-
1
-
-
27844439373
-
A framework for learning predictive structures from multiple tasks and unlabeled data
-
Nov
-
Rie Kubota Ando and Tong Zhang. 2005. A framework for learning predictive structures from multiple tasks and unlabeled data. Journal of Machine Learning Research, 6(Nov):1817-1853.
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 1817-1853
-
-
Ando, R.K.1
Zhang, T.2
-
3
-
-
84959879897
-
Improved transition-based parsing by modeling characters instead of words with LSTMs
-
Miguel Ballesteros, Chris Dyer, and Noah A. Smith. 2015. Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs. In EMNLP.
-
(2015)
EMNLP
-
-
Ballesteros, M.1
Dyer, C.2
Smith, N.A.3
-
4
-
-
85021654356
-
Semantic tagging with deep residual networks
-
Johannes Bjerva, Barbara Plank, and Johan Bos. 2016. Semantic tagging with deep residual networks. In COLING.
-
(2016)
COLING
-
-
Bjerva, J.1
Plank, B.2
Bos, J.3
-
5
-
-
85049060194
-
Multi-view and multi-task training of rst discourse parsers
-
Chloé Braud, Barbara Plank, and Anders Søgaard. 2016. Multi-view and multi-task training of rst discourse parsers. In COLING.
-
(2016)
COLING
-
-
Braud, C.1
Plank, B.2
Søgaard, A.3
-
6
-
-
1942470793
-
Multitask learning
-
Springer
-
Rich Caruana. 1997. Multitask learning. In Learning to learn, pages 95-133. Springer.
-
(1997)
Learning to Learn
, pp. 95-133
-
-
Caruana, R.1
-
7
-
-
84959917665
-
Open-domain name error detection using a multi- task RNN
-
Hao Cheng, Hao Fang, and Mari Ostendorf. 2015. Open-Domain Name Error Detection using a Multi- Task RNN. In EMNLP.
-
(2015)
EMNLP
-
-
Cheng, H.1
Fang, H.2
Ostendorf, M.3
-
9
-
-
80053364056
-
Broad-coverage sense disambiguation and information extraction with a supersense sequence tagger
-
Massimiliano Ciaramita and Yasemin Altun. 2006. Broad-coverage sense disambiguation and information extraction with a supersense sequence tagger. In EMNLP.
-
(2006)
EMNLP
-
-
Ciaramita, M.1
Altun, Y.2
-
10
-
-
84905714139
-
Modelling annotator bias with multi-task Gaussian processes: An application to machine translation quality estimation
-
Trevor Cohn and Lucia Specia. 2013. Modelling annotator bias with multi-task gaussian processes: An application to machine translation quality estimation. In ACL.
-
(2013)
ACL
-
-
Cohn, T.1
Specia, L.2
-
11
-
-
80053558787
-
Natural language processing (almost) from scratch
-
Aug
-
Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. 2011. Natural language processing (almost) from scratch. Journal of Machine Learning Research, 12(Aug):2493-2537.
-
(2011)
Journal of Machine Learning Research
, vol.12
, pp. 2493-2537
-
-
Collobert, R.1
Weston, J.2
Bottou, L.3
Karlen, M.4
Kavukcuoglu, K.5
Kuksa, P.6
-
13
-
-
84897687169
-
Frame-semantic parsing
-
Dipanjan Das, Desai Chen, André FT Martins, Nathan Schneider, and Noah A. Smith. 2014. Frame-semantic parsing. Computational linguistics, 40(1):9-56.
-
(2014)
Computational Linguistics
, vol.40
, Issue.1
, pp. 9-56
-
-
Das, D.1
Chen, D.2
Martins, A.F.T.3
Schneider, N.4
Smith, N.A.5
-
14
-
-
84959865196
-
Mpqa 3.0: An entity/event-level sentiment corpus
-
Lingjia Deng and Janyce Wiebe. 2015. Mpqa 3.0: An entity/event-level sentiment corpus. In NAACL.
-
(2015)
NAACL
-
-
Deng, L.1
Wiebe, J.2
-
15
-
-
84943742882
-
Transition- based dependency parsing with stack long short- term memory
-
Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews, and Noah A. Smith. 2015. Transition- Based Dependency Parsing with Stack Long Short- Term Memory. In ACL.
-
(2015)
ACL
-
-
Dyer, C.1
Ballesteros, M.2
Ling, W.3
Matthews, A.4
Smith, N.A.5
-
16
-
-
26444565569
-
Finding structure in time
-
Jeffrey L. Elman. 1990. Finding structure in time. Cognitive science, 14(2):179-211.
