记录下，有空研究。
http://nlp.stanford.edu/projects/DeepLearningInNaturalLanguageProcessing.shtml
http://nlp.stanford.edu/courses/NAACL2013/
Fast and Robust Neural Network Joint Models for Statistical Machine Translation
ACL2014的论文列表
http://blog.sina.com.cn/s/blog_49b5f5080101dinc.html
ACL 2014 Accepted Long Papers
A Bayesian Mixed Effects Model of Literary Character
David Bamman, Ted Underwood and Noah A. Smith
A chance corrected measure of inter-annotator agreement for syntax
Arne Skjærholt
A Decision-Theoretic Approach to Natural Language Generation
Nathan McKinley and Soumya Ray
A Discriminative Graph-Based Parser for the Abstract Meaning Representation
Jeffrey Flanigan, Sam Thomson, Jaime Carbonell, Chris Dyer and Noah A. Smith
A Generalized Language Model as the Combination of Skipped n-grams and Modified Kneser Ney Smoothing
Rene Pickhardt, Thomas Gottron, Martin Körner, Paul Georg Wagner, Till Speicher and Steffen Staab
A Joint Graph Model for Pinyin-to-Chinese Conversion with Typo Correction
Zhongye Jia and Hai Zhao
A Lagrangian Relaxation Algorithm for Bidirectional Word Alignment
Alexander M. Rush, Michael Collins, Yin-Wen Chang and John DeNero
A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-Editing
Vanessa Wei Feng and Graeme Hirst
A practical but linguistically-motivated approach to compositional distributional semantics
Denis Paperno, The Nghia Pham and Marco Baroni
A Provably Correct Learning Algorithm for Latent-Variable PCFGs
Shay B. Cohen and Michael Collins
A Recursive Recurrent Neural Network for Statistical Machine Translation
Shujie Liu, Nan Yang, Mu Li and Ming Zhou
A Robust Approach to Aligning Heterogeneous Lexical Resources
Mohammad Taher Pilehvar and Roberto Navigli
A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings Calls
William Yang Wang and Zhenhao Hua
A Sense-Based Translation Model for Statistical Machine Translation
Deyi Xiong and Min Zhang
A Sentence Model based on Convolutional Neural Networks
Nal Kalchbrenner, Edward Grefenstette and Phil Blunsom
A Step-wise Usage-based Method for Inducing Polysemy-aware Verb Classes
Daisuke Kawahara, Daniel Peterson and Martha Palmer
A Study of Concept-based Weighting Regularization for Medical Records Search
Yue Wang, Xitong Liu and Hui Fang
A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation
Junhui Li, Yuval Marton, Philip Resnik and Hal Daumé III
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries
Yashar Mehdad, Giuseppe Carenini and Raymond T. NG
Active Learning with Efficient Feature Weighting Methods for Improving Data Quality and Classification Accuracy
Justin Martineau, Lu Chen, Doreen Cheng and Amit Sheth
Adaptive Quality Estimation for Document-Specific MT Post-editing
Fei Huang, Jian-Ming Xu and Abraham Ittycheriah
Adaptive Quality Estimation for Machine Translation
Marco Turchi, Antonios Anastasopoulos, José Guilherme Camargo de Souza and Matteo Negri
Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing
Zhenghua Li, Min Zhang and Wenliang Chen
Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms
Thang Nguyen, Yuening Hu and Jordan Boyd-Graber
Approximation Strategies for Multi-Structure Sentence Compression
Kapil Thadani
Aspect Extraction with Automated Prior Knowledge Learning
Zhiyuan Chen, Arjun Mukherjee and Bing Liu
Automatic Keyphrase Extraction: A Survey
Kazi Saidul Hasan and Vincent Ng
Behavior of Negation Words in Modifying Sentiment
Xiaodan Zhu, Hongyu Guo, Saif Mohammad and Svetlana Kiritchenko
Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora
Longhua Qian and Guodong Zhou
Bilingually-constrained Phrase Embeddings for Machine Translation
Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou and Chengqing Zong
Bootstrapping into Filler-Gap: An Acquisition Story
Marten van Schijndel and Micha Elsner
Can You Repeat That? Using Word Repetition to Improve Spoken Term Detection
Jonathan Wintrode and Sanjeev Khudanpur
Character-Level Chinese Dependency Parsing
Meishan Zhang, Yue Zhang, Wanxiang Che and Ting Liu
Collective Tweet Wikification based on Semi-supervised Graph Regularization
Hongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji and Chin-Yew Lin
Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data
Dimitra Gkatzia, Helen Hastie and Oliver Lemon
ConnotationWordNet: Learning Connotation of the Word+Sense Network
Leman Akoglu, Jun Seok Kang, Song Feng and Yejin Choi
Context-aware Learning for Sentence-level Sentiment with Posterior Regularization
Bishan Yang and Claire Cardie
Context-dependent Semantic Parsing for Time Expressions
Kenton Lee, Yoav Artzi, Jesse Dodge and Luke Zettlemoyer
Correcting Preposition Errors in Learner English Using Error Case Frames and Feedback Messages
Ryo Nagata, Mikko Vilenius and Edward Whittaker
CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure
Sascha Rothe and Hinrich Schuetze
Cross-narrative Temporal Ordering of Medical Events
Preethi Raghavan, Eric Fosler-Lussier, Noemie Elhadad and Albert Lai
Discourse Complements Lexical Semantics for Non-factoid Answer Reranking
Peter Jansen, Mihai Surdeanu and Peter Clark
Discovering Latent Structure in Task-Oriented Dialogues
Ke Zhai and Jason Williams
Distant Supervision for Relation Extraction with Matrix Completion
Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng and Edward Y. Chang
Don‘t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors
Georgiana Dinu, Germán Kruszewski and Marco Baroni
Encoding Explicit Relation Requirements for Relation Extraction via Joint Inference
Liwei Chen, Y. Feng and Dongyan Zhao
Enhancing Grammatical Cohesion: Generating Transitional Expressions for SMT
Mei Tu, Yu Zhou and Chengqing Zong
Exploiting Timelines to Enhance Multi-document Summarization
Jun-Ping Ng, Yan Chen, Min-Yen Kan and Zhoujun Li
Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking
Kang Liu, Liheng Xu and Jun Zhao
Fast and Robust Neural Network Joint Models for Statistical Machine Translation
Jacob Devlin, Rabih Zbib, Zhongqiang Huang, Thomas Lamar, Richard Schwartz and John Makhoul
Generating Code-switched Text for Lexical Learning
Igor Labutov and Hod Lipson
Grammatical Relations in Chinese: GB-Ground Extraction and Data-Driven Parsing
Weiwei Sun, Yantao Du, Xin Kou, Shuoyang Ding and Xiaojun Wan
Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data
Avneesh Saluja, Hany Hassan, Kristina Toutanova and Chris Quirk
Hierarchical Summarization: Scaling Up Multi-Document Summarization
Janara Christensen, Stephen Soderland, Gagan Bansal and Mausam Mausam
How to make words with vectors: Phrase generation in distributional semantics
Georgiana Dinu and Marco Baroni
Hybrid Simplification using Deep Semantics and Machine Translation
Shashi Narayan and Claire Gardent
Incremental Joint Extraction of Entity Mentions and Relations
Qi Li and Heng Ji
Inferring User Political Preferences from Streaming Communications
Svitlana Volkova, Glen Coppersmith and Benjamin Van Durme
Information Extraction over Structured Data: Question Answering with Freebase
Xuchen Yao and Benjamin Van Durme
Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning
Alona Fyshe, Partha Pratim Talukdar, Brian Murphy and Tom M Mitchell
Is this a wampimuk? Linking distributional semantics to the world
Angeliki Lazaridou, Elia Bruni and Marco Baroni
Joint POS Tagging and Transition-based Constituent Parsing in Chinese with Non-local Features
Zhiguo Wang and Nianwen Xue
Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar
Jayant Krishnamurthy and Tom Mitchell
Kneser-Ney Smoothing on Expected Counts
Hui Zhang and David Chiang
Knowledge-Based Question Answering as Machine Translation
Junwei Bao, Nan Duan, Ming Zhou and Tiejun Zhao
Language-Aware Truth Assessment of Fact Candidates
Ndapandula Nakashole and Tom M. Mitchell
Lattice Desegmentation for Statistical Machine Translation
Mohammad Salameh, Colin Cherry and Greg Kondrak
Learning Continuous Phrase Representations for Translation Modeling
Jianfeng Gao, Xiaodong He, Scott Wen-tau Yih and Li Deng
Learning Grounded Meaning Representations with Autoencoders
Carina Silberer and Mirella Lapata
Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation
Shixiang Lu
Learning Semantic Hierarchies via Word Embeddings
Ruiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng WANG and Ting Liu
Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification
Duyu Tang, Furu Wei, Nan Yang, Ming Zhou, Bing Qin and Ting Liu
Learning Soft Linear Constraints with Application to Citation Field Extraction
Sam Anzaroot, Alexandre Passos, David Belanger and Andrew McCallum
Learning Structured Perceptrons for Coreference Resolution with Latent Antecendents and Non-local Features
Anders Björkelund and Jonas Kuhn
Learning to Automatically Solve Algebra Word Problems
Nate Kushman, Luke Zettlemoyer, Regina Barzilay and Yoav Artzi
Learning to Predict Distributions of Words Across Domains
Danushka Bollegala, David Weir and John Carroll
Learning Topic Representation for SMT with Neural Networks
Lei Cui, Dongdong Zhang, Shujie Liu, Qiming Chen, Mu Li and Ming Zhou
Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models
Jey Han Lau, Paul Cook, Diana McCarthy, Spandana Gella and Timothy Baldwin
Less Grammar, More Features
David Hall, Greg Durrett and Dan Klein
Lexical Inference over Multi-Word Predicates: A Distributional Approach
Omri Abend, Shay Cohen and Mark Steedman
Linguistic Structured Sparsity in Text Categorization
Dani Yogatama and Noah A. Smith
Logical Inference on Dependency-based Compositional Semantics
Ran Tian, Yusuke Miyao and Takuya Matsuzaki
Looking at Unbalanced Specialized Comparable Corpora for Bilingual Lexicon Extraction
Emmanuel Morin and Amir Hazem
Low-Rank Tensors for Scoring Dependency Structures
Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay and Tommi Jaakkola
Low-Resource Semantic Role Labeling
Matthew R. Gormley, Margaret Mitchell, Benjamin Van Durme and Mark Dredze
Max-Margin Tensor Neural Network for Chinese Word Segmentation
Wenzhe Pei, Tao Ge and Baobao Chang
Medical Relation Extraction With Manifold Models
Chang Wang and James Fan
Metaphor Detection with Cross-Lingual Model Transfer
Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman, Eric Nyberg and Chris Dyer
Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization
Daniele Pighin, Marco Cornolti, Enrique Alfonseca and Katja Filippova
Modelling function words improves unsupervised word segmentation
Mark Johnson, Anne Christophe, Emmanuel Dupoux and Katherine Demuth
Multilingual Models for Compositional Distributed Semantics
Karl Moritz Hermann and Phil Blunsom
Negation Focus Identification with Contextual Discourse Information
Bowei Zou, Guodong Zhou and Qiaoming Zhu
New Word Detection for Sentiment Analysis
Minlie Huang, Borui Ye, Yichen Wang and Xiaoyan Zhu
Nonparametric Learning of Phonological Constraints in Optimality Theory
Gabriel Doyle, Klinton Bicknell and Roger Levy
Online Learning in Tensor Space
Yuan Cao and Sanjeev Khudanpur
Opinion Mining on YouTube
Aliaksei Severyn, Olga Uryupina, Barbara Plank, Alessandro Moschitti and Katja Filippova
Pattern Dictionary of English Prepositions
Ken Litkowski
Perplexity on Reduced Corpora
Hayato Kobayashi
Political Ideology Detection Using Recursive Neural Networks
Mohit Iyyer, Peter Enns, Jordan Boyd-Graber and Philip Resnik
Polylingual Tree-Based Topic Models for Translation Domain Adaptation
Yuening Hu, Ke Zhai, Vladimir Eidelman and Jordan Boyd-Graber
Predicting Instructor‘s Intervention in MOOC forums
Snigdha Chaturvedi, Dan Goldwasser and Hal Daumé III
Predicting the relevance of distributional semantic similarity with contextual information
Clémentine Adam, Philippe Muller and Cécile Fabre
Probabilistic Soft Logic for Semantic Textual Similarity
Islam Beltagy, Katrin Erk and Raymond Mooney
Product Feature Mining: Semantic Clues versus Syntactic Constituents
Liheng Xu, Siwei Lai, Kang Liu and Jun Zhao
Prompt Adherence Measurement in Argumentative Text
Isaac Persing and Vincent Ng
Query-Chain Focused Summarization
Tal Baumel, Michael Elhadad and Raphael Cohen
Recurrent Neural Networks for Word Alignment Model
Akihiro Tamura, Taro Watanabe and Eiichiro Sumita
ReNew: A Semi-Supervised Framework for Generating Domain-Specific Lexicons and Sentiment Analysis
Zhe Zhang and Munindar P. Singh
Representation Learning for Text-level Discourse Parsing
Yangfeng Ji and Jacob Eisenstein
Response-based Learning for Grounded Machine Translation
Stefan Riezler, Patrick Simianer and Carolin Haas
Robust Domain Adaptation for Relation Extraction via Clustering Consistency
