emnlp 2011 论文列表
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, EMNLP 2011, 27-31 July 2011, John McIntyre Conference Centre, Edinburgh, UK, A meeting of SIGDAT, a Special Interest Group of the ACL.
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A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions.
Exploiting Parse Structures for Native Language Identification.
Rumor has it: Identifying Misinformation in Microblogs.
A Simple Word Trigger Method for Social Tag Suggestion.
Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter.
Bootstrapped Named Entity Recognition for Product Attribute Extraction.
Active Learning with Amazon Mechanical Turk.
Identifying Relations for Open Information Extraction.
Named Entity Recognition in Tweets: An Experimental Study.
Lexical Generalization in CCG Grammar Induction for Semantic Parsing.
Structured Sparsity in Structured Prediction.
Training dependency parsers by jointly optimizing multiple objectives.
Third-order Variational Reranking on Packed-Shared Dependency Forests.
Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances.
Structured Relation Discovery using Generative Models.
Discovering Relations between Noun Categories.
Extreme Extraction - Machine Reading in a Week.
Relation Extraction with Relation Topics.
Reducing Grounded Learning Tasks To Grammatical Inference.
Cross-Cutting Models of Lexical Semantics.
Experimental Support for a Categorical Compositional Distributional Model of Meaning.
Improved Transliteration Mining Using Graph Reinforcement.
Hierarchical Phrase-based Translation Representations.
Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation.
Tuning as Ranking.
Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized Summarization.
Structural Opinion Mining for Graph-based Sentiment Representation.
Unsupervised Semantic Role Induction with Graph Partitioning.
Identifying and Following Expert Investors in Stock Microblogs.
Discriminating Gender on Twitter.
Exploiting Syntactic and Distributional Information for Spelling Correction with Web-Scale N-gram Models.
Unsupervised Dependency Parsing without Gold Part-of-Speech Tags.
Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction.
A Fast, Accurate, Non-Projective, Semantically-Enriched Parser.
Semi-supervised CCG Lexicon Extension.
Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing.
Parse Correction with Specialized Models for Difficult Attachment Types.
Computation of Infix Probabilities for Probabilistic Context-Free Grammars.
Computing Logical Form on Regulatory Texts.
Relaxed Cross-lingual Projection of Constituent Syntax.
Joint Models for Chinese POS Tagging and Dependency Parsing.
Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation.
Generating Subsequent Reference in Shared Visual Scenes: Computation vs Re-Use.
Syntax-Based Grammaticality Improvement using CCG and Guided Search.
Generating Aspect-oriented Multi-Document Summarization with Event-aspect model.
Efficient Subsampling for Training Complex Language Models.
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies.
Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding.
Learning General Connotation of Words using Graph-based Algorithms.
Harnessing WordNet Senses for Supervised Sentiment Classification.
Learning the Information Status of Noun Phrases in Spoken Dialogues.
Lexical Co-occurrence, Statistical Significance, and Word Association.
Probabilistic models of similarity in syntactic context.
Structured Lexical Similarity via Convolution Kernels on Dependency Trees.
Hierarchical Verb Clustering Using Graph Factorization.
Latent Vector Weighting for Word Meaning in Context.
Refining the Notions of Depth and Density in WordNet-based Semantic Similarity Measures.
Harnessing different knowledge sources to measure semantic relatedness under a uniform model.
Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions.
Enhancing Chinese Word Segmentation Using Unlabeled Data.
Splitting Noun Compounds via Monolingual and Bilingual Paraphrasing: A Study on Japanese Katakana Words.
A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels.
Entire Relaxation Path for Maximum Entropy Problems.
Improving Bilingual Projections via Sparse Covariance Matrices.
Minimum Imputed-Risk: Unsupervised Discriminative Training for Machine Translation.
Cache-based Document-level Statistical Machine Translation.
Heuristic Search for Non-Bottom-Up Tree Structure Prediction.
A Correction Model for Word Alignments.
Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training.
Statistical Machine Translation with Local Language Models.
Soft Dependency Constraints for Reordering in Hierarchical Phrase-Based Translation.
Analyzing Methods for Improving Precision of Pivot Based Bilingual Dictionaries.
