Who cites «C4.5: Programs for Machine Learning»
- CANDICE: Agentic Causal Disentanglement with Class Conditional Knowledge Integration for Long Tailed Domain Generalization — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Communicating Uncertainty in Explanations of the Outcomes of Machine Learning Models — 2024 · Proceedings of the 17th International Natural Language Generation Conference
- Is Our Chatbot Telling Lies? Assessing Correctness of an LLM-based Dutch Support Chatbot — 2024 · arXiv:2411.00034
- Dive into Deep Learning — 2023 · textbook
- Cross-lingual and Cross-domain Transfer Learning for Automatic Term Extraction from Low Resource Data — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
- Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges — 2021 · arXiv:2103.11251 · Statistics Surveys, 2021
- GPUTreeShap: Massively Parallel Exact Calculation of SHAP Scores for Tree Ensembles — 2020 · arXiv:2010.13972
- Transferring Knowledge from Discourse to Arguments: A Case Study with Scientific Abstracts — 2019 · Proceedings of the 6th Workshop on Argument Mining
- Variation between Different Discourse Types: Literate vs. Oral — 2019 · Proceedings of the Sixth Workshop on NLP for Similar Languages, Varieties and Dialects
- Native Language Identification With Classifier Stacking and Ensembles — 2018 · Computational Linguistics
- Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead — 2018 · arXiv:1811.10154 · Nature Machine Intelligence, Vol 1, May 2019, 206-215
- Word Embeddings-Based Uncertainty Detection in Financial Disclosures — 2018 · Proceedings of the First Workshop on Economics and Natural Language Processing
- Using Word Embedding for Cross-Language Plagiarism Detection — 2017 · Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers
- Open Dutch WordNet — 2016 · Proceedings of the 8th Global WordNet Conference (GWC)
- Prédiction automatique de fonctions pragmatiques dans les reformulations (Automatic prediction of pragmatic functions in reformulations) — 2016 · Actes de la conférence conjointe JEP-TALN-RECITAL 2016. volume 2 : TALN (Articles longs)
- The CLaC Discourse Parser at CoNLL-2016 — 2016 · Proceedings of the CoNLL-16 shared task
- Evaluation of Coreference Resolution Tools for Polish from the Information Extraction Perspective — 2015 · The 5th Workshop on Balto-Slavic Natural Language Processing
- Improving Arabic Diacritization through Syntactic Analysis — our card · 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Riga: from FrameNet to Semantic Frames with C6.0 Rules — 2015 · Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)
- The CLaC Discourse Parser at CoNLL-2015 — 2015 · Proceedings of the Nineteenth Conference on Computational Natural Language Learning - Shared Task
- The Influence of Context on Dialogue Act Recognition — 2015 · arXiv:1506.00839
- Using Personal Traits For Brand Preference Prediction — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Automatic Detection and Language Identification of Multilingual Documents — 2014 · Transactions of the Association for Computational Linguistics
- Automatic diagnosis of understanding of medical words — 2014 · Proceedings of the 3rd Workshop on Predicting and Improving Text Readability for Target Reader Populations (PITR)
- Exploring the utility of coreference chains for improved identification of personal names — 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- Hierarchical Discriminative Classification for Text-Based Geolocation — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Latent Trees for Coreference Resolution — 2014
- Recognition of Sarcasms in Tweets Based on Concept Level Sentiment Analysis and Supervised Learning Approaches — 2014 · Proceedings of the 28th Pacific Asia Conference on Language, Information and Computing
- Simple or Complex? Assessing the readability of Basque Texts — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- Unsupervised Training Set Generation for Automatic Acquisition of Technical Terminology in Patents — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- Using C5.0 and Exhaustive Search for Boosting Frame-Semantic Parsing Accuracy — 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- VPCTagger: Detecting Verb-Particle Constructions With Syntax-Based Methods — 2014 · Proceedings of the 10th Workshop on Multiword Expressions (MWE)
- A Constraint-Based Hypergraph Partitioning Approach to Coreference Resolution — 2013
- A Stacking-based Approach to Twitter User Geolocation Prediction — 2013 · Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics: System Demonstrations
- Argument extraction for supporting public policy formulation — 2013 · Proceedings of the 7th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
- Automatically Classifying Edit Categories in Wikipedia Revisions — 2013 · Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
- Classifying English Documents by National Dialect — 2013 · Proceedings of the Australasian Language Technology Association Workshop 2013 (ALTA 2013)
- CoMeT: Integrating different levels of linguistic modeling for meaning assessment — 2013 · Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013)
- Full-coverage Identification of English Light Verb Constructions — 2013 · Proceedings of the Sixth International Joint Conference on Natural Language Processing
- Identifying English and Hungarian Light Verb Constructions: A Contrastive Approach — 2013 · Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Toward Automatic Processing of English Metalanguage — 2013 · Proceedings of the Sixth International Joint Conference on Natural Language Processing
- Affirmative Cue Words in Task-Oriented Dialogue — 2012 · Computational Linguistics
- An Experiment in Integrating Sentiment Features for Tech Stock Prediction in Twitter — 2012 · Proceedings of the Workshop on Information Extraction and Entity Analytics on Social Media Data
- Arabic Keyphrase Extraction using Linguistic knowledge and Machine Learning Techniques — 2012 · arXiv:1203.4605
- Aspectual Type and Temporal Relation Classification — 2012 · Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
- Automatic lexical semantic classification of nouns — 2012 · Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)
- Behind the Article: Recognizing Dialog Acts in Wikipedia Talk Pages — 2012 · Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
- Coreference Semantics from Web Features — 2012 · Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Geolocation Prediction in Social Media Data by Finding Location Indicative Words — 2012 · Proceedings of COLING 2012
