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A Comparison of Algorithms for Maximum Entropy Parameter Estimation
Robert Malouf
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Paper Details:
Year: 2002
Venue:
CoNLL |
WS |
SIG: SIGNLL
Citations
URL
Improved Iterative Scaling Can Yield Multiple Globally Optimal Models with Radically Differing Performance Levels
Iain Bancarz
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Miles Osborne
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Chinese Segmentation and New Word Detection using Conditional Random Fields
Fuchun Peng
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Fangfang Feng
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Andrew McCallum
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Verb Phrase Ellipsis detection using Automatically Parsed Text
Leif Arda Nielsen
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Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Improved Inference
Xu Sun
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Louis-Philippe Morency
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Daisuke Okanohara
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Yoshimasa Tsuruoka
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Jun’ichi Tsujii
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Comparison of different algebras for inducing the temporal structure of texts
Pascal Denis
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Philippe Muller
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Acquisition of Unknown Word Paradigms for Large-Scale Grammars
Kostadin Cholakov
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Gertjan van Noord
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Cross-Lingual Induction for Deep Broad-Coverage Syntax: A Case Study on German Participles
Sina Zarrieß
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Aoife Cahill
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Jonas Kuhn
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Christian Rohrer
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Specialized Models and Ranking for Coreference Resolution
Pascal Denis
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Jason Baldridge
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Mining and Modeling Relations between Formal and Informal Chinese Phrases from Web Corpora
Zhifei Li
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David Yarowsky
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Unsupervised Parse Selection for HPSG
Rebecca Dridan
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Timothy Baldwin
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Using Unknown Word Techniques to Learn Known Words
Kostadin Cholakov
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Gertjan van Noord
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Investigating GIS and Smoothing for Maximum Entropy Taggers
James R. Curran
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Stephen Clark
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Automatic Single-Document Key Fact Extraction from Newswire Articles
Itamar Kastner
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Christof Monz
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Structural Correspondence Learning for Parse Disambiguation
Barbara Plank
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Analyzing Models for Semantic Role Assignment using Confusability
Katrin Erk
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Sebastian Padó
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Automatic Discovery of Attribute Words from Web Documents
Kosuke Tokunaga
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Jun’ichi Kazama
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Kentaro Torisawa
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Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free
Andrew Smith
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Miles Osborne
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Refinements in BTG-based Statistical Machine Translation
Deyi Xiong
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Min Zhang
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AiTi Aw
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Haitao Mi
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Qun Liu
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Shouxun Lin
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An Online Cascaded Approach to Biomedical Named Entity Recognition
Shing-Kit Chan
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Wai Lam
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Xiaofeng Yu
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A Two-Stage Approach to Chinese Part-of-Speech Tagging
Aitao Chen
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Ya Zhang
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Gordon Sun
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Discriminative Reranking for Natural Language Parsing
Michael Collins
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Terry Koo
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Improving Machine Translation Performance by Exploiting Non-Parallel Corpora
Dragos Stefan Munteanu
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Daniel Marcu
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Classifying Non-Sentential Utterances in Dialogue: A Machine Learning Approach
Raquel Fernández
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Jonathan Ginzburg
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Shalom Lappin
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Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear Models
Stephen Clark
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James R. Curran
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Shallow Parsing with Conditional Random Fields
Fei Sha
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Fernando Pereira
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Ensemble-based Active Learning for Parse Selection
Miles Osborne
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Jason Baldridge
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Accurate Information Extraction from Research Papers using Conditional Random Fields
Fuchun Peng
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Andrew McCallum
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Partial Training for a Lexicalized-Grammar Parser
Stephen Clark
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James Curran
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Joint Determination of Anaphoricity and Coreference Resolution using Integer Programming
Pascal Denis
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Jason Baldridge
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Chart Mining-based Lexical Acquisition with Precision Grammars
Yi Zhang
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Timothy Baldwin
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Valia Kordoni
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David Martinez
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Jeremy Nicholson
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Feature-Rich Statistical Translation of Noun Phrases
Philipp Koehn
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Kevin Knight
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Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm
Brian Roark
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Murat Saraclar
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Michael Collins
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Mark Johnson
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Robust VPE Detection using Automatically Parsed Text
Leif Arda Nielsen
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Scaling Conditional Random Fields Using Error-Correcting Codes
Trevor Cohn
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Andrew Smith
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Miles Osborne
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Logarithmic Opinion Pools for Conditional Random Fields
Andrew Smith
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Trevor Cohn
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Miles Osborne
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Probabilistic Disambiguation Models for Wide-Coverage HPSG Parsing
Yusuke Miyao
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Jun’ichi Tsujii
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Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative Reranking
Eugene Charniak
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Mark Johnson
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Discriminative Word Alignment with Conditional Random Fields
Phil Blunsom
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Trevor Cohn
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Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation
Deyi Xiong
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Qun Liu
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Shouxun Lin
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A Progressive Feature Selection Algorithm for Ultra Large Feature Spaces
Qi Zhang
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Fuliang Weng
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Zhe Feng
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Multi-Tagging for Lexicalized-Grammar Parsing
James R. Curran
