emnlp 2014 论文列表Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL. |
Summarizing Online Forum Discussions - Can Dialog Acts of Individual Messages Help?
Prune-and-Score: Learning for Greedy Coreference Resolution.
Chao Ma Janardhan Rao Doppa John Walker Orr Prashanth Mannem Xiaoli Z. Fern Thomas G. Dietterich Prasad Tadepalli
Building Chinese Discourse Corpus with Connective-driven Dependency Tree Structure.
Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces.
A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents.
Recall Error Analysis for Coreference Resolution.
Recursive Deep Models for Discourse Parsing.
Discriminative Reranking of Discourse Parses Using Tree Kernels.
A Model of Coherence Based on Distributed Sentence Representation.
Learning Spatial Knowledge for Text to 3D Scene Generation.
Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions.
Brighter than Gold: Figurative Language in User Generated Comparisons.
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts.
Self-disclosure topic model for classifying and analyzing Twitter conversations.
Online topic model for Twitter considering dynamics of user interests and topic trends.
Gender and Power: How Gender and Gender Environment Affect Manifestations of Power.
Latent-Variable Synchronous CFGs for Hierarchical Translation.
Search-Aware Tuning for Machine Translation.
Noisy Or-based model for Relation Extraction using Distant Supervision.
CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection.
Combining Visual and Textual Features for Information Extraction from Online Flyers.
Joint Inference for Knowledge Base Population.
Automatic Inference of the Tense of Chinese Events Using Implicit Linguistic Information.
Type-Aware Distantly Supervised Relation Extraction with Linked Arguments.
Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction.
ZORE: A Syntax-based System for Chinese Open Relation Extraction.
Modeling Joint Entity and Relation Extraction with Table Representation.
Event Role Extraction using Domain-Relevant Word Representations.
Constructing Information Networks Using One Single Model.
Improving Word Alignment using Word Similarity.
Dependency-based Discourse Parser for Single-Document Summarization.
Joint Decoding of Tree Transduction Models for Sentence Compression.
#TagSpace: Semantic Embeddings from Hashtags.
Muli-label Text Categorization with Hidden Components.
A Model of Individual Differences in Gaze Control During Reading.
Detecting Latent Ideology in Expert Text: Evidence From Academic Papers in Economics.
Joint Emotion Analysis via Multi-task Gaussian Processes.
Detecting Non-compositional MWE Components using Wiktionary.
Comparing Representations of Semantic Roles for String-To-Tree Decoding.
Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning.
Joint Learning of Chinese Words, Terms and Keywords.
Cipher Type Detection.
Improved Decipherment of Homophonic Ciphers.
Large-scale Reordering Model for Statistical Machine Translation using Dual Multinomial Logistic Regression.
Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling.
Convolutional Neural Networks for Sentence Classification.
Type-based MCMC for Sampling Tree Fragments from Forests.
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.
Kyunghyun Cho Bart van Merrienboer Çaglar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio
Random Manhattan Integer Indexing: Incremental L1 Normed Vector Space Construction.
Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora.
Dependency-Based Bilingual Language Models for Reordering in Statistical Machine Translation.
Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks.
Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs.
Refining Word Segmentation Using a Manually Aligned Corpus for Statistical Machine Translation.
Assessing the Impact of Translation Errors on Machine Translation Quality with Mixed-effects Models.
Fast and Accurate Misspelling Correction in Large Corpora.
Automatic Generation of Related Work Sections in Scientific Papers: An Optimization Approach.
Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency.
Abstractive Summarization of Product Reviews Using Discourse Structure.
Knowledge Graph and Text Jointly Embedding.
A convex relaxation for weakly supervised relation extraction.
Typed Tensor Decomposition of Knowledge Bases for Relation Extraction.
Combining Distant and Partial Supervision for Relation Extraction.
Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures.
Glove: Global Vectors for Word Representation.
Word Semantic Representations using Bayesian Probabilistic Tensor Factorization.
Sensicon: An Automatically Constructed Sensorial Lexicon.
Modeling Biological Processes for Reading Comprehension.
Jonathan Berant Vivek Srikumar Pei-Chun Chen Abby Vander Linden Brittany Harding Brad Huang Peter Clark Christopher D. Manning
Language Modeling with Power Low Rank Ensembles.
