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EMNLP
2011

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Named Entity Recognition in Tweets: An Experimental Study

5 months 3 days ago

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People tweet more than 100 Million times daily, yielding a noisy, informal, but sometimes informative corpus of 140-character messages that mirrors the zeitgeist in an unprecedent...

Alan Ritter, Sam Clark, Mausam, Oren Etzioni

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Id	Views	Title	Status
1	53	Named Entity Recognition in Tweets: An Experimental Study	claim
2	43	Unsupervised Dependency Parsing without Gold Part-of-Speech Tags	claim
3	38	A novel dependency-to-string model for statistical machine translation	claim
4	36	Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances	claim
5	35	Discovering Relations between Noun Categories	claim
6	34	Classifying Sentences as Speech Acts in Message Board Posts	claim
7	34	A Simple Word Trigger Method for Social Tag Suggestion	claim
8	33	Splitting Noun Compounds via Monolingual and Bilingual Paraphrasing: A Study on Japanese Katakana Words	claim
9	33	Exploiting Syntactic and Distributional Information for Spelling Correction with Web-Scale N-gram Models	claim
10	33	Cooooooooooooooollllllllllllll!!!!!!!!!!!!!! Using Word Lengthening to Detect Sentiment in Microblogs	claim
11	33	Domain Adaptation via Pseudo In-Domain Data Selection	claim
12	33	Multi-Source Transfer of Delexicalized Dependency Parsers	claim
13	33	Bootstrapped Named Entity Recognition for Product Attribute Extraction	claim
14	33	Collaborative Ranking: A Case Study on Entity Linking	claim
15	32	Syntactic Decision Tree LMs: Random Selection or Intelligent Design?	claim
16	32	Harnessing different knowledge sources to measure semantic relatedness under a uniform model	claim
17	31	Analyzing Methods for Improving Precision of Pivot Based Bilingual Dictionaries	claim
18	31	Cache-based Document-level Statistical Machine Translation	claim
19	31	A Fast, Accurate, Non-Projective, Semantically-Enriched Parser	claim
20	31	Corpus-Guided Sentence Generation of Natural Images	claim
21	31	Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming	claim
22	30	Inducing Sentence Structure from Parallel Corpora for Reordering	claim
23	30	Predicting Thread Discourse Structure over Technical Web Forums	claim
24	30	Generating Subsequent Reference in Shared Visual Scenes: Computation vs Re-Use	claim
25	30	Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter	claim
26	30	Accurate Parsing with Compact Tree-Substitution Grammars: Double-DOP	claim
27	30	A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions	claim
28	30	Minimum Imputed-Risk: Unsupervised Discriminative Training for Machine Translation	claim
29	29	Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training	claim
30	29	Data-Driven Response Generation in Social Media	claim
31	29	Identifying and Following Expert Investors in Stock Microblogs	claim
32	29	Rumor has it: Identifying Misinformation in Microblogs	claim
33	29	Universal Morphological Analysis using Structured Nearest Neighbor Prediction	claim
34	29	Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions	claim
35	29	Hierarchical Verb Clustering Using Graph Factorization	claim
36	29	Improved Transliteration Mining Using Graph Reinforcement	claim
37	29	Learning Local Content Shift Detectors from Document-level Information	claim
38	29	Correcting Semantic Collocation Errors with L1-induced Paraphrases	claim
39	28	Tuning as Ranking	claim
40	28	Generating Aspect-oriented Multi-Document Summarization with Event-aspect model	claim
41	28	Better Evaluation Metrics Lead to Better Machine Translation	claim
42	28	Large-Scale Cognate Recovery	claim
43	28	Non-parametric Bayesian Segmentation of Japanese Noun Phrases	claim
44	28	Computing Logical Form on Regulatory Texts	claim
45	28	Bootstrapping Semantic Parsers from Conversations	claim
46	27	Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews	claim
47	27	Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax	claim
48	27	Divide and Conquer: Crowdsourcing the Creation of Cross-Lingual Textual Entailment Corpora	claim
49	27	Personalized Recommendation of User Comments via Factor Models	claim
50	27	Fast and Robust Joint Models for Biomedical Event Extraction	claim
51	26	Experimental Support for a Categorical Compositional Distributional Model of Meaning	claim
52	26	Structural Opinion Mining for Graph-based Sentiment Representation	claim
53	26	Modelling Discourse Relations for Arabic	claim
54	26	A Model of Discourse Predictions in Human Sentence Processing	claim
55	25	Learning the Information Status of Noun Phrases in Spoken Dialogues	claim
56	25	Statistical Machine Translation with Local Language Models	claim
