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Studying the History of Ideas Using Topic Models
David Hall
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Daniel Jurafsky
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Christopher D. Manning
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Paper Details:
Month: October
Year: 2008
Location: Honolulu, Hawaii
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Learning Summary Content Units with Topic Modeling
Leonhard Hennig
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Ernesto William De Luca
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Sahin Albayrak
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Modeling Diachronic Change in Scientific Writing with Information Density
Raphael Rubino
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Stefania Degaetano-Ortlieb
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Elke Teich
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Josef van Genabith
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Automatic Labelling of Topics with Neural Embeddings
Shraey Bhatia
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Jey Han Lau
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Timothy Baldwin
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Identifying Emergent Research Trends by Key Authors and Phrases
Shenhao Jiang
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Animesh Prasad
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Min-Yen Kan
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Kazunari Sugiyama
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Polylingual Topic Models
David Mimno
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Hanna M. Wallach
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Jason Naradowsky
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David A. Smith
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Andrew McCallum
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Cross-Cultural Analysis of Blogs and Forums with Mixed-Collection Topic Models
Michael Paul
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Roxana Girju
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Predicting a Scientific Community’s Response to an Article
Dani Yogatama
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Michael Heilman
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Brendan O’Connor
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Chris Dyer
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Bryan R. Routledge
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Noah A. Smith
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A Utility Model of Authors in the Scientific Community
Yanchuan Sim
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Bryan Routledge
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Noah A. Smith
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EMNLP versus ACL: Analyzing NLP research over time
Sujatha Das Gollapalli
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Xiaoli Li
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Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality
Jey Han Lau
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David Newman
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Timothy Baldwin
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Measuring the Similarity between Automatically Generated Topics
Nikolaos Aletras
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Mark Stevenson
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Compasses, Magnets, Water Microscopes: Annotation of Terminology in a Diachronic Corpus of Scientific Texts
Anne-Kathrin Schumann
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Stefan Fischer
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Studying the Temporal Dynamics of Word Co-occurrences: An Application to Event Detection
Daniel Preoţiuc-Pietro
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P. K. Srijith
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Mark Hepple
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Trevor Cohn
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Automatic Annotation of Semantic Term Types in the Complete ACL Anthology Reference Corpus
Anne-Kathrin Schumann
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Héctor Martínez Alonso
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Stylometric Analysis of Scientific Articles
Shane Bergsma
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Matt Post
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David Yarowsky
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Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time
Pankaj Gupta
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Subburam Rajaram
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Hinrich Schütze
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Bernt Andrassy
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Sentiment Analysis of Citations using Sentence Structure-Based Features
Awais Athar
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Are School-of-thought Words Characterizable?
Xiaorui Jiang
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Xiaoping Sun
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Hai Zhuge
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Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms
Thang Nguyen
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Yuening Hu
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Jordan Boyd-Graber
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Predicting the Rise and Fall of Scientific Topics from Trends in their Rhetorical Framing
Vinodkumar Prabhakaran
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William L. Hamilton
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Dan McFarland
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Dan Jurafsky
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Topically Driven Neural Language Model
Jey Han Lau
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Timothy Baldwin
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Trevor Cohn
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Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts
Chenhao Tan
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Dallas Card
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Noah A. Smith
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Heterogeneous Networks and Their Applications: Scientometrics, Name Disambiguation, and Topic Modeling
Ben King
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Rahul Jha
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Dragomir R. Radev
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Detecting Cross-Cultural Differences Using a Multilingual Topic Model
E.D. Gutiérrez
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Ekaterina Shutova
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Patricia Lichtenstein
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Gerard de Melo
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Luca Gilardi
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Measuring the Evolution of a Scientific Field through Citation Frames
David Jurgens
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Srijan Kumar
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Raine Hoover
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Dan McFarland
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Dan Jurafsky
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Topic Modeling on Historical Newspapers
Tze-I Yang
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Andrew Torget
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Rada Mihalcea
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A Study of Academic Collaborations in Computational Linguistics using a Latent Mixture of Authors Model
Nikhil Johri
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Daniel Ramage
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Daniel McFarland
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Daniel Jurafsky
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What can NLP tell us about BioNLP?
Attapol Thamrongrattanarit
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Michael Shafir
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Michael Crivaro
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Bensiin Borukhov
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Marie Meteer
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Towards a Computational History of the ACL: 1980-2008
Ashton Anderson
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Dan Jurafsky
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Daniel A. McFarland
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Discovering Factions in the Computational Linguistics Community
Yanchuan Sim
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Noah A. Smith
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David A. Smith
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He Said, She Said: Gender in the ACL Anthology
Adam Vogel
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Dan Jurafsky
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Towards an ACL Anthology Corpus with Logical Document Structure. An Overview of the ACL 2012 Contributed Task
Ulrich Schäfer
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Jonathon Read
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Stephan Oepen
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Detection of Implicit Citations for Sentiment Detection
Awais Athar
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Simone Teufel
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Online Polylingual Topic Models for Fast Document Translation Detection
Kriste Krstovski
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David A. Smith
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Information-based Modeling of Diachronic Linguistic Change: from Typicality to Productivity
Stefania Degaetano-Ortlieb
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Elke Teich
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http://www.aclweb.org/anthology-
Field Of Study
Linguistic Trends
Discourse
Lexical Semantics
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Phonology
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Tagging
Word Sense Disambiguation
Information Retrieval
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Summarization
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