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Stephen Clark
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David Vadas
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Semantic Discourse Segmentation and Labeling for Route Instructions
Nobuyuki Shimizu
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Statistical Machine Translation through Global Lexical Selection and Sentence Reconstruction
Srinivas Bangalore
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Patrick Haffner
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Stephan Kanthak
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HPSG Parsing with Shallow Dependency Constraints
Kenji Sagae
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Yusuke Miyao
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Jun’ichi Tsujii
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A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing
Jianfeng Gao
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Galen Andrew
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Mark Johnson
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Kristina Toutanova
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A Discriminative Latent Variable Model for Statistical Machine Translation
Phil Blunsom
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Trevor Cohn
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Miles Osborne
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Iterative Scaling and Coordinate Descent Methods for Maximum Entropy
Fang-Lan Huang
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Cho-Jui Hsieh
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Kai-Wei Chang
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Chih-Jen Lin
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The Contribution of Stylistic Information to Content-based Mobile Spam Filtering
Dae-Neung Sohn
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Jung-Tae Lee
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Hae-Chang Rim
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Joint Bilingual Sentiment Classification with Unlabeled Parallel Corpora
Bin Lu
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Chenhao Tan
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Claire Cardie
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Benjamin K. Tsou
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A Statistical Tree Annotator and Its Applications
Xiaoqiang Luo
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Bing Zhao
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The Effects of Semantic Annotations on Precision Parse Ranking
Andrew MacKinlay
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Rebecca Dridan
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Diana McCarthy
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Timothy Baldwin
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DFKI-DKT at SemEval-2017 Task 8: Rumour Detection and Classification using Cascading Heuristics
Ankit Srivastava
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Georg Rehm
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Julian Moreno Schneider
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Markov Models for Language-independent Named Entity Recognition
Robert Malouf
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Active learning for HPSG parse selection
Jason Baldridge
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Miles Osborne
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Bootstrapping POS-taggers using unlabelled data
Stephen Clark
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James Curran
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Miles Osborne
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Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons
Andrew McCallum
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Wei Li
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Blueprint for a High Performance NLP Infrastructure
James R. Curran
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Log-Linear Models for Wide-Coverage CCG Parsing
Stephen Clark
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James Curran
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Evaluation and Extension of Maximum Entropy Models with Inequality Constraints
Jun’ichi Kazama
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Jun’ichi Tsujii
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Semantic role labelling with similarity-based generalization using EM-based clustering
Ulrike Baldewein
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Katrin Erk
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Sebastian Padó
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Detlef Prescher
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Semantic Role Labelling With Chunk Sequences
Ulrike Baldewein
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Katrin Erk
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Sebastian Padó
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Detlef Prescher
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The Influence of Argument Structure on Semantic Role Assignment
Sebastian Padó
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Gemma Boleda
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Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling
Stefan Riezler
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Alexander Vasserman
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An Expectation Maximization Approach to Pronoun Resolution
Colin Cherry
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Shane Bergsma
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Efficacy of Beam Thresholding, Unification Filtering and Hybrid Parsing in Probabilistic HPSG Parsing
Takashi Ninomiya
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Yoshimasa Tsuruoka
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Yusuke Miyao
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Jun’ichi Tsujii
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Automated Multiword Expression Prediction for Grammar Engineering
Yi Zhang
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Valia Kordoni
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Aline Villavicencio
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Marco Idiart
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Extremely Lexicalized Models for Accurate and Fast HPSG Parsing
Takashi Ninomiya
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Takuya Matsuzaki
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Yoshimasa Tsuruoka
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Yusuke Miyao
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Jun’ichi Tsujii
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Multilingual Deep Lexical Acquisition for HPSGs via Supertagging
Phil Blunsom
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Timothy Baldwin
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Statistical Ranking in Tactical Generation
Erik Velldal
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Stephan Oepen
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Exploiting Semantic Information for HPSG Parse Selection
Sanae Fujita
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Francis Bond
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Stephan Oepen
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Takaaki Tanaka
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Partial Parse Selection for Robust Deep Processing
Yi Zhang
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Valia Kordoni
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Erin Fitzgerald
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Efficiency in Unification-Based N-Best Parsing
Yi Zhang
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Stephan Oepen
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John Carroll
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A log-linear model with an n-gram reference distribution for accurate HPSG parsing
Takashi Ninomiya
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Takuya Matsuzaki
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Yusuke Miyao
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Jun’ichi Tsujii
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Hybrid Multilingual Parsing with HPSG for SRL
Yi Zhang
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Rui Wang
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Stephan Oepen
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Resolving Speculation: MaxEnt Cue Classification and Dependency-Based Scope Rules
Erik Velldal
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Lilja Øvrelid
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Stephan Oepen
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A Virtual Manipulative for Learning Log-Linear Models
Francis Ferraro
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Jason Eisner
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Parse Ranking with Semantic Dependencies and WordNet
Xiaocheng Yin
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Jung-Jae Kim
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Zinaida Pozen
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Francis Bond
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http://www.mcs.anl.gov/petsc
Field Of Study
Task
Chunking
Language
English
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