Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
Jian Su, Kevin Duh, Xavier Carreras (Editors)
- Anthology ID:
- D16-1
- Month:
- November
- Year:
- 2016
- Address:
- Austin, Texas
- Venue:
- EMNLP
- SIG:
- SIGDAT
- Publisher:
- Association for Computational Linguistics
- URL:
- https://aclanthology.org/D16-1
- DOI:
- 10.18653/v1/D16-1
- PDF:
- https://aclanthology.org/D16-1.pdf
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
Jian Su
|
Kevin Duh
|
Xavier Carreras
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles
James Cross
|
Liang Huang
Rule Extraction for Tree-to-Tree Transducers by Cost Minimization
Pascual Martínez-Gómez
|
Yusuke Miyao
A Neural Network for Coordination Boundary Prediction
Jessica Ficler
|
Yoav Goldberg
Using Left-corner Parsing to Encode Universal Structural Constraints in Grammar Induction
Hiroshi Noji
|
Yusuke Miyao
|
Mark Johnson
Distinguishing Past, On-going, and Future Events: The EventStatus Corpus
Ruihong Huang
|
Ignacio Cases
|
Dan Jurafsky
|
Cleo Condoravdi
|
Ellen Riloff
Nested Propositions in Open Information Extraction
Nikita Bhutani
|
H. V. Jagadish
|
Dragomir Radev
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification
Yunlun Yang
|
Yunhai Tong
|
Shulei Ma
|
Zhi-Hong Deng
Learning to Recognize Discontiguous Entities
Aldrian Obaja Muis
|
Wei Lu
Modeling Human Reading with Neural Attention
Michael Hahn
|
Frank Keller
Comparing Computational Cognitive Models of Generalization in a Language Acquisition Task
Libby Barak
|
Adele E. Goldberg
|
Suzanne Stevenson
Rationalizing Neural Predictions
Tao Lei
|
Regina Barzilay
|
Tommi Jaakkola
Deep Multi-Task Learning with Shared Memory for Text Classification
Pengfei Liu
|
Xipeng Qiu
|
Xuanjing Huang
Natural Language Comprehension with the EpiReader
Adam Trischler
|
Zheng Ye
|
Xingdi Yuan
|
Philip Bachman
|
Alessandro Sordoni
|
Kaheer Suleman
Creating Causal Embeddings for Question Answering with Minimal Supervision
Rebecca Sharp
|
Mihai Surdeanu
|
Peter Jansen
|
Peter Clark
|
Michael Hammond
Improving Semantic Parsing via Answer Type Inference
Semih Yavuz
|
Izzeddin Gur
|
Yu Su
|
Mudhakar Srivatsa
|
Xifeng Yan
Semantic Parsing to Probabilistic Programs for Situated Question Answering
Jayant Krishnamurthy
|
Oyvind Tafjord
|
Aniruddha Kembhavi
Event participant modelling with neural networks
Ottokar Tilk
|
Vera Demberg
|
Asad Sayeed
|
Dietrich Klakow
|
Stefan Thater
Context-Dependent Sense Embedding
Lin Qiu
|
Kewei Tu
|
Yong Yu
Jointly Embedding Knowledge Graphs and Logical Rules
Shu Guo
|
Quan Wang
|
Lihong Wang
|
Bin Wang
|
Li Guo
Learning Connective-based Word Representations for Implicit Discourse Relation Identification
Chloé Braud
|
Pascal Denis
Aspect Level Sentiment Classification with Deep Memory Network
Duyu Tang
|
Bing Qin
|
Ting Liu
Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets
Lei Shu
|
Bing Liu
|
Hu Xu
|
Annice Kim
Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification
Jianfei Yu
|
Jing Jiang
Attention-based LSTM Network for Cross-Lingual Sentiment Classification
Xinjie Zhou
|
Xiaojun Wan
|
Jianguo Xiao
Neural versus Phrase-Based Machine Translation Quality: a Case Study
Luisa Bentivogli
|
Arianna Bisazza
|
Mauro Cettolo
|
Marcello Federico
Zero-Resource Translation with Multi-Lingual Neural Machine Translation
Orhan Firat
|
Baskaran Sankaran
|
Yaser Al-onaizan
|
Fatos T. Yarman Vural
|
Kyunghyun Cho
Memory-enhanced Decoder for Neural Machine Translation
Mingxuan Wang
|
Zhengdong Lu
|
Hang Li
|
Qun Liu
Semi-Supervised Learning of Sequence Models with Method of Moments
Zita Marinho
|
André F. T. Martins
|
Shay B. Cohen
|
Noah A. Smith
Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems
Shyam Upadhyay
|
Ming-Wei Chang
|
Kai-Wei Chang
|
Wen-tau Yih
TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter
Jeniya Tabassum
|
Alan Ritter
|
Wei Xu
Language as a Latent Variable: Discrete Generative Models for Sentence Compression
Yishu Miao
|
Phil Blunsom
Globally Coherent Text Generation with Neural Checklist Models
Chloé Kiddon
|
Luke Zettlemoyer
|
Yejin Choi
A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs
Kristina Toutanova
|
Chris Brockett
|
Ke M. Tran
|
Saleema Amershi
PaCCSS-IT: A Parallel Corpus of Complex-Simple Sentences for Automatic Text Simplification
Dominique Brunato
|
Andrea Cimino
|
Felice Dell’Orletta
|
Giulia Venturi
Discourse Parsing with Attention-based Hierarchical Neural Networks
Qi Li
|
Tianshi Li
|
Baobao Chang
Multi-view Response Selection for Human-Computer Conversation
Xiangyang Zhou
|
Daxiang Dong
|
Hua Wu
|
Shiqi Zhao
|
Dianhai Yu
|
Hao Tian
|
Xuan Liu
|
Rui Yan
Variational Neural Discourse Relation Recognizer
Biao Zhang
|
Deyi Xiong
|
Jinsong Su
|
Qun Liu
|
Rongrong Ji
|
Hong Duan
|
Min Zhang
Event Detection and Co-reference with Minimal Supervision
Haoruo Peng
|
Yangqiu Song
|
Dan Roth
Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network
Anh Tuan Luu
|
Yi Tay
|
Siu Cheung Hui
|
See Kiong Ng
Relation Schema Induction using Tensor Factorization with Side Information
Madhav Nimishakavi
|
Uday Singh Saini
|
Partha Talukdar
Supervised Distributional Hypernym Discovery via Domain Adaptation
Luis Espinosa-Anke
|
Jose Camacho-Collados
|
Claudio Delli Bovi
|
Horacio Saggion
Latent Tree Language Model
Tomáš Brychcín
Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics
Douwe Kiela
|
Anita Lilla Verő
|
Stephen Clark
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
Akira Fukui
|
Dong Huk Park
|
Daylen Yang
|
Anna Rohrbach
|
Trevor Darrell
|
Marcus Rohrbach
The Structured Weighted Violations Perceptron Algorithm
Rotem Dror
|
Roi Reichart
How Transferable are Neural Networks in NLP Applications?
Lili Mou
|
Zhao Meng
|
Rui Yan
|
Ge Li
|
Yan Xu
|
Lu Zhang
|
Zhi Jin
Morphological Priors for Probabilistic Neural Word Embeddings
Parminder Bhatia
|
Robert Guthrie
|
Jacob Eisenstein
Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation
Wenbin Jiang
|
Wen Zhang
|
Jinan Xu
|
Rangjia Cai
IRT-based Aggregation Model of Crowdsourced Pairwise Comparison for Evaluating Machine Translations
Naoki Otani
|
Toshiaki Nakazawa
|
Daisuke Kawahara
|
Sadao Kurohashi
Variational Neural Machine Translation
Biao Zhang
|
Deyi Xiong
|
Jinsong Su
|
Hong Duan
|
Min Zhang
Towards a Convex HMM Surrogate for Word Alignment
Andrei Simion
|
Michael Collins
|
Cliff Stein
Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding
Huazheng Wang
|
Fei Tian
|
Bin Gao
|
Chengjieren Zhu
|
Jiang Bian
|
Tie-Yan Liu
Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng
|
Li Dong
|
Mirella Lapata
On Generating Characteristic-rich Question Sets for QA Evaluation
Yu Su
|
Huan Sun
|
Brian Sadler
|
Mudhakar Srivatsa
|
Izzeddin Gür
|
Zenghui Yan
|
Xifeng Yan
Learning to Translate for Multilingual Question Answering
Ferhan Ture
|
Elizabeth Boschee
A Semiparametric Model for Bayesian Reader Identification
Ahmed Abdelwahab
|
Reinhold Kliegl
|
Niels Landwehr
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
William L. Hamilton
|
Kevin Clark
|
Jure Leskovec
|
Dan Jurafsky
Attention-based LSTM for Aspect-level Sentiment Classification
Yequan Wang
|
Minlie Huang
|
Xiaoyan Zhu
|
Li Zhao
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
Wenya Wang
|
Sinno Jialin Pan
|
Daniel Dahlmeier
|
Xiaokui Xiao