Staying on Topic: An Indicator of Power in Political Debates.
Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization.
Keystroke Patterns as Prosody in Digital Writings: A Case Study with Deceptive Reviews and Essays.
Verifiably Effective Arabic Dialect Identification.
Intrinsic Plagiarism Detection using N-gram Classes.
Financial Keyword Expansion via Continuous Word Vector Representations.
Using Mined Coreference Chains as a Resource for a Semantic Task.
Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach.
Extracting Clusters of Specialist Terms from Unstructured Text.
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation.
Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints.
Device-Dependent Readability for Improved Text Understanding.
Predicting Dialect Variation in Immigrant Contexts Using Light Verb Constructions.
Language Transfer Hypotheses with Linear SVM Weights.
Formalizing Word Sampling for Vocabulary Prediction as Graph-based Active Learning.
Can characters reveal your native language? A language-independent approach to native language identification.
PCFG Induction for Unsupervised Parsing and Language Modelling.
Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation.
Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation.
Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference.
Semantic Parsing with Relaxed Hybrid Trees.
Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation.
Morpho-syntactic Lexical Generalization for CCG Semantic Parsing.
Learning Compact Lexicons for CCG Semantic Parsing.
Confidence-based Rewriting of Machine Translation Output.
Large-scale Expected BLEU Training of Phrase-based Reordering Models.
Exact Decoding for Phrase-Based Statistical Machine Translation.
Human Effort and Machine Learnability in Computer Aided Translation.
An Iterative Link-based Method for Parallel Web Page Mining.
Fine-Grained Contextual Predictions for Hard Sentiment Words.
Learning Emotion Indicators from Tweets: Hashtags, Hashtag Patterns, and Phrases.
A Sentiment-aligned Topic Model for Product Aspect Rating Prediction.
+/-EffectWordNet: Sense-level Lexicon Acquisition for Opinion Inference.
Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure.
Exploiting Community Emotion for Microblog Event Detection.
Dependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach.
Developing Age and Gender Predictive Lexica over Social Media.
Maarten Sap Gregory J. Park Johannes C. Eichstaedt Margaret L. Kern David Stillwell Michal Kosinski Lyle H. Ungar H. Andrew Schwartz
Exploiting Social Relations and Sentiment for Stock Prediction.
Vote Prediction on Comments in Social Polls.
A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering Services.
Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries.
Question Answering over Linked Data Using First-order Logic.
Queries as a Source of Lexicalized Commonsense Knowledge.
Tailor knowledge graph for query understanding: linking intent topics by propagation.
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space.
An Etymological Approach to Cross-Language Orthographic Similarity. Application on Romanian.
Reducing Dimensions of Tensors in Type-Driven Distributional Semantics.
A Unified Model for Word Sense Representation and Disambiguation.
Greed is Good if Randomized: New Inference for Dependency Parsing.
A Dependency Parser for Tweets.
A* CCG Parsing with a Supertag-factored Model.
Data Driven Grammatical Error Detection in Transcripts of Children's Speech.
POS Tagging of English-Hindi Code-Mixed Social Media Content.
Importance weighting and unsupervised domain adaptation of POS taggers: a negative result.
Dependency parsing with latent refinements of part-of-speech tags.
System Combination for Grammatical Error Correction.
Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging.
Ambiguity Resolution for Vt-N Structures in Chinese.
A Polynomial-Time Dynamic Oracle for Non-Projective Dependency Parsing.
Language Modeling with Functional Head Constraint for Code Switching Speech Recognition.
An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences.
What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages.
Morphological Segmentation for Keyword Spotting.
Balanced Korean Word Spacing with Structural SVM.
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations.
A Joint Model for Unsupervised Chinese Word Segmentation.
Syllable weight encodes mostly the same information for English word segmentation as dictionary stress.
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features.
Analysing recall loss in named entity slot filling.
Taxonomy Construction Using Syntactic Contextual Evidence.
Unsupervised Template Mining for Semantic Category Understanding.
ReferItGame: Referring to Objects in Photographs of Natural Scenes.
Unsupervised Sentence Enhancement for Automatic Summarization.
Chinese Zero Pronoun Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers.
Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates.
A Fast and Accurate Dependency Parser using Neural Networks.
The Inside-Outside Recursive Neural Network model for Dependency Parsing.
