Source Multilingual Neural Machine Translation — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Automatic Model Selection with Large Language Models for Reasoning — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
- Deep Model Fusion: A Survey — 2023 · arXiv:2309.15698
- HITS at DISRPT 2023: Discourse Segmentation, Connective Detection, and Relation Classification — 2023 · Proceedings of the 3rd Shared Task on Discourse Relation Parsing and Treebanking (DISRPT 2023)
- MGR: Multi-generator Based Rationalization — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
- Tree Prompting: Efficient Task Adaptation without Fine-Tuning — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models — 2022 · arXiv:2208.03306
- Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification — 2022 · Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis
- Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative — 2022 · Proceedings of the 4th Clinical Natural Language Processing Workshop
- Experimenting with ensembles of pre-trained language models for classification of custom legal datasets — 2022 · Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022)
- MTG: A Benchmark Suite for Multilingual Text Generation — 2022 · Findings of the Association for Computational Linguistics: NAACL 2022
- Measuring Robustness for NLP — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
- Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time — 2022 · arXiv:2203.05482
- WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories — 2022 · Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis
- Accounting for Variance in Machine Learning Benchmarks — 2021 · arXiv:2103.03098
- Ensembling Graph Predictions for AMR Parsing — 2021 · arXiv:2110.09131
- Bao: Learning to Steer Query Optimizers — 2020 · arXiv:2004.03814
- Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence — 2020 · arXiv:2002.04803
- Multi-Unit Transformers for Neural Machine Translation — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Reed at SemEval-2020 Task 9: Fine-Tuning and Bag-of-Words Approaches to Code-Mixed Sentiment Analysis — 2020 · Proceedings of the Fourteenth Workshop on Semantic Evaluation
- MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection — 2019 · Proceedings of the 13th International Workshop on Semantic Evaluation
- QASC: A Dataset for Question Answering via Sentence Composition — 2019 · arXiv:1910.11473
- Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)
- Native Language Identification With Classifier Stacking and Ensembles — 2018 · Computational Linguistics
- Charmanteau: Character Embedding Models For Portmanteau Creation — 2017 · Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
- New perspectives on cohesion and coherence: Implications for translation (Language Science Press, Translation and Multilingual Natural Language Processing, 2017) — our card · 2017 · edited-volume
- Biomolecular Event Extraction using a Stacked Generalization based Classifier — 2016 · Proceedings of the 13th International Conference on Natural Language Processing
- If You Even Don''t Have a Bit of Bible: Learning Delexicalized POS Taggers — 2016 · Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)
- LTG at SemEval-2016 Task 11: Complex Word Identification with Classifier Ensembles — 2016 · Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
- Pomona at SemEval-2016 Task 11: Predicting Word Complexity Based on Corpus Frequency — 2016 · Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
- Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles — 2016 · arXiv:1612.01474
- iLab-Edinburgh at SemEval-2016 Task 7: A Hybrid Approach for Determining Sentiment Intensity of Arabic Twitter Phrases — 2016 · Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
- A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model — 2015 · Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing
- CODRA: A Novel Discriminative Framework for Rhetorical Analysis — 2015 · Computational Linguistics
- Language Identification using Classifier Ensembles — 2015 · Proceedings of the Joint Workshop on Language Technology for Closely Related Languages, Varieties and Dialects
- Sentiment Classification of Arabic Documents: Experiments with multi-type features and ensemble algorithms — 2015 · Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation
- Webis: An Ensemble for Twitter Sentiment Detection — 2015 · Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)
- Linear Mixture Models for Robust Machine Translation — 2014 · Proceedings of the Ninth Workshop on Statistical Machine Translation
- UNAL-NLP: Combining Soft Cardinality Features for Semantic Textual Similarity, Relatedness and Entailment — 2014 · Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)
- Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings — 2013 · Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
- Data-driven, PCFG-based and Pseudo-PCFG-based Models for Chinese Dependency Parsing — 2013 · Transactions of the Association for Computational Linguistics
- Multi-Task Learning for Improved Discriminative Training in SMT — 2013 · Proceedings of the Eighth Workshop on Statistical Machine Translation
- NLI Shared Task 2013: MQ Submission — 2013 · Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications
- SOFTCARDINALITY-CORE: Improving Text Overlap with Distributional Measures for Semantic Textual Similarity — 2013 · Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity
- SOFTCARDINALITY: Hierarchical Text Overlap for Student Response Analysis — 2013 · Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013)
- UniMelb_NLP-CORE: Integrating predictions from multiple domains and feature sets for estimating semantic textual similarity — 2013 · Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity
- A Novel Discriminative Framework for Sentence-Level Discourse Analysis — 2012 · Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
