| A Systematic Comparison of Various Statistical Alignment Models | 2003/03/01 | English | 542 |
| Evaluating WordNet-based Measures of Lexical Semantic Relatedness | 2006/03/01 | English | 359 |
| The Proposition Bank: An Annotated Corpus of Semantic Roles | 2005/03/01 | English | 352 |
| Opinion Word Expansion and Target Extraction through Double Propagation | 2011/03/01 | English | 296 |
| Automatic Labeling of Semantic Roles | 2002/09/01 | English | 241 |
| Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational Speech | 2000/09/01 | English | 190 |
| The Kappa Statistic: A Second Look | 2004/03/01 | English | 186 |
| Summarizing Scientific Articles: Experiments with Relevance and Rhetorical Status | 2002/12/01 | English | 171 |
| Hierarchical Phrase-Based Translation | 2007/06/01 | English | 164 |
| Learning Subjective Language | 2004/09/01 | English | 160 |
| A Machine Learning Approach to Coreference Resolution of Noun Phrases | 2001/12/01 | English | 155 |
| Distributional Memory: A General Framework for Corpus-Based Semantics | 2010/12/01 | English | 147 |
| Introduction to the Special Issue on Summarization | 2002/12/01 | English | 142 |
| Introduction to the Special Issue on the Web as Corpus | 2003/09/01 | English | 136 |
| The Design and Implementation of XiaoIce, an Empathetic Social Chatbot | 2020/03/01 | English | 135 |
| Dependency-Based Construction of Semantic Space Models | 2007/06/01 | English | 133 |
| The Alignment Template Approach to Statistical Machine Translation | 2004/12/01 | English | 123 |
| Unsupervised Learning of the Morphology of a Natural Language | 2001/06/01 | English | 120 |
| Similarity of Semantic Relations | 2006/09/01 | English | 105 |
| Automatic Text Categorization in Terms of Genre and Author | 2000/12/01 | English | 104 |
| Modeling Local Coherence: An Entity-Based Approach | 2008/03/01 | English | 102 |
| Argument Mining: A Survey | 2020/01/01 | English | 99 |
| The Web as a Parallel Corpus | 2003/09/01 | English | 97 |
| Head-Driven Statistical Models for Natural Language Parsing | 2003/12/01 | English | 93 |
| The CHILDES Project: Tools for Analyzing Talk (third edition): Volume I: Transcription format and programs, Volume II: The database | 2000/12/01 | English | 91 |
| Answering Clinical Questions with Knowledge-Based and Statistical Techniques | 2007/03/01 | English | 84 |
| Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites | 2004/06/01 | English | 84 |
| Sentence Fusion for Multidocument News Summarization | 2005/09/01 | English | 84 |
| Unsupervised Multilingual Sentence Boundary Detection | 2006/12/01 | English | 83 |
| Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear Models | 2007/12/01 | English | 72 |