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
- Event:
- Conference on Empirical Methods in Natural Language Processing (2016)
- SIG:
- SIGDAT
- Publisher:
- Association for Computational Linguistics
- URL:
- https://preview.aclanthology.org/switch-docopt-to-docopt-ng/D16-1/
- DOI:
- 10.18653/v1/D16-1
- PDF:
- https://preview.aclanthology.org/switch-docopt-to-docopt-ng/D16-1.pdf
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing
Jian Su | Kevin Duh | Xavier Carreras
Jian Su | Kevin Duh | Xavier Carreras
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles
James Cross | Liang Huang
James Cross | Liang Huang
Rule Extraction for Tree-to-Tree Transducers by Cost Minimization
Pascual Martínez-Gómez | Yusuke Miyao
Pascual Martínez-Gómez | Yusuke Miyao
Using Left-corner Parsing to Encode Universal Structural Constraints in Grammar Induction
Hiroshi Noji | Yusuke Miyao | Mark Johnson
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
Ruihong Huang | Ignacio Cases | Dan Jurafsky | Cleo Condoravdi | Ellen Riloff
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification
Yunlun Yang | Yunhai Tong | Shulei Ma | Zhi-Hong Deng
Yunlun Yang | Yunhai Tong | Shulei Ma | Zhi-Hong Deng
Comparing Computational Cognitive Models of Generalization in a Language Acquisition Task
Libby Barak | Adele E. Goldberg | Suzanne Stevenson
Libby Barak | Adele E. Goldberg | Suzanne Stevenson
Deep Multi-Task Learning with Shared Memory for Text Classification
Pengfei Liu | Xipeng Qiu | Xuanjing Huang
Pengfei Liu | Xipeng Qiu | Xuanjing Huang
Natural Language Comprehension with the EpiReader
Adam Trischler | Zheng Ye | Xingdi Yuan | Philip Bachman | Alessandro Sordoni | Kaheer Suleman
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
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
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
Jayant Krishnamurthy | Oyvind Tafjord | Aniruddha Kembhavi
Event participant modelling with neural networks
Ottokar Tilk | Vera Demberg | Asad Sayeed | Dietrich Klakow | Stefan Thater
Ottokar Tilk | Vera Demberg | Asad Sayeed | Dietrich Klakow | Stefan Thater
Jointly Embedding Knowledge Graphs and Logical Rules
Shu Guo | Quan Wang | Lihong Wang | Bin Wang | Li Guo
Shu Guo | Quan Wang | Lihong Wang | Bin Wang | Li Guo
Learning Connective-based Word Representations for Implicit Discourse Relation Identification
Chloé Braud | Pascal Denis
Chloé Braud | Pascal Denis
Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets
Lei Shu | Bing Liu | Hu Xu | Annice Kim
Lei Shu | Bing Liu | Hu Xu | Annice Kim
Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification
Jianfei Yu | Jing Jiang
Jianfei Yu | Jing Jiang
Attention-based LSTM Network for Cross-Lingual Sentiment Classification
Xinjie Zhou | Xiaojun Wan | Jianguo Xiao
Xinjie Zhou | Xiaojun Wan | Jianguo Xiao
Neural versus Phrase-Based Machine Translation Quality: a Case Study
Luisa Bentivogli | Arianna Bisazza | Mauro Cettolo | Marcello Federico
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
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
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
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
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
Jeniya Tabassum | Alan Ritter | Wei Xu
Language as a Latent Variable: Discrete Generative Models for Sentence Compression
Yishu Miao | Phil Blunsom
Yishu Miao | Phil Blunsom
Globally Coherent Text Generation with Neural Checklist Models
Chloé Kiddon | Luke Zettlemoyer | Yejin Choi
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
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
Dominique Brunato | Andrea Cimino | Felice Dell’Orletta | Giulia Venturi
Discourse Parsing with Attention-based Hierarchical Neural Networks
Qi Li | Tianshi Li | Baobao Chang
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
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
Biao Zhang | Deyi Xiong | Jinsong Su | Qun Liu | Rongrong Ji | Hong Duan | Min Zhang
Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network
Anh Tuan Luu | Yi Tay | Siu Cheung Hui | See Kiong Ng
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
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
Luis Espinosa-Anke | Jose Camacho-Collados | Claudio Delli Bovi | Horacio Saggion
Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics
Douwe Kiela | Anita Lilla Verő | Stephen Clark
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
Akira Fukui | Dong Huk Park | Daylen Yang | Anna Rohrbach | Trevor Darrell | Marcus Rohrbach
How Transferable are Neural Networks in NLP Applications?