Minh Luan Nguyen, Ivor W. Tsang, Kian Ming A. Chai and Hai Leong Chieu
Robust Entity Clustering via Phylogenetic Inference
Nicholas Andrews, Jason Eisner and Mark Dredze
Semantic Frame Identification with Distributed Word Representations
Karl Moritz Hermann, Dipanjan Das, Jason Weston and Kuzman Ganchev
Semantic Parsing via Paraphrasing
Jonathan Berant and Percy Liang
Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech Scoring
Suma Bhat, Huichao Xue and Su-Youn Yoon
Shift-Reduce CCG Parsing with a Dependency Model
Wenduan Xu, Yue Zhang and Stephen Clark
Simple Negation Scope Resolution Through Deep Parsing: A Semantic Solution to a Semantic Problem
Woodley Packard, Emily M. Bender, Jonathon Read, Stephan Oepen and Rebecca Dridan
Single-Agent vs. Multi-Agent Techniques for Concurrent Reinforcement Learning of Negotiation Dialogue Policies
Kallirroi Georgila, Claire Nelson and David Traum
Smart Selection
Patrick Pantel, Michael Gamon and Ariel Fuxman
Sparser, Better, Faster GPU Parsing
David Hall, Taylor Berg-Kirkpatrick and Dan Klein
Spectral Unsupervised Parsing with Additive Tree Metrics
Ankur Parikh, Shay Cohen and Eric Xing
Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees
Yuan Zhang, Tao Lei, Regina Barzilay, Tommi Jaakkola and Amir Globerson
Strategies for Multiword Expression Analysis and Dependency Parsing
Marie Candito and Matthieu Constant
Structured Learning for Taxonomy Induction with Belief Propagation
Mohit Bansal, David Burkett, Gerard de Melo and Dan Klein
Surface Realisation from Knowledge-Bases
Bikash Gyawali and Claire Gardent
Tagging The Web: Building A Robust Web Tagger with Neural Network
Ji Ma, Yue Zhang and Jingbo Zhu
Text-level Discourse Dependency Parsing
Sujian Li, Liang Wang, Ziqiang Cao and Wenjie Li
That’s sick dude!: Automatic identification of word sense change across different timescales
Sunny Mitra, Ritwik Mitra, Martin Riedl, Chris Biemann, Animesh Mukherjee and Pawan Goyal
That‘s Not What I Meant! Using Parsers to Avoid Structural Ambiguities in Generated Text
Manjuan Duan and Michael White
The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter
Chenhao Tan, Lillian Lee and Bo Pang
The Omni-word Feature and Soft Constraint for Chinese Relation Extraction
Yanping Chen, Qinghua Zheng and Wei Zhang
Toward Better Chinese Word Segmentation for SMT via Bilingual Constraints
Xiaodong Zeng, Lidia S. Chao, Derek F. Wong, Isabel Trancoso and Liang Tian
Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features
Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Motoki Sano, Istvan Varga, Jong-Hoon Oh and Yutaka Kidawara
Towards a General Rule for Identifying Deceptive Opinion Spam
Jiwei Li, Myle Ott, Claire Cardie and Edward Hovy
Translation Assistance by Translation of L1 Fragments in an L2 Context
Maarten van Gompel and Antal van den Bosch
Two Heads are Better than One: Crowdsourcing Translation via a Two-Step Non-Professional Collaboration towards Professionals
Rui Yan, Ellie Pavlick and Chris Callison-Burch
Two Is Bigger (and Better) Than One: the Wikipedia Bitaxonomy Project
Daniele Vannella, Tiziano Flati, Tommaso Pasini and Roberto Navigli
Unsupervised Dependency Grammar Induction with Transferring Distribution and Entropy Regularization
Xuezhe Ma and Fei Xia
Unsupervised Morphology-Based Vocabulary Expansion
Mohammad Sadegh Rasooli, Nizar Habash, Owen Rambow and Thomas Lippincot
Unsupervised Solution Post Identification from Discussion Forums
Deepak P and Karthik Visweswariah
Using Discourse Structure Improves Machine Translation Evaluation
Shafiq Joty, Lluís Màrquez, Preslav Nakov and Francisco Guzman
Validating and Extending Semantic Knowledge Bases using Video Games with a Purpose
Daniele Vannella, David Jurgens, Daniele Scarfini, Domenico Toscani and Roberto Navigli
Vector space semantics with frequency-driven motifs
Shashank Srivastava and Eduard Hovy
Weak semantic context helps phonetic learning in a model of infant language acquisition
Stella Frank, Naomi Feldman and Sharon Goldwater
Weakly Supervised User Profile Extraction from Twitter
Jiwei Li, Alan Ritter and Eduard Hovy
Zero-shot Entity Extraction from Web Pages
Panupong Pasupat and Percy Liang