- Capturing Paradigmatic and Syntagmatic Lexical Relations: Towards Accurate Chinese Part-of-Speech Tagging — 2012 · Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach — 2012 · Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
- Practical recommendations for gradient-based training of deep architectures — 2012 · arXiv:1206.5533
- Supervised Topical Key Phrase Extraction of News Stories using Crowdsourcing, Light Filtering and Co-reference Normalization — 2012 · Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)
- Learning Protein–Protein Interaction Extraction using Distant Supervision — 2011 · Proceedings of Workshop on Robust Unsupervised and Semisupervised Methods in Natural Language Processing
- Semi-supervised condensed nearest neighbor for part-of-speech tagging — 2011 · Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
- Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter — 2011 · Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
- Distributed Training Strategies for the Structured Perceptron — 2010 · Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
- Fully Unsupervised Core-Adjunct Argument Classification — 2010 · Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
- HILDA: A Discourse Parser Using Support Vector Machine Classification — 2010
- Improved Fully Unsupervised Parsing with Zoomed Learning — 2010 · Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
- Learning to Predict Readability using Diverse Linguistic Features — 2010 · Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010)
- Products of Random Latent Variable Grammars — 2010 · Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
- Self-Training with Products of Latent Variable Grammars — 2010 · Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
- Word-based and Character-based Word Segmentation Models: Comparison and Combination — 2010 · Coling 2010: Posters
- Active Learning Literature Survey — 2009 · Computer Sciences Technical Report 1648, University of Wisconsin–Madison
- Classifier Combination Techniques Applied to Coreference Resolution — 2009 · Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium
- Human-competitive tagging using automatic keyphrase extraction — 2009 · Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
- Reducing Semantic Drift with Bagging and Distributional Similarity — 2009 · Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
- Reducing the Annotation Effort for Letter-to-Phoneme Conversion — 2009 · Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP
- Semi-Supervised Training for the Averaged Perceptron POS Tagger — 2009 · Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009)
- A Uniform Approach to Analogies, Synonyms, Antonyms, and Associations — 2008 · Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008)
- Multi-Task Active Learning for Linguistic Annotations — 2008 · Proceedings of ACL-08: HLT
- An Ensemble Method for Selection of High Quality Parses — 2007 · Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics
- Frustratingly Hard Domain Adaptation for Dependency Parsing — our card · 2007 · Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
- K-best Spanning Tree Parsing — 2007 · Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics
- TAT: An Author Profiling Tool with Application to Arabic Emails — 2007 · Proceedings of the Australasian Language Technology Workshop 2007
- Unsupervised Part-of-Speech Acquisition for Resource-Scarce Languages — 2007 · Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
- Detecting Spam Web Pages through Content Analysis — 2006 · WWW 2006
- Minority Vote: At-Least-N Voting Improves Recall for Extracting Relations — 2006 · Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions
- Modeling Commonality among Related Classes in Relation Extraction — 2006 · Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics
- PCFGs with Syntactic and Prosodic Indicators of Speech Repairs — 2006 · Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics
- Semantic Parsing with Structured SVM Ensemble Classification Models — 2006 · Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions
- Improving Parsing Accuracy by Combining Diverse Dependency Parsers — 2005 · Proceedings of the Ninth International Workshop on Parsing Technology
- Optimizing to Arbitrary NLP Metrics using Ensemble Selection — 2005 · Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing
- The Swarthmore College Senseval-3 system — 2004 · Proceedings of SENSEVAL-3, the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text
- Improved Automatic Keyword Extraction Given More Linguistic Knowledge — 2003 · Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing
- Meta-Learning Orthographic and Contextual Models for Language Independent Named Entity Recognition — 2003 · Proceedings of the Seventh Conference on Natural Language Learning at HLT-NAACL 2003
- Weakly Supervised Natural Language Learning Without Redundant Views — 2003 · Proceedings of the 2003 Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics
- Combining Heterogeneous Classifiers for Word Sense Disambiguation — 2002 · Proceedings of the ACL-02 Workshop on Word Sense Disambiguation: Recent Successes and Future Directions
- Feature Selection for a Rich HPSG Grammar Using Decision Trees — 2002 · COLING-02: The 6th Conference on Natural Language Learning 2002 (CoNLL-2002)
- Improving Accuracy in word class tagging through the Combination of Machine Learning Systems — 2001 · Computational Linguistics
- Bagging and Boosting a Treebank Parser — 2000 · 1st Meeting of the North American Chapter of the Association for Computational Linguistics
- Word Sense Disambiguation by Learning from Unlabeled Data — 2000 · Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics
- Improving POS Tagging Using Machine-Learning Techniques — 1999 · 1999 Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora
- Do Not Forget: Full Memory in Memory-Based Learning of Word Pronunciation — 1998 · Proceedings of the Joint Conference on New Methods in Language Processing and Computational Natural Language Learning
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