Lili Mou | Zhao Meng | Rui Yan | Ge Li | Yan Xu | Lu Zhang | Zhi Jin
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
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
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
Naoki Otani | Toshiaki Nakazawa | Daisuke Kawahara | Sadao Kurohashi
Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding
Huazheng Wang | Fei Tian | Bin Gao | Chengjieren Zhu | Jiang Bian | Tie-Yan Liu
Huazheng Wang | Fei Tian | Bin Gao | Chengjieren Zhu | Jiang Bian | Tie-Yan Liu
On Generating Characteristic-rich Question Sets for QA Evaluation
Yu Su | Huan Sun | Brian Sadler | Mudhakar Srivatsa | Izzeddin Gür | Zenghui Yan | Xifeng Yan
Yu Su | Huan Sun | Brian Sadler | Mudhakar Srivatsa | Izzeddin Gür | Zenghui Yan | Xifeng Yan
A Semiparametric Model for Bayesian Reader Identification
Ahmed Abdelwahab | Reinhold Kliegl | Niels Landwehr
Ahmed Abdelwahab | Reinhold Kliegl | Niels Landwehr
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
William L. Hamilton | Kevin Clark | Jure Leskovec | Dan Jurafsky
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
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
Wenya Wang | Sinno Jialin Pan | Daniel Dahlmeier | Xiaokui Xiao
WordRank: Learning Word Embeddings via Robust Ranking
Shihao Ji | Hyokun Yun | Pinar Yanardag | Shin Matsushima | S. V. N. Vishwanathan
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
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
Junsheng Zhou | Feiyu Xu | Hans Uszkoreit | Weiguang Qu | Ran Li | Yanhui Gu
Enhanced Personalized Search using Social Data
Dong Zhou | Séamus Lawless | Xuan Wu | Wenyu Zhao | Jianxun Liu
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
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
Qi Zhang | Jin Qian | Ya Guo | Yaqian Zhou | Xuanjing Huang
LAMB: A Good Shepherd of Morphologically Rich Languages
Sebastian Ebert | Thomas Müller | Hinrich Schütze
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
Zhenghua Li | Jiayuan Chao | Min Zhang | Jiwen Yang
Generating Coherent Summaries of Scientific Articles Using Coherence Patterns
Daraksha Parveen | Mohsen Mesgar | Michael Strube
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
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
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
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
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
Peng Qian | Xipeng Qiu | Xuanjing Huang
Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter
Qi Zhang | Yang Wang | Yeyun Gong | Xuanjing Huang
Qi Zhang | Yang Wang | Yeyun Gong | Xuanjing Huang
Solving and Generating Chinese Character Riddles
Chuanqi Tan | Furu Wei | Li Dong | Weifeng Lv | Ming Zhou
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
Abhyuday Jagannatha | Hong Yu
Learning to Represent Review with Tensor Decomposition for Spam Detection
Xuepeng Wang | Kang Liu | Shizhu He | Jun Zhao
Xuepeng Wang | Kang Liu | Shizhu He | Jun Zhao
Stance Detection with Bidirectional Conditional Encoding
Isabelle Augenstein | Tim Rocktäschel | Andreas Vlachos | Kalina Bontcheva
Isabelle Augenstein | Tim Rocktäschel | Andreas Vlachos | Kalina Bontcheva
Modeling Skip-Grams for Event Detection with Convolutional Neural Networks
Thien Huu Nguyen | Ralph Grishman
Thien Huu Nguyen | Ralph Grishman
Porting an Open Information Extraction System from English to German
Tobias Falke | Gabriel Stanovsky | Iryna Gurevych | Ido Dagan
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
Lizhen Qu | Gabriela Ferraro | Liyuan Zhou | Weiwei Hou | Timothy Baldwin
Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions
Arijit Ray | Gordon Christie | Mohit Bansal | Dhruv Batra | Devi Parikh
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
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
Abhishek Das | Harsh Agrawal | Larry Zitnick | Devi Parikh | Dhruv Batra
Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling
Ehsan Shareghi | Trevor Cohn | Gholamreza Haffari
Ehsan Shareghi | Trevor Cohn | Gholamreza Haffari
Coverage Embedding Models for Neural Machine Translation
Haitao Mi | Baskaran Sankaran | Zhiguo Wang | Abe Ittycheriah
Haitao Mi | Baskaran Sankaran | Zhiguo Wang | Abe Ittycheriah
Neural Morphological Analysis: Encoding-Decoding Canonical Segments
Katharina Kann | Ryan Cotterell | Hinrich Schütze
Katharina Kann | Ryan Cotterell | Hinrich Schütze
Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network
Peng Shi | Zhiyang Teng | Yue Zhang
Peng Shi | Zhiyang Teng | Yue Zhang
The Effects of Data Size and Frequency Range on Distributional Semantic Models
Magnus Sahlgren | Alessandro Lenci
Magnus Sahlgren | Alessandro Lenci
Numerically Grounded Language Models for Semantic Error Correction
Georgios Spithourakis | Isabelle Augenstein | Sebastian Riedel
Georgios Spithourakis | Isabelle Augenstein | Sebastian Riedel
Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages
Alan Akbik | Vishwajeet Kumar | Yunyao Li
Alan Akbik | Vishwajeet Kumar | Yunyao Li
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Sebastian Ruder | Parsa Ghaffari | John G. Breslin
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
Aditya Joshi | Vaibhav Tripathi | Kevin Patel | Pushpak Bhattacharyya | Mark Carman
Weakly Supervised Tweet Stance Classification by Relational Bootstrapping
Javid Ebrahimi | Dejing Dou | Daniel Lowd
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
Ellie Pavlick | Heng Ji | Xiaoman Pan | Chris Callison-Burch
Characterizing the Language of Online Communities and its Relation to Community Reception
Trang Tran | Mari Ostendorf
Trang Tran | Mari Ostendorf
Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition Texts
Masashi Yoshikawa | Hiroyuki Shindo | Yuji Matsumoto
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
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
Miguel Ballesteros | Leo Wanner
Neural Headline Generation on Abstract Meaning Representation
Sho Takase | Jun Suzuki | Naoaki Okazaki | Tsutomu Hirao | Masaaki Nagata
Sho Takase | Jun Suzuki | Naoaki Okazaki | Tsutomu Hirao | Masaaki Nagata
SimpleScience: Lexical Simplification of Scientific Terminology
Yea-Seul Kim | Jessica Hullman | Matthew Burgess | Eytan Adar
Yea-Seul Kim | Jessica Hullman | Matthew Burgess | Eytan Adar
Semantic Parsing with Semi-Supervised Sequential Autoencoders
Tomáš Kočiský | Gábor Melis | Edward Grefenstette | Chris Dyer | Wang Ling | Phil Blunsom | Karl Moritz Hermann
Tomáš Kočiský | Gábor Melis | Edward Grefenstette | Chris Dyer | Wang Ling | Phil Blunsom | Karl Moritz Hermann
Automatic Extraction of Implicit Interpretations from Modal Constructions
Jordan Sanders | Eduardo Blanco
Jordan Sanders | Eduardo Blanco
Demographic Dialectal Variation in Social Media: A Case Study of African-American English
Su Lin Blodgett | Lisa Green | Brendan O’Connor
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
Koustav Rudra | Shruti Rijhwani | Rafiya Begum | Kalika Bali | Monojit Choudhury | Niloy Ganguly
Deep Reinforcement Learning for Dialogue Generation
Jiwei Li | Will Monroe | Alan Ritter | Dan Jurafsky | Michel Galley | Jianfeng Gao
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
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