Extracting Aspect Specific Opinion Expressions
Abhishek Laddha
|
Arjun Mukherjee
Emotion Distribution Learning from Texts
Deyu Zhou
|
Xuan Zhang
|
Yin Zhou
|
Quan Zhao
|
Xin Geng
Building an Evaluation Scale using Item Response Theory
John P. Lalor
|
Hao Wu
|
Hong Yu
WordRank: Learning Word Embeddings via Robust Ranking
Shihao Ji
|
Hyokun Yun
|
Pinar Yanardag
|
Shin Matsushima
|
S. V. N. Vishwanathan
Exploring Semantic Representation in Brain Activity Using Word Embeddings
Yu-Ping Ruan
|
Zhen-Hua Ling
|
Yu Hu
AMR Parsing with an Incremental Joint Model
Junsheng Zhou
|
Feiyu Xu
|
Hans Uszkoreit
|
Weiguang Qu
|
Ran Li
|
Yanhui Gu
Identifying Dogmatism in Social Media: Signals and Models
Ethan Fast
|
Eric Horvitz
Enhanced Personalized Search using Social Data
Dong Zhou
|
Séamus Lawless
|
Xuan Wu
|
Wenyu Zhao
|
Jianxun Liu
Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing
Ilan Tchernowitz
|
Liron Yedidsion
|
Roi Reichart
Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary
Qi Zhang
|
Jin Qian
|
Ya Guo
|
Yaqian Zhou
|
Xuanjing Huang
Neural Network for Heterogeneous Annotations
Hongshen Chen
|
Yue Zhang
|
Qun Liu
LAMB: A Good Shepherd of Morphologically Rich Languages
Sebastian Ebert
|
Thomas Müller
|
Hinrich Schütze
Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning
Zhenghua Li
|
Jiayuan Chao
|
Min Zhang
|
Jiwen Yang
Unsupervised Neural Dependency Parsing
Yong Jiang
|
Wenjuan Han
|
Kewei Tu
Generating Coherent Summaries of Scientific Articles Using Coherence Patterns
Daraksha Parveen
|
Mohsen Mesgar
|
Michael Strube
News Stream Summarization using Burst Information Networks
Tao Ge
|
Lei Cui
|
Baobao Chang
|
Sujian Li
|
Ming Zhou
|
Zhifang Sui
Rationale-Augmented Convolutional Neural Networks for Text Classification
Ye Zhang
|
Iain Marshall
|
Byron C. Wallace
Transferring User Interests Across Websites with Unstructured Text for Cold-Start Recommendation
Yu-Yang Huang
|
Shou-De Lin
Speculation and Negation Scope Detection via Convolutional Neural Networks
Zhong Qian
|
Peifeng Li
|
Qiaoming Zhu
|
Guodong Zhou
|
Zhunchen Luo
|
Wei Luo
Analyzing Linguistic Knowledge in Sequential Model of Sentence
Peng Qian
|
Xipeng Qiu
|
Xuanjing Huang
Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter
Qi Zhang
|
Yang Wang
|
Yeyun Gong
|
Xuanjing Huang
Solving and Generating Chinese Character Riddles
Chuanqi Tan
|
Furu Wei
|
Li Dong
|
Weifeng Lv
|
Ming Zhou
Structured prediction models for RNN based sequence labeling in clinical text
Abhyuday Jagannatha
|
Hong Yu
Learning to Represent Review with Tensor Decomposition for Spam Detection
Xuepeng Wang
|
Kang Liu
|
Shizhu He
|
Jun Zhao
Stance Detection with Bidirectional Conditional Encoding
Isabelle Augenstein
|
Tim Rocktäschel
|
Andreas Vlachos
|
Kalina Bontcheva
Modeling Skip-Grams for Event Detection with Convolutional Neural Networks
Thien Huu Nguyen
|
Ralph Grishman
Porting an Open Information Extraction System from English to German
Tobias Falke
|
Gabriel Stanovsky
|
Iryna Gurevych
|
Ido Dagan
Named Entity Recognition for Novel Types by Transfer Learning
Lizhen Qu
|
Gabriela Ferraro
|
Liyuan Zhou
|
Weiwei Hou
|
Timothy Baldwin
Extracting Subevents via an Effective Two-phase Approach
Allison Badgett
|
Ruihong Huang
Gaussian Visual-Linguistic Embedding for Zero-Shot Recognition
Tanmoy Mukherjee
|
Timothy Hospedales
Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions
Arijit Ray
|
Gordon Christie
|
Mohit Bansal
|
Dhruv Batra
|
Devi Parikh
Sort Story: Sorting Jumbled Images and Captions into Stories
Harsh Agrawal
|
Arjun Chandrasekaran
|
Dhruv Batra
|
Devi Parikh
|
Mohit Bansal
Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions?