Opinion Mining with Deep Recurrent Neural Networks.
Evaluating Neural Word Representations in Tensor-Based Compositional Settings.
Invited Talk: Learning from Rational Behavior.
Analyzing Stemming Approaches for Turkish Multi-Document Summarization.
Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees.
Fear the REAPER: A System for Automatic Multi-Document Summarization with Reinforcement Learning.
Chinese Poetry Generation with Recurrent Neural Networks.
Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval.
Adding High-Precision Links to Wikipedia.
Joint Relational Embeddings for Knowledge-based Question Answering.
A Neural Network for Factoid Question Answering over Paragraphs.
Non-linear Mapping for Improved Identification of 1300+ Languages.
Correcting Keyboard Layout Errors and Homoglyphs in Queries.
Question Answering with Subgraph Embeddings.
Lexical Substitution for the Medical Domain.
Semantic-Based Multilingual Document Clustering via Tensor Modeling.
Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval.
Translation Rules with Right-Hand Side Lattices.
Latent Domain Phrase-based Models for Adaptation.
Beyond Parallel Data: Joint Word Alignment and Decipherment Improves Machine Translation.
Modeling Term Translation for Document-informed Machine Translation.
NaturalLI: Natural Logic Inference for Common Sense Reasoning.
Learning to Solve Arithmetic Word Problems with Verb Categorization.
A Comparison of Selectional Preference Models for Automatic Verb Classification.
Resolving Shell Nouns.
Positive Unlabeled Learning for Deceptive Reviews Detection.
A Joint Segmentation and Classification Framework for Sentiment Analysis.
Sentiment Analysis on the People's Daily.
Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis.
An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents.
Semantic Kernels for Semantic Parsing.
A Shortest-path Method for Arc-factored Semantic Role Labeling.
Aligning English Strings with Abstract Meaning Representation Graphs.
Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri.
Automatic Domain Assignment for Word Sense Alignment.
Composition of Word Representations Improves Semantic Role Labelling.
Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases.
Multi-Resolution Language Grounding with Weak Supervision.
Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning.
Multi-Predicate Semantic Role Labeling.
Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data.
Hierarchical Discriminative Classification for Text-Based Geolocation.
ReNoun: Fact Extraction for Nominal Attributes.
A Graph-based Approach for Contextual Text Normalization.
Incremental Semantic Role Labeling with Tree Adjoining Grammar.
Parsing low-resource languages using Gibbs sampling for PCFGs with latent annotations.
An Unsupervised Model for Instance Level Subcategorization Acquisition.
Go Climb a Dependency Tree and Correct the Grammatical Errors.
Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can't See What I Mean.
A Cognitive Model of Semantic Network Learning.
Aligning context-based statistical models of language with brain activity during reading.
Reordering Model for Forest-to-String Machine Translation.
Two Improvements to Left-to-Right Decoding for Hierarchical Phrase-based Machine Translation.
Learning to Differentiate Better from Worse Translations.
A Human Judgement Corpus and a Metric for Arabic MT Evaluation.
Fitting Sentence Level Translation Evaluation with Many Dense Features.
Better Statistical Machine Translation through Linguistic Treatment of Phrasal Verbs.
Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation.
Learning Hierarchical Translation Spans.
Syntactic SMT Using a Discriminative Text Generation Model.
Testing for Significance of Increased Correlation with Human Judgment.
Syntax-Augmented Machine Translation using Syntax-Label Clustering.
Asymmetric Features Of Human Generated Translation.
Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM.
Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality.
Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model.
Submodularity for Data Selection in Machine Translation.
Combining Punctuation and Disfluency Prediction: An Empirical Study.
Revisiting Embedding Features for Simple Semi-supervised Learning.
Accurate Word Segmentation and POS Tagging for Japanese Microblogs: Corpus Annotation and Joint Modeling with Lexical Normalization.
Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields.
Strongly Incremental Repair Detection.
A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing.
Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System.
Identifying Argumentative Discourse Structures in Persuasive Essays.
Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics.
A Neural Network Approach to Selectional Preference Acquisition.
Translation Modeling with Bidirectional Recurrent Neural Networks.
Modeling Interestingness with Deep Neural Networks.
Invited Talk: IBM Cognitive Computing - An NLP Renaissance!