57	25	Reducing Grounded Learning Tasks To Grammatical Inference	claim
58	25	Unsupervised Information Extraction with Distributional Prior Knowledge	claim
59	25	Probabilistic models of similarity in syntactic context	claim
60	25	Approximate Scalable Bounded Space Sketch for Large Data NLP	claim
61	25	Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding	claim
62	25	Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus	claim
63	25	Training dependency parsers by jointly optimizing multiple objectives	claim
64	24	A Generate and Rank Approach to Sentence Paraphrasing	claim
65	24	Random Walk Inference and Learning in A Large Scale Knowledge Base	claim
66	24	Learning General Connotation of Words using Graph-based Algorithms	claim
67	24	Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation	claim
68	24	Soft Dependency Constraints for Reordering in Hierarchical Phrase-Based Translation	claim
69	24	Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model	claim
70	24	The Imagination of Crowds: Conversational AAC Language Modeling using Crowdsourcing and Large Data Sources	claim
71	24	Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions	claim
72	24	Robust Disambiguation of Named Entities in Text	claim
73	24	Linguistic Redundancy in Twitter	claim
74	24	Active Learning with Amazon Mechanical Turk	claim
75	24	Unsupervised Semantic Role Induction with Graph Partitioning	claim
76	24	Enhancing Chinese Word Segmentation Using Unlabeled Data	claim
77	24	Compositional Matrix-Space Models for Sentiment Analysis	claim
78	23	Dual Decomposition with Many Overlapping Components	claim
79	23	A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels	claim
80	23	Relaxed Cross-lingual Projection of Constituent Syntax	claim
81	23	Entire Relaxation Path for Maximum Entropy Problems	claim
82	22	Training a Parser for Machine Translation Reordering	claim
83	22	Quasi-Synchronous Phrase Dependency Grammars for Machine Translation	claim
84	22	Bayesian Checking for Topic Models	claim
85	22	A Fast Re-scoring Strategy to Capture Long-Distance Dependencies	claim
86	21	Cross-Cutting Models of Lexical Semantics	claim
87	21	A generative model for unsupervised discovery of relations and argument classes from clinical texts	claim
88	21	Ranking Human and Machine Summarization Systems	claim
89	21	Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities	claim
90	21	Structured Relation Discovery using Generative Models	claim
91	20	Lexical Generalization in CCG Grammar Induction for Semantic Parsing	claim
92	20	Third-order Variational Reranking on Packed-Shared Dependency Forests	claim
93	20	Multilayer Sequence Labeling	claim
94	20	Syntax-Based Grammaticality Improvement using CCG and Guided Search	claim
95	20	A Joint Model for Extended Semantic Role Labeling	claim
96	20	Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction	claim
97	20	Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance	claim
98	20	A Correction Model for Word Alignments	claim
99	20	Language Models for Machine Translation: Original vs. Translated Texts	claim
100	19	Corroborating Text Evaluation Results with Heterogeneous Measures	claim
101	19	Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation	claim
102	19	Heuristic Search for Non-Bottom-Up Tree Structure Prediction	claim
103	19	Large-Scale Noun Compound Interpretation Using Bootstrapping and the Web as a Corpus	claim
104	19	Optimizing Semantic Coherence in Topic Models	claim
105	19	Relation Acquisition using Word Classes and Partial Patterns	claim
106	19	Relation Extraction with Relation Topics	claim
107	19	Hierarchical Phrase-based Translation Representations	claim
108	19	Linking Entities to a Knowledge Base with Query Expansion	claim
109	18	Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation	claim
110	18	Latent Vector Weighting for Word Meaning in Context	claim
111	18	Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun Phrases	claim
112	17	Structured Sparsity in Structured Prediction	claim
113	17	Class Label Enhancement via Related Instances	claim
114	17	Structured Lexical Similarity via Convolution Kernels on Dependency Trees	claim
115	17	Identifying Relations for Open Information Extraction	claim
116	17	Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized Summarization	claim
117	16	Training a Log-Linear Parser with Loss Functions via Softmax-Margin	claim
118	16	SMT Helps Bitext Dependency Parsing	claim
119	16	Semi-supervised CCG Lexicon Extension	claim
120	16	Simple Effective Decipherment via Combinatorial Optimization	claim
121	15	Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing	claim
122	15	Discriminating Gender on Twitter	claim
123	14	Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation	claim

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