Abhishek Das
|
Harsh Agrawal
|
Larry Zitnick
|
Devi Parikh
|
Dhruv Batra
Recurrent Residual Learning for Sequence Classification
Yiren Wang
|
Fei Tian
Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling
Ehsan Shareghi
|
Trevor Cohn
|
Gholamreza Haffari
A General Regularization Framework for Domain Adaptation
Wei Lu
|
Hai Leong Chieu
|
Jonathan Löfgren
Coverage Embedding Models for Neural Machine Translation
Haitao Mi
|
Baskaran Sankaran
|
Zhiguo Wang
|
Abe Ittycheriah
Neural Morphological Analysis: Encoding-Decoding Canonical Segments
Katharina Kann
|
Ryan Cotterell
|
Hinrich Schütze
Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network
Peng Shi
|
Zhiyang Teng
|
Yue Zhang
The Effects of Data Size and Frequency Range on Distributional Semantic Models
Magnus Sahlgren
|
Alessandro Lenci
Multi-Granularity Chinese Word Embedding
Rongchao Yin
|
Quan Wang
|
Peng Li
|
Rui Li
|
Bin Wang
Numerically Grounded Language Models for Semantic Error Correction
Georgios Spithourakis
|
Isabelle Augenstein
|
Sebastian Riedel
Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages
Alan Akbik
|
Vishwajeet Kumar
|
Yunyao Li
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Sebastian Ruder
|
Parsa Ghaffari
|
John G. Breslin
Are Word Embedding-based Features Useful for Sarcasm Detection?
Aditya Joshi
|
Vaibhav Tripathi
|
Kevin Patel
|
Pushpak Bhattacharyya
|
Mark Carman
Weakly Supervised Tweet Stance Classification by Relational Bootstrapping
Javid Ebrahimi
|
Dejing Dou
|
Daniel Lowd
The Gun Violence Database: A new task and data set for NLP
Ellie Pavlick
|
Heng Ji
|
Xiaoman Pan
|
Chris Callison-Burch
Fluency detection on communication networks
Tom Lippincott
|
Benjamin Van Durme
Characterizing the Language of Online Communities and its Relation to Community Reception
Trang Tran
|
Mari Ostendorf
Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition Texts
Masashi Yoshikawa
|
Hiroyuki Shindo
|
Yuji Matsumoto
Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems
Dario Bertero
|
Farhad Bin Siddique
|
Chien-Sheng Wu
|
Yan Wan
|
Ricky Ho Yin Chan
|
Pascale Fung
A Neural Network Architecture for Multilingual Punctuation Generation
Miguel Ballesteros
|
Leo Wanner
Neural Headline Generation on Abstract Meaning Representation
Sho Takase
|
Jun Suzuki
|
Naoaki Okazaki
|
Tsutomu Hirao
|
Masaaki Nagata
Robust Gram Embeddings
Taygun Kekeç
|
David M. J. Tax
SimpleScience: Lexical Simplification of Scientific Terminology
Yea-Seul Kim
|
Jessica Hullman
|
Matthew Burgess
|
Eytan Adar
Automatic Features for Essay Scoring – An Empirical Study
Fei Dong
|
Yue Zhang
Semantic Parsing with Semi-Supervised Sequential Autoencoders
Tomáš Kočiský
|
Gábor Melis
|
Edward Grefenstette
|
Chris Dyer
|
Wang Ling
|
Phil Blunsom
|
Karl Moritz Hermann
Equation Parsing : Mapping Sentences to Grounded Equations
Subhro Roy
|
Shyam Upadhyay
|
Dan Roth
Automatic Extraction of Implicit Interpretations from Modal Constructions
Jordan Sanders
|
Eduardo Blanco
Understanding Negation in Positive Terms Using Syntactic Dependencies
Zahra Sarabi
|
Eduardo Blanco
Demographic Dialectal Variation in Social Media: A Case Study of African-American English
Su Lin Blodgett
|
Lisa Green
|
Brendan O’Connor
Understanding Language Preference for Expression of Opinion and Sentiment: What do Hindi-English Speakers do on Twitter?