- IKAR: An Improved Kit for Anaphora Resolution for Polish — 2012 · Proceedings of COLING 2012: Demonstration Papers
- Modeling Regular Polysemy: A Study on the Semantic Classification of Catalan Adjectives — 2012 · Computational Linguistics
- 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)
- TimeBankPT: A TimeML Annotated Corpus of Portuguese — 2012 · Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)
- Two Phase Evaluation for Selecting Machine Translation Services — 2012 · Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)
- Annotating and Learning Event Durations in Text — 2011 · Computational Linguistics
- Automatic Determination of a Domain Adaptation Method for Word Sense Disambiguation Using Decision Tree Learning — 2011 · Proceedings of 5th International Joint Conference on Natural Language Processing
- Bootstrapping coreference resolution using word associations — 2011 · Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
- Classifying arguments by scheme — 2011 · Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
- Learning and Evaluation of Dialogue Strategies for New Applications: Empirical Methods for Optimization from Small Data Sets — 2011 · Computational Linguistics
- Multi-Document Discourse Parsing Using Traditional and Hierarchical Machine Learning — 2011 · Proceedings of the 8th Brazilian Symposium in Information and Human Language Technology
- RelaxCor Participation in CoNLL Shared Task on Coreference Resolution — 2011 · Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
- Rule and Tree Ensembles for Unrestricted Coreference Resolution — 2011 · Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
- Supervised Coreference Resolution with SUCRE — 2011 · Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
- Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter — 2011 · Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
- A Global Relaxation Labeling Approach to Coreference Resolution — 2010 · Coling 2010: Posters
- An extractive supervised two-stage method for sentence compression — 2010 · Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
- Automatic Detection of Non-deverbal Event Nouns for Quick Lexicon Production — 2010 · Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010)
- Extending BART to Provide a Coreference Resolution System for German — 2010 · Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10)
- Learning about Voice Search for Spoken Dialogue Systems — 2010 · Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
- Maximum Metric Score Training for Coreference Resolution — 2010 · Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010)
- Reconstruction of Semantic Relationships from Their Projections in Biomolecular Domain — 2010 · Proceedings of the 2010 Workshop on Biomedical Natural Language Processing
- RelaxCor: A Global Relaxation Labeling Approach to Coreference Resolution — 2010 · Proceedings of the 5th International Workshop on Semantic Evaluation
- Speaker-Dependent Variation in Content Selection for Referring Expression Generation — 2010 · Proceedings of the Australasian Language Technology Association Workshop 2010
- Summarizing Short Stories — 2010 · Computational Linguistics
- Supervised Noun Phrase Coreference Research: The First Fifteen Years — our card · 2010 · Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
- A Structural Support Vector Method for Extracting Contexts and Answers of Questions from Online Forums — 2009 · Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
- A Survey of Paraphrasing and Textual Entailment Methods — 2009 · I. Androutsopoulos and P. Malakasiotis, "A Survey of Paraphrasing and Textual Entailment Methods". Journal of Artificial Intelligence Research, 38:135-187, 2010
- Discovering Global Patterns in Linguistic Networks through Spectral Analysis: A Case Study of the Consonant Inventories — 2009 · Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009)
- Exploiting Semantic Role Resources for Preposition Disambiguation — 2009 · Computational Linguistics
- A Twin-Candidate Model for Learning-Based Anaphora Resolution — 2008
- Augmenting Wikipedia with Named Entity Tags — 2008 · Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-I
- Can Chinese Web Pages be Classified with English Data Source? — 2008 · WWW 2008
- Classification Errors in a Domain-Independent Assessment System — 2008 · Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications
- Classification of Verb Particle Constructions with the Google Web1T Corpus — our card · 2008 · Proceedings of the Australasian Language Technology Association Workshop 2008
- Estimation of Conditional Probabilities With Decision Trees and an Application to Fine-Grained POS Tagging — 2008 · Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008)
- IS-G: The Comparison of Different Learning Techniques for the Selection of the Main Subject References — 2008 · Proceedings of the Fifth International Natural Language Generation Conference
- Intensional Summaries as Cooperative Responses in Dialogue: Automation and Evaluation — 2008 · Proceedings of ACL-08: HLT
- Learning Effective Multimodal Dialogue Strategies from Wizard-of-Oz Data: Bootstrapping and Evaluation — 2008 · Proceedings of ACL-08: HLT
- Learning the Scope of Negation in Biomedical Texts — 2008 · Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing
- Phrase Chunking Using Entropy Guided Transformation Learning — 2008 · Proceedings of ACL-08: HLT
- Unsupervised Models for Coreference Resolution — 2008 · Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing
- Using Conditional Random Fields to Extract Contexts and Answers of Questions from Online Forums — 2008 · Proceedings of ACL-08: HLT
- Using `Low-cost' Learning Features for Pronoun Resolution — 2008 · Proceedings of the 22nd Pacific Asia Conference on Language, Information and Computation
- Contrasting the Automatic Identification of Two Discourse Markers in Multiparty Dialogues — 2007 · Proceedings of the 8th SIGdial Workshop on Discourse and Dialogue
- GYDER: Maxent Metonymy Resolution — 2007 · Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007)
- Modelling Polysemy in Adjective Classes by Multi-Label Classification — 2007 · Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)
- Opinion Mining using Econometrics: A Case Study on Reputation Systems — 2007 · Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics
- Semantic Class Induction and Coreference Resolution — 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
- The Spanish Resource Grammar: Pre-processing Strategy and Lexical Acquisition — 2007 · ACL 2007 Workshop on Deep Linguistic Processing
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