| Language Resources | |
| A Distributed Database System for Developing Ontological and Lexical Resources in Harmony | p. 1 |
| Verb Class Discovery from Rich Syntactic Data | p. 16 |
| Growing TreeLex | p. 28 |
| Acquisition of Elementary Synonym Relations from Biological Structured Terminology | p. 40 |
| A Comparison of Co-occurrence and Similarity Measures as Simulations of Context | p. 52 |
| Various Criteria of Collocation Cohesion in Internet: Comparison of Resolving Power | p. 64 |
| Why Don't Romanians Have a Five O'clock Tea, Nor Halloween, But Have a Kind of Valentines Day? | p. 73 |
| SIGNUM: A Graph Algorithm for Terminology Extraction | p. 85 |
| Morphology and Syntax | |
| Arabic Morphology Parsing Revisited | p. 96 |
| A Probabilistic Model for Guessing Base Forms of New Words by Analogy | p. 106 |
| Unsupervised and Knowledge-Free Learning of Compound Splits and Periphrases | p. 117 |
| German Decompounding in a Difficult Corpus | p. 128 |
| Clause Boundary Identification Using Conditional Random Fields | p. 140 |
| Semantics and Discourse | |
| Natural Language as the Basis for Meaning Representation and Inference | p. 151 |
| Layer Structures and Conceptual Hierarchies in Semantic Representations for NLP | p. 171 |
| Deep Lexical Semantics | p. 183 |
| On Ontology Based Abduction for Text Interpretation | p. 194 |
| Analysis of Joint Inference Strategies for the Semantic Role Labeling of Spanish and Catalan | p. 206 |
| A Preliminary Study on the Robustness and Generalization of Role Sets for Semantic Role Labeling | p. 219 |
| XTM: A Robust Temporal Text Processor | p. 231 |
| What We Are Talking about and What We Are Saying about It | p. 241 |
| Trusting Politicians' Words (for Persuasive NLP) | p. 263 |
| Sense Annotation in the Penn Discourse Treebank | p. 275 |
| Word Sense Disambiguation and Named Entity Recognition | |
| A Semantics-Enhanced Language Model for Unsupervised Word Sense Disambiguation | p. 287 |
| Discovering Word Senses from Text Using Random Indexing | p. 299 |
| Domain Information for Fine-Grained Person Name Categorization | p. 311 |
| Language Independent First and Last Name Identification in Person Names | p. 322 |
| Mixing Statistical and Symbolic Approaches for Chemical Names Recognition | p. 334 |
| Anaphora and Co-reference | |
| Portuguese Pronoun Resolution: Resources and Evaluation | p. 344 |
| Semantic and Syntactic Features for Dutch Coreference Resolution | p. 351 |
| Machine Translation and Parallel Corpora | |
| Stat-XFER: A General Search-Based Syntax-Driven Framework for Machine Translation | p. 362 |
| Statistical Machine Translation into a Morphologically Complex Language | p. 376 |
| Translation Paraphrases in Phrase-Based Machine Translation | p. 388 |
| n-Best Reranking for the Efficient Integration of Word Sense Disambiguation and Statistical Machine Translation | p. 399 |
| Learning Finite State Transducers Using Bilingual Phrases | p. 411 |
| Learning Spanish-Galician Translation Equivalents Using a Comparable Corpus and a Bilingual Dictionary | p. 423 |
| Context-Based Sentence Alignment in Parallel Corpora | p. 434 |
| Bilingual Segmentation for Alignment and Translation | p. 445 |
| Dynamic Translation Memory: Using Statistical Machine Translation to Improve Translation Memory Fuzzy Matches | p. 454 |
| Identification of Transliterated Foreign Words in Hebrew Script | p. 466 |
| Natural Language Generation | |
| Innovative Approach for Engineering NLG Systems: The Content Determination Case Study | p. 478 |
| Speech Recognition | |
| Comparison of Different Modeling Units for Language Model Adaptation for Inflected Languages | p. 488 |
| Information Retrieval and Question Answering | |
| Word Distribution Analysis for Relevance Ranking and Query Expansion | p. 500 |
| Hybrid Method for Personalized Search in Scientific Digital Libraries | p. 512 |
| Alignment-Based Expansion of Textual Database Fields | p. 522 |
| Detecting Expected Answer Relations through Textual Entailment | p. 532 |
| Improving Question Answering by Combining Multiple Systems Via Answer Validation | p. 544 |
| Text Classification | |
| Evaluation of Internal Validity Measures in Short-Text Corpora | p. 555 |
| Text Summarization | |
| Arabic/English Multi-document Summarization with CLASSY-The Past and the Future | p. 568 |
| Lexical Cohesion Based Topic Modeling for Summarization | p. 582 |
| Terms Derived from Frequent Sequences for Extractive Text Summarization | p. 593 |
| Spell Checking and Authoring Aid Real-Word Spelling Correction with Trigrams: A Reconsideration of the Mays, Damerau, and Mercer Model | p. 605 |
| Non-interactive OCR Post-correction for Giga-Scale Digitization Projects | p. 617 |
| Linguistic Support for Revising and Editing | p. 631 |
| The Role of PP Attachment in Preposition Generation | p. 643 |
| EFL Learner Reading Time Model for Evaluating Reading Proficiency | p. 655 |
| Author Index | p. 665 |
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