Koustav Rudra
|
Shruti Rijhwani
|
Rafiya Begum
|
Kalika Bali
|
Monojit Choudhury
|
Niloy Ganguly
Detecting and Characterizing Events
Allison Chaney
|
Hanna Wallach
|
Matthew Connelly
|
David Blei
Convolutional Neural Network Language Models
Ngoc-Quan Pham
|
German Kruszewski
|
Gemma Boleda
Generalizing and Hybridizing Count-based and Neural Language Models
Graham Neubig
|
Chris Dyer
Reasoning about Pragmatics with Neural Listeners and Speakers
Jacob Andreas
|
Dan Klein
Generating Topical Poetry
Marjan Ghazvininejad
|
Xing Shi
|
Yejin Choi
|
Kevin Knight
Deep Reinforcement Learning for Dialogue Generation
Jiwei Li
|
Will Monroe
|
Alan Ritter
|
Dan Jurafsky
|
Michel Galley
|
Jianfeng Gao
Neural Text Generation from Structured Data with Application to the Biography Domain
Rémi Lebret
|
David Grangier
|
Michael Auli
What makes a convincing argument? Empirical analysis and detecting attributes of convincingness in Web argumentation
Ivan Habernal
|
Iryna Gurevych
Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention
Yang Liu
|
Sujian Li
Antecedent Selection for Sluicing: Structure and Content
Pranav Anand
|
Daniel Hardt
Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network
Ryu Iida
|
Kentaro Torisawa
|
Jong-Hoon Oh
|
Canasai Kruengkrai
|
Julien Kloetzer
An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages
Antonios Anastasopoulos
|
David Chiang
|
Long Duong
HUME: Human UCCA-Based Evaluation of Machine Translation
Alexandra Birch
|
Omri Abend
|
Ondřej Bojar
|
Barry Haddow
Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping
Jian Ni
|
Radu Florian
Learning Crosslingual Word Embeddings without Bilingual Corpora
Long Duong
|
Hiroshi Kanayama
|
Tengfei Ma
|
Steven Bird
|
Trevor Cohn
Sequence-to-Sequence Learning as Beam-Search Optimization
Sam Wiseman
|
Alexander M. Rush
Online Segment to Segment Neural Transduction
Lei Yu
|
Jan Buys
|
Phil Blunsom
Sequence-Level Knowledge Distillation
Yoon Kim
|
Alexander M. Rush
Controlling Output Length in Neural Encoder-Decoders
Yuta Kikuchi
|
Graham Neubig
|
Ryohei Sasano
|
Hiroya Takamura
|
Manabu Okumura
Poet Admits // Mute Cypher: Beam Search to find Mutually Enciphering Poetic Texts
Cole Peterson
|
Alona Fyshe
All Fingers are not Equal: Intensity of References in Scientific Articles
Tanmoy Chakraborty
|
Ramasuri Narayanam
Improving Users’ Demographic Prediction via the Videos They Talk about
Yuan Wang
|
Yang Xiao
|
Chao Ma
|
Zhen Xiao
AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding
Xiang Ren
|
Wenqi He
|
Meng Qu
|
Lifu Huang
|
Heng Ji
|
Jiawei Han
Mining Inference Formulas by Goal-Directed Random Walks
Zhuoyu Wei
|
Jun Zhao
|
Kang Liu
Lifted Rule Injection for Relation Embeddings
Thomas Demeester
|
Tim Rocktäschel
|
Sebastian Riedel
Key-Value Memory Networks for Directly Reading Documents
Alexander Miller
|
Adam Fisch
|
Jesse Dodge
|
Amir-Hossein Karimi
|
Antoine Bordes
|
Jason Weston
Analyzing Framing through the Casts of Characters in the News
Dallas Card
|
Justin Gross
|
Amber Boydstun
|
Noah A. Smith
The Teams Corpus and Entrainment in Multi-Party Spoken Dialogues
Diane Litman
|
Susannah Paletz
|
Zahra Rahimi
|
Stefani Allegretti
|
Caitlin Rice
Personalized Emphasis Framing for Persuasive Message Generation
Tao Ding
|
Shimei Pan
Cross Sentence Inference for Process Knowledge
Samuel Louvan
|
Chetan Naik
|
Sadhana Kumaravel
|
Heeyoung Kwon
|
Niranjan Balasubramanian
|
Peter Clark
Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities
Yi Yang
|
Ming-Wei Chang
|
Jacob Eisenstein
Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings
Akash Bharadwaj
|
David Mortensen
|
Chris Dyer
|
Jaime Carbonell
Long-Short Range Context Neural Networks for Language Modeling
Youssef Oualil
|
Mittul Singh
|
Clayton Greenberg
|
Dietrich Klakow
Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration
Changsong Liu
|
Shaohua Yang
|
Sari Saba-Sadiya
|
Nishant Shukla
|
Yunzhong He
|
Song-Chun Zhu
|
Joyce Chai
Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes
Gordon Christie
|
Ankit Laddha
|
Aishwarya Agrawal
|
Stanislaw Antol
|
Yash Goyal
|
Kevin Kochersberger
|
Dhruv Batra
Charagram: Embedding Words and Sentences via Character n-grams
John Wieting
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
Length bias in Encoder Decoder Models and a Case for Global Conditioning
Pavel Sountsov
|
Sunita Sarawagi
Does String-Based Neural MT Learn Source Syntax?