Ivan Habernal | Iryna Gurevych
Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention
Yang Liu | Sujian Li
Yang Liu | Sujian Li
Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network
Ryu Iida | Kentaro Torisawa | Jong-Hoon Oh | Canasai Kruengkrai | Julien Kloetzer
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
Antonios Anastasopoulos | David Chiang | Long Duong
HUME: Human UCCA-Based Evaluation of Machine Translation
Alexandra Birch | Omri Abend | Ondřej Bojar | Barry Haddow
Alexandra Birch | Omri Abend | Ondřej Bojar | Barry Haddow
Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping
Jian Ni | Radu Florian
Jian Ni | Radu Florian
Learning Crosslingual Word Embeddings without Bilingual Corpora
Long Duong | Hiroshi Kanayama | Tengfei Ma | Steven Bird | Trevor Cohn
Long Duong | Hiroshi Kanayama | Tengfei Ma | Steven Bird | Trevor Cohn
Controlling Output Length in Neural Encoder-Decoders
Yuta Kikuchi | Graham Neubig | Ryohei Sasano | Hiroya Takamura | Manabu Okumura
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
Cole Peterson | Alona Fyshe
All Fingers are not Equal: Intensity of References in Scientific Articles
Tanmoy Chakraborty | Ramasuri Narayanam
Tanmoy Chakraborty | Ramasuri Narayanam
Improving Users’ Demographic Prediction via the Videos They Talk about
Yuan Wang | Yang Xiao | Chao Ma | Zhen Xiao
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
Xiang Ren | Wenqi He | Meng Qu | Lifu Huang | Heng Ji | Jiawei Han
Key-Value Memory Networks for Directly Reading Documents
Alexander Miller | Adam Fisch | Jesse Dodge | Amir-Hossein Karimi | Antoine Bordes | Jason Weston
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
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
Diane Litman | Susannah Paletz | Zahra Rahimi | Stefani Allegretti | Caitlin Rice
Cross Sentence Inference for Process Knowledge
Samuel Louvan | Chetan Naik | Sadhana Kumaravel | Heeyoung Kwon | Niranjan Balasubramanian | Peter Clark
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
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
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
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
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
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
John Wieting | Mohit Bansal | Kevin Gimpel | Karen Livescu
Length bias in Encoder Decoder Models and a Case for Global Conditioning
Pavel Sountsov | Sunita Sarawagi
Pavel Sountsov | Sunita Sarawagi
Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction
Marcin Junczys-Dowmunt | Roman Grundkiewicz
Marcin Junczys-Dowmunt | Roman Grundkiewicz
Incorporating Discrete Translation Lexicons into Neural Machine Translation
Philip Arthur | Graham Neubig | Satoshi Nakamura
Philip Arthur | Graham Neubig | Satoshi Nakamura
Transfer Learning for Low-Resource Neural Machine Translation
Barret Zoph | Deniz Yuret | Jonathan May | Kevin Knight
Barret Zoph | Deniz Yuret | Jonathan May | Kevin Knight
It Takes Three to Tango: Triangulation Approach to Answer Ranking in Community Question Answering
Preslav Nakov | Lluís Màrquez | Francisco Guzmán
Preslav Nakov | Lluís Màrquez | Francisco Guzmán
A Theme-Rewriting Approach for Generating Algebra Word Problems
Rik Koncel-Kedziorski | Ioannis Konstas | Luke Zettlemoyer | Hannaneh Hajishirzi
Rik Koncel-Kedziorski | Ioannis Konstas | Luke Zettlemoyer | Hannaneh Hajishirzi
Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Zhiyang Teng | Duy-Tin Vo | Yue Zhang
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
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