Identification of Multi-word Expressions by Combining Multiple Linguistic Information Sources.
Relation Acquisition using Word Classes and Partial Patterns.
Unsupervised Information Extraction with Distributional Prior Knowledge.
Linking Entities to a Knowledge Base with Query Expansion.
A Cascaded Classification Approach to Semantic Head Recognition.
Robust Disambiguation of Named Entities in Text.
Collaborative Ranking: A Case Study on Entity Linking.
Learning Local Content Shift Detectors from Document-level Information.
Classifying Sentences as Speech Acts in Message Board Posts.
Modelling Discourse Relations for Arabic.
Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French.
Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy!
The Imagination of Crowds: Conversational AAC Language Modeling using Crowdsourcing and Large Data Sources.
Syntactic Decision Tree LMs: Random Selection or Intelligent Design?
Literal and Metaphorical Sense Identification through Concrete and Abstract Context.
Divide and Conquer: Crowdsourcing the Creation of Cross-Lingual Textual Entailment Corpora.
Linguistic Redundancy in Twitter.
Large-Scale Noun Compound Interpretation Using Bootstrapping and the Web as a Corpus.
A Bayesian Mixture Model for PoS Induction Using Multiple Features.
Multilayer Sequence Labeling.
Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model.
Non-parametric Bayesian Segmentation of Japanese Noun Phrases.
Predicting a Scientific Community's Response to an Article.
Data-Driven Response Generation in Social Media.
Personalized Recommendation of User Comments via Factor Models.
Cooooooooooooooollllllllllllll!!!!!!!!!!!!!! Using Word Lengthening to Detect Sentiment in Microblogs.
Semantic Topic Models: Combining Word Distributional Statistics and Dictionary Definitions.
Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun Phrases.
Random Walk Inference and Learning in A Large Scale Knowledge Base.
A generative model for unsupervised discovery of relations and argument classes from clinical texts.
Efficient retrieval of tree translation examples for Syntax-Based Machine Translation.
Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine Translation.
A Word Reordering Model for Improved Machine Translation.
Quasi-Synchronous Phrase Dependency Grammars for Machine Translation.
Ranking Human and Machine Summarization Systems.
Corroborating Text Evaluation Results with Heterogeneous Measures.
Corpus-Guided Sentence Generation of Natural Images.
Timeline Generation through Evolutionary Trans-Temporal Summarization.
Bootstrapping Semantic Parsers from Conversations.
Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming.
Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus.
Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation.
Better Evaluation Metrics Lead to Better Machine Translation.
Language Models for Machine Translation: Original vs. Translated Texts.
Domain Adaptation via Pseudo In-Domain Data Selection.
Large-Scale Cognate Recovery.
Training a Log-Linear Parser with Loss Functions via Softmax-Margin.
Universal Morphological Analysis using Structured Nearest Neighbor Prediction.
Simple Effective Decipherment via Combinatorial Optimization.
A Model of Discourse Predictions in Human Sentence Processing.
Minimally Supervised Event Causality Identification.
Linear Text Segmentation Using Affinity Propagation.
A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents.
Optimizing Semantic Coherence in Topic Models.
Approximate Scalable Bounded Space Sketch for Large Data NLP.
Dual Decomposition with Many Overlapping Components.
Bayesian Checking for Topic Models.
A novel dependency-to-string model for statistical machine translation.
Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax.
Inducing Sentence Structure from Parallel Corpora for Reordering.
Training a Parser for Machine Translation Reordering.
Compositional Matrix-Space Models for Sentiment Analysis.
Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities.
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions.
Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews.
A Joint Model for Extended Semantic Role Labeling.
Class Label Enhancement via Related Instances.
Correcting Semantic Collocation Errors with L1-induced Paraphrases.
A Generate and Rank Approach to Sentence Paraphrasing.
Accurate Parsing with Compact Tree-Substitution Grammars: Double-DOP.
SMT Helps Bitext Dependency Parsing.
Multi-Source Transfer of Delexicalized Dependency Parsers.
Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance.
Optimal Search for Minimum Error Rate Training.
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation.
Predicting Thread Discourse Structure over Technical Web Forums.
Fast and Robust Joint Models for Biomedical Event Extraction.