Xing Shi
|
Inkit Padhi
|
Kevin Knight
Exploiting Source-side Monolingual Data in Neural Machine Translation
Jiajun Zhang
|
Chengqing Zong
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction
Marcin Junczys-Dowmunt
|
Roman Grundkiewicz
Incorporating Discrete Translation Lexicons into Neural Machine Translation
Philip Arthur
|
Graham Neubig
|
Satoshi Nakamura
Transfer Learning for Low-Resource Neural Machine Translation
Barret Zoph
|
Deniz Yuret
|
Jonathan May
|
Kevin Knight
MixKMeans: Clustering Question-Answer Archives
Deepak P
It Takes Three to Tango: Triangulation Approach to Answer Ranking in Community Question Answering
Preslav Nakov
|
Lluís Màrquez
|
Francisco Guzmán
Character-Level Question Answering with Attention
Xiaodong He
|
David Golub
Learning to Generate Textual Data
Guillaume Bouchard
|
Pontus Stenetorp
|
Sebastian Riedel
A Theme-Rewriting Approach for Generating Algebra Word Problems
Rik Koncel-Kedziorski
|
Ioannis Konstas
|
Luke Zettlemoyer
|
Hannaneh Hajishirzi
Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Zhiyang Teng
|
Duy-Tin Vo
|
Yue Zhang
Event-Driven Emotion Cause Extraction with Corpus Construction
Lin Gui
|
Dongyin Wu
|
Ruifeng Xu
|
Qin Lu
|
Yu Zhou
Neural Sentiment Classification with User and Product Attention
Huimin Chen
|
Maosong Sun
|
Cunchao Tu
|
Yankai Lin
|
Zhiyuan Liu
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification
Jiacheng Xu
|
Danlu Chen
|
Xipeng Qiu
|
Xuanjing Huang
Deep Neural Networks with Massive Learned Knowledge
Zhiting Hu
|
Zichao Yang
|
Ruslan Salakhutdinov
|
Eric Xing
De-Conflated Semantic Representations
Mohammad Taher Pilehvar
|
Nigel Collier
Improving Sparse Word Representations with Distributional Inference for Semantic Composition
Thomas Kober
|
Julie Weeds
|
Jeremy Reffin
|
David Weir
Modelling Interaction of Sentence Pair with Coupled-LSTMs
Pengfei Liu
|
Xipeng Qiu
|
Yaqian Zhou
|
Jifan Chen
|
Xuanjing Huang
Universal Decompositional Semantics on Universal Dependencies
Aaron Steven White
|
Drew Reisinger
|
Keisuke Sakaguchi
|
Tim Vieira
|
Sheng Zhang
|
Rachel Rudinger
|
Kyle Rawlins
|
Benjamin Van Durme
Friends with Motives: Using Text to Infer Influence on SCOTUS
Yanchuan Sim
|
Bryan Routledge
|
Noah A. Smith
Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused Algorithms
Kian Kenyon-Dean
|
Jackie Chi Kit Cheung
|
Doina Precup
Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser
Adhiguna Kuncoro
|
Miguel Ballesteros
|
Lingpeng Kong
|
Chris Dyer
|
Noah A. Smith
LSTM Shift-Reduce CCG Parsing
Wenduan Xu
An Evaluation of Parser Robustness for Ungrammatical Sentences
Homa B. Hashemi
|
Rebecca Hwa
Neural Shift-Reduce CCG Semantic Parsing
Dipendra Kumar Misra
|
Yoav Artzi
Syntactic Parsing of Web Queries
Xiangyan Sun
|
Haixun Wang
|
Yanghua Xiao
|
Zhongyuan Wang
Unsupervised Text Recap Extraction for TV Series
Hongliang Yu
|
Shikun Zhang
|
Louis-Philippe Morency
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements
Markus Dollmann
|
Michaela Geierhos
Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data
Zhen Hai
|
Peilin Zhao
|
Peng Cheng
|
Peng Yang
|
Xiao-Li Li
|
Guangxia Li
Regularizing Text Categorization with Clusters of Words
Konstantinos Skianis
|
François Rousseau
|
Michalis Vazirgiannis
Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads
Ji He
|
Mari Ostendorf
|
Xiaodong He
|
Jianshu Chen
|
Jianfeng Gao
|
Lihong Li
|
Li Deng
Non-Literal Text Reuse in Historical Texts: An Approach to Identify Reuse Transformations and its Application to Bible Reuse
Maria Moritz
|
Andreas Wiederhold
|
Barbara Pavlek
|
Yuri Bizzoni
|
Marco Büchler
A Graph Degeneracy-based Approach to Keyword Extraction
Antoine Tixier
|
Fragkiskos Malliaros
|
Michalis Vazirgiannis
Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context
Elliot Schumacher
|
Maxine Eskenazi
|
Gwen Frishkoff
|
Kevyn Collins-Thompson
A Neural Approach to Automated Essay Scoring
Kaveh Taghipour
|
Hwee Tou Ng
Non-uniform Language Detection in Technical Writing
Weibo Wang
|
Abidalrahman Moh’d
|
Aminul Islam
|
Axel Soto
|
Evangelos Milios
Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models