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
Jiacheng Xu | Danlu Chen | Xipeng Qiu | Xuanjing Huang
Deep Neural Networks with Massive Learned Knowledge
Zhiting Hu | Zichao Yang | Ruslan Salakhutdinov | Eric Xing
Zhiting Hu | Zichao Yang | Ruslan Salakhutdinov | Eric Xing
Improving Sparse Word Representations with Distributional Inference for Semantic Composition
Thomas Kober | Julie Weeds | Jeremy Reffin | David Weir
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
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
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
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
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
Adhiguna Kuncoro | Miguel Ballesteros | Lingpeng Kong | Chris Dyer | Noah A. Smith
Unsupervised Text Recap Extraction for TV Series
Hongliang Yu | Shikun Zhang | Louis-Philippe Morency
Hongliang Yu | Shikun Zhang | Louis-Philippe Morency
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements
Markus Dollmann | Michaela Geierhos
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
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
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
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
Maria Moritz | Andreas Wiederhold | Barbara Pavlek | Yuri Bizzoni | Marco Büchler
A Graph Degeneracy-based Approach to Keyword Extraction
Antoine Tixier | Fragkiskos Malliaros | Michalis Vazirgiannis
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
Elliot Schumacher | Maxine Eskenazi | Gwen Frishkoff | Kevyn Collins-Thompson
Non-uniform Language Detection in Technical Writing
Weibo Wang | Abidalrahman Moh’d | Aminul Islam | Axel J. Soto | Evangelos E. Milios
Weibo Wang | Abidalrahman Moh’d | Aminul Islam | Axel J. Soto | Evangelos E. 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
Shamil Chollampatt | Duc Tam Hoang | Hwee Tou Ng
Orthographic Syllable as basic unit for SMT between Related Languages
Anoop Kunchukuttan | Pushpak Bhattacharyya
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
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
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
Alvaro Morales | Varot Premtoon | Cordelia Avery | Sue Felshin | Boris Katz
Timeline extraction using distant supervision and joint inference
Savelie Cornegruta | Andreas Vlachos
Savelie Cornegruta | Andreas Vlachos
Combining Supervised and Unsupervised Enembles for Knowledge Base Population
Nazneen Fatema Rajani | Raymond Mooney
Nazneen Fatema Rajani | Raymond Mooney
Character Sequence Models for Colorful Words
Kazuya Kawakami | Chris Dyer | Bryan Routledge | Noah A. Smith
Kazuya Kawakami | Chris Dyer | Bryan Routledge | Noah A. Smith
Analyzing the Behavior of Visual Question Answering Models
Aishwarya Agrawal | Dhruv Batra | Devi Parikh
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
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
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
Tim Vieira | Ryan Cotterell | Jason Eisner
Unsupervised Word Alignment by Agreement Under ITG Constraint
Hidetaka Kamigaito | Akihiro Tamura | Hiroya Takamura | Manabu Okumura | Eiichiro Sumita
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
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
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
Haoyan Xu | Brian Murphy | Alona Fyshe
Evaluating Induced CCG Parsers on Grounded Semantic Parsing
Yonatan Bisk | Siva Reddy | John Blitzer | Julia Hockenmaier | Mark Steedman
Yonatan Bisk | Siva Reddy | John Blitzer | Julia Hockenmaier | Mark Steedman
Does ‘well-being’ translate on Twitter?
Laura Smith | Salvatore Giorgi | Rishi Solanki | Johannes Eichstaedt | H. Andrew Schwartz | Muhammad Abdul-Mageed | Anneke Buffone | Lyle Ungar
Laura Smith | Salvatore Giorgi | Rishi Solanki | Johannes Eichstaedt | H. Andrew Schwartz | Muhammad Abdul-Mageed | Anneke Buffone | Lyle Ungar
Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference
Masoud Rouhizadeh | Lyle Ungar | Anneke Buffone | H Andrew Schwartz
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
Gözde Özbal | Carlo Strapparava | Serra Sinem Tekiroğlu | Daniele Pighin
Natural Language Model Re-usability for Scaling to Different Domains
Young-Bum Kim | Alexandre Rochette | Ruhi Sarikaya
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
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
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
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
Christopher Rohlfs | Sunandan Chakraborty | Lakshminarayanan Subramanian
Learning to refine text based recommendations
Youyang Gu | Tao Lei | Regina Barzilay | Tommi Jaakkola
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
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
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
Chia-Wei Liu | Ryan Lowe | Iulian Serban | Mike Noseworthy | Laurent Charlin | Joelle Pineau
Nonparametric Bayesian Models for Spoken Language Understanding
Kei Wakabayashi | Johane Takeuchi | Kotaro Funakoshi | Mikio Nakano
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
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
Stephen Roller | Katrin Erk
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
Daniela Gerz | Ivan Vulić | Felix Hill | Roi Reichart | Anna Korhonen
Daniela Gerz | Ivan Vulić | Felix Hill | Roi Reichart | Anna Korhonen
Bi-directional Attention with Agreement for Dependency Parsing
Hao Cheng | Hao Fang | Xiaodong He | Jianfeng Gao | Li Deng
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
Yevgeni Berzak | Yan Huang | Andrei Barbu | Anna Korhonen | Boris Katz
Who did What: A Large-Scale Person-Centered Cloze Dataset
Takeshi Onishi | Hai Wang | Mohit Bansal | Kevin Gimpel | David McAllester
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
Koji Mineshima | Ribeka Tanaka | Pascual Martínez-Gómez | Yusuke Miyao | Daisuke Bekki
Learning to Generate Compositional Color Descriptions
Will Monroe | Noah D. Goodman | Christopher Potts
Will Monroe | Noah D. Goodman | Christopher Potts
A Decomposable Attention Model for Natural Language Inference
Ankur Parikh | Oscar Täckström | Dipanjan Das | Jakob Uszkoreit
Ankur Parikh | Oscar Täckström | Dipanjan Das | Jakob Uszkoreit
Deep Reinforcement Learning for Mention-Ranking Coreference Models
Kevin Clark | Christopher D. Manning
Kevin Clark | Christopher D. Manning
A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification
Lianhui Qin | Zhisong Zhang | Hai Zhao
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
Toshiaki Nakazawa | John Richardson | Sadao Kurohashi
Learning principled bilingual mappings of word embeddings while preserving monolingual invariance
Mikel Artetxe | Gorka Labaka | Eneko Agirre
Mikel Artetxe | Gorka Labaka | Eneko Agirre
Measuring the behavioral impact of machine translation quality improvements with A/B testing
Ben Russell | Duncan Gillespie
Ben Russell | Duncan Gillespie
Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition
Changxing Wu | Xiaodong Shi | Yidong Chen | Yanzhou Huang | Jinsong Su
Changxing Wu | Xiaodong Shi | Yidong Chen | Yanzhou Huang | Jinsong Su
Transition-Based Dependency Parsing with Heuristic Backtracking
Jacob Buckman | Miguel Ballesteros | Chris Dyer
Jacob Buckman | Miguel Ballesteros | Chris Dyer
Encoding Temporal Information for Time-Aware Link Prediction
Tingsong Jiang | Tianyu Liu | Tao Ge | Lei Sha | Sujian Li | Baobao Chang | Zhifang Sui
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
Karthik Narasimhan | Adam Yala | Regina Barzilay