Shamil Chollampatt
|
Duc Tam Hoang
|
Hwee Tou Ng
Orthographic Syllable as basic unit for SMT between Related Languages
Anoop Kunchukuttan
|
Pushpak Bhattacharyya
Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge
Nicholas Locascio
|
Karthik Narasimhan
|
Eduardo DeLeon
|
Nate Kushman
|
Regina Barzilay
Supervised Keyphrase Extraction as Positive Unlabeled Learning
Lucas Sterckx
|
Cornelia Caragea
|
Thomas Demeester
|
Chris Develder
Learning to Answer Questions from Wikipedia Infoboxes
Alvaro Morales
|
Varot Premtoon
|
Cordelia Avery
|
Sue Felshin
|
Boris Katz
Timeline extraction using distant supervision and joint inference
Savelie Cornegruta
|
Andreas Vlachos
Combining Supervised and Unsupervised Enembles for Knowledge Base Population
Nazneen Fatema Rajani
|
Raymond Mooney
Character Sequence Models for Colorful Words
Kazuya Kawakami
|
Chris Dyer
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Bryan Routledge
|
Noah A. Smith
Analyzing the Behavior of Visual Question Answering Models
Aishwarya Agrawal
|
Dhruv Batra
|
Devi Parikh
Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text
Subhashini Venugopalan
|
Lisa Anne Hendricks
|
Raymond Mooney
|
Kate Saenko
Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity
Emmanuele Chersoni
|
Enrico Santus
|
Alessandro Lenci
|
Philippe Blache
|
Chu-Ren Huang
Speed-Accuracy Tradeoffs in Tagging with Variable-Order CRFs and Structured Sparsity
Tim Vieira
|
Ryan Cotterell
|
Jason Eisner
Learning Robust Representations of Text
Yitong Li
|
Trevor Cohn
|
Timothy Baldwin
Modified Dirichlet Distribution: Allowing Negative Parameters to Induce Stronger Sparsity
Kewei Tu
Gated Word-Character Recurrent Language Model
Yasumasa Miyamoto
|
Kyunghyun Cho
Unsupervised Word Alignment by Agreement Under ITG Constraint
Hidetaka Kamigaito
|
Akihiro Tamura
|
Hiroya Takamura
|
Manabu Okumura
|
Eiichiro Sumita
Training with Exploration Improves a Greedy Stack LSTM Parser
Miguel Ballesteros
|
Yoav Goldberg
|
Chris Dyer
|
Noah A. Smith
Capturing Argument Relationship for Chinese Semantic Role Labeling
Lei Sha
|
Sujian Li
|
Baobao Chang
|
Zhifang Sui
|
Tingsong Jiang
BrainBench: A Brain-Image Test Suite for Distributional Semantic Models
Haoyan Xu
|
Brian Murphy
|
Alona Fyshe
Evaluating Induced CCG Parsers on Grounded Semantic Parsing
Yonatan Bisk
|
Siva Reddy
|
John Blitzer
|
Julia Hockenmaier
|
Mark Steedman
Vector-space models for PPDB paraphrase ranking in context
Marianna Apidianaki
Interpreting Neural Networks to Improve Politeness Comprehension
Malika Aubakirova
|
Mohit Bansal
Does ‘well-being’ translate on Twitter?
Laura Smith
|
Salvatore Giorgi
|
Rishi Solanki
|
Johannes Eichstaedt
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H. Andrew Schwartz
|
Muhammad Abdul-Mageed
|
Anneke Buffone
|
Lyle Ungar
Beyond Canonical Texts: A Computational Analysis of Fanfiction
Smitha Milli
|
David Bamman
Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference
Masoud Rouhizadeh
|
Lyle Ungar
|
Anneke Buffone
|
H Andrew Schwartz
Learning to Identify Metaphors from a Corpus of Proverbs
Gözde Özbal
|
Carlo Strapparava
|
Serra Sinem Tekiroğlu
|
Daniele Pighin
An Embedding Model for Predicting Roll-Call Votes
Peter Kraft
|
Hirsh Jain
|
Alexander M. Rush
Natural Language Model Re-usability for Scaling to Different Domains
Young-Bum Kim
|
Alexandre Rochette
|
Ruhi Sarikaya
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling
Gakuto Kurata
|
Bing Xiang
|
Bowen Zhou
|
Mo Yu
AMR-to-text generation as a Traveling Salesman Problem
Linfeng Song
|
Yue Zhang
|
Xiaochang Peng
|
Zhiguo Wang
|
Daniel Gildea
Learning to Capitalize with Character-Level Recurrent Neural Networks: An Empirical Study
Raymond Hendy Susanto
|
Hai Leong Chieu
|
Wei Lu
The Effects of the Content of FOMC Communications on US Treasury Rates
Christopher Rohlfs
|
Sunandan Chakraborty
|
Lakshminarayanan Subramanian
Learning to refine text based recommendations
Youyang Gu
|
Tao Lei
|
Regina Barzilay
|
Tommi Jaakkola
There’s No Comparison: Reference-less Evaluation Metrics in Grammatical Error Correction
Courtney Napoles
|
Keisuke Sakaguchi
|
Joel Tetreault
Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change
William L. Hamilton
|
Jure Leskovec
|
Dan Jurafsky
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation
Chia-Wei Liu
|
Ryan Lowe
|
Iulian Serban
|
Mike Noseworthy
|
Laurent Charlin
|
Joelle Pineau
Addressee and Response Selection for Multi-Party Conversation
Hiroki Ouchi
|
Yuta Tsuboi
Nonparametric Bayesian Models for Spoken Language Understanding
Kei Wakabayashi
|
Johane Takeuchi
|
Kotaro Funakoshi
|
Mikio Nakano
Conditional Generation and Snapshot Learning in Neural Dialogue Systems
Tsung-Hsien Wen
|
Milica Gašić
|
Nikola Mrkšić
|
Lina M. Rojas-Barahona
|
Pei-Hao Su
|
Stefan Ultes
|
David Vandyke
|
Steve Young
Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment
Stephen Roller
|
Katrin Erk
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
Daniela Gerz
|
Ivan Vulić
|
Felix Hill
|
Roi Reichart
|
Anna Korhonen
POLY: Mining Relational Paraphrases from Multilingual Sentences
Adam Grycner
|
Gerhard Weikum
Exploiting Sentence Similarities for Better Alignments
Tao Li
|
Vivek Srikumar
Bi-directional Attention with Agreement for Dependency Parsing
Hao Cheng
|
Hao Fang
|
Xiaodong He
|
Jianfeng Gao
|
Li Deng
Anchoring and Agreement in Syntactic Annotations
Yevgeni Berzak
|
Yan Huang
|
Andrei Barbu
|
Anna Korhonen
|
Boris Katz
Tense Manages to Predict Implicative Behavior in Verbs
Ellie Pavlick
|
Chris Callison-Burch
Who did What: A Large-Scale Person-Centered Cloze Dataset
Takeshi Onishi
|
Hai Wang
|
Mohit Bansal
|
Kevin Gimpel
|
David McAllester
Building compositional semantics and higher-order inference system for a wide-coverage Japanese CCG parser
Koji Mineshima
|
Ribeka Tanaka
|
Pascual Martínez-Gómez
|
Yusuke Miyao
|
Daisuke Bekki
Learning to Generate Compositional Color Descriptions
Will Monroe
|
Noah D. Goodman
|
Christopher Potts
A Decomposable Attention Model for Natural Language Inference
Ankur Parikh
|
Oscar Täckström
|
Dipanjan Das
|
Jakob Uszkoreit
Deep Reinforcement Learning for Mention-Ranking Coreference Models
Kevin Clark
|
Christopher D. Manning
A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification
Lianhui Qin
|
Zhisong Zhang
|
Hai Zhao
Insertion Position Selection Model for Flexible Non-Terminals in Dependency Tree-to-Tree Machine Translation
Toshiaki Nakazawa
|
John Richardson
|
Sadao Kurohashi
Why Neural Translations are the Right Length
Xing Shi
|
Kevin Knight
|
Deniz Yuret
Supervised Attentions for Neural Machine Translation
Haitao Mi
|
Zhiguo Wang
|
Abe Ittycheriah
Learning principled bilingual mappings of word embeddings while preserving monolingual invariance
Mikel Artetxe
|
Gorka Labaka
|
Eneko Agirre
Measuring the behavioral impact of machine translation quality improvements with A/B testing
Ben Russell
|
Duncan Gillespie
Creating a Large Benchmark for Open Information Extraction
Gabriel Stanovsky
|
Ido Dagan
Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition
Changxing Wu
|
Xiaodong Shi
|
Yidong Chen
|
Yanzhou Huang
|
Jinsong Su
Transition-Based Dependency Parsing with Heuristic Backtracking
Jacob Buckman
|
Miguel Ballesteros
|
Chris Dyer
Word Ordering Without Syntax
Allen Schmaltz
|
Alexander M. Rush
|
Stuart Shieber
Morphological Segmentation Inside-Out
Ryan Cotterell
|
Arun Kumar
|
Hinrich Schütze
Parsing as Language Modeling
Do Kook Choe
|
Eugene Charniak
Human-in-the-Loop Parsing
Luheng He
|
Julian Michael
|
Mike Lewis
|
Luke Zettlemoyer
Unsupervised Timeline Generation for Wikipedia History Articles
Sandro Bauer
|
Simone Teufel
Encoding Temporal Information for Time-Aware Link Prediction
Tingsong Jiang
|
Tianyu Liu
|
Tao Ge
|
Lei Sha
|
Sujian Li
|
Baobao Chang
|
Zhifang Sui
Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning
Karthik Narasimhan
|
Adam Yala
|
Regina Barzilay
Global Neural CCG Parsing with Optimality Guarantees
Kenton Lee
|
Mike Lewis
|
Luke Zettlemoyer
Learning a Lexicon and Translation Model from Phoneme Lattices
Oliver Adams
|
Graham Neubig
|
Trevor Cohn
|
Steven Bird
|
Quoc Truong Do
|
Satoshi Nakamura
SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar
|
Jian Zhang
|
Konstantin Lopyrev
|
Percy Liang