-
(1990)
Cognitive Science
, vol.14
, Issue.2
, pp. 179-211
-
-
Elman, J.L.1
-
18
-
-
27744588611
-
Framewise phoneme classification with bidirectional LSTM and other neural network architectures
-
Alex Graves and Jürgen Schmidhuber. 2005. Framewise phoneme classification with bidirectional LSTM and other neural network architectures. Neural Networks, 18(5):602-610.
-
(2005)
Neural Networks
, vol.18
, Issue.5
, pp. 602-610
-
-
Graves, A.1
Schmidhuber, J.2
-
19
-
-
85050264296
-
Table filling multi-task recurrent neural network for joint entity and relation extraction
-
Pankaj Gupta, Hinrich Schütze, and Bernt Andrassy. 2016. Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction. In COLING.
-
(2016)
COLING
-
-
Gupta, P.1
Schütze, H.2
Andrassy, B.3
-
20
-
-
84906921940
-
Semantic frame identification with distributed word representations
-
Karl Moritz Hermann, Dipanjan Das, Jason Weston, and Kuzman Ganchev. 2014. Semantic frame identification with distributed word representations. In ACL.
-
(2014)
ACL
-
-
Hermann, K.M.1
Das, D.2
Weston, J.3
Ganchev, K.4
-
23
-
-
85019553882
-
Simple and accurate dependency parsing using bidirectional LSTM feature representations
-
Eliyahu Kiperwasser and Yoav Goldberg. 2016. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations. TACL.
-
(2016)
TACL
-
-
Kiperwasser, E.1
Goldberg, Y.2
-
24
-
-
84944067730
-
Frame-semantic role labeling with heterogeneous annotations
-
Meghana Kshirsagar, Sam Thomson, Nathan Schneider, Jaime Carbonell, Noah A. Smith, and Chris Dyer. 2015. Frame-semantic role labeling with heterogeneous annotations. In ACL-IJCNLP.
-
(2015)
ACL-IJCNLP
-
-
Kshirsagar, M.1
Thomson, S.2
Schneider, N.3
Carbonell, J.4
Smith, N.A.5
Dyer, C.6
-
26
-
-
84959934993
-
Finegrained opinion mining with recurrent neural networks and word embeddings
-
Pengfei Liu, Shafiq Joty, and Helen Meng. 2015. Finegrained opinion mining with recurrent neural networks and word embeddings. In EMNLP.
-
(2015)
EMNLP
-
-
Liu, P.1
Joty, S.2
Meng, H.3
-
29
-
-
34249852033
-
Building a large annotated corpus of English: The penn treebank
-
Mitchell P. Marcus, Mary Ann Marcinkiewicz, and Beatrice Santorini. 1993. Building a Large Annotated Corpus of English: The Penn Treebank. Comput. Linguist., 19(2):x.
-
(1993)
Comput. Linguist
, vol.19
, Issue.2
, pp. x
-
-
Marcus, M.P.1
Marcinkiewicz, M.A.2
Santorini, B.3
-
31
-
-
84989325037
-
Universal dependencies v1: A multilingual treebank collection
-
Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Yoav Goldberg, Jan Hajic, Christopher D. Manning, Ryan McDonald, Slav Petrov, Sampo Pyysalo, Natalia Silveira, et al. 2016. Universal dependencies v1: A multilingual treebank collection. In LREC.
-
(2016)
LREC
-
-
Nivre, J.1
De Marneffe, M.-C.2
Ginter, F.3
Goldberg, Y.4
Hajic, J.5
Manning, C.D.6
McDonald, R.7
Petrov, S.8
Pyysalo, S.9
Silveira, N.10
-
32
-
-
85009255621
-
Multilingual part-of-speech tagging with bidirectional long short-term memory models and auxiliary loss
-
Barbara Plank, Anders Søgaard, and Yoav Goldberg. 2016. Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss. In ACL.
-
(2016)
ACL
-
-
Plank, B.1
Søgaard, A.2
Goldberg, Y.3
-
33
-
-
85021683692
-
Keystroke dynamics as signal for shallow syntactic parsing
-
Barbara Plank. 2016. Keystroke dynamics as signal for shallow syntactic parsing. In COLING.
-
(2016)
COLING
-
-
Plank, B.1
-
34
-
-
33746341926
-
The file drawer problem and tolerance for null results
-
Robert Rosenthal. 1979. The file drawer problem and tolerance for null results. Psychological bulletin, 86(3):638.
-
(1979)
Psychological Bulletin
, vol.86
, Issue.3
, pp. 638
-
-
Rosenthal, R.1
-
35
-
-
84994131779
-
Large-scale multitask learning for machine translation quality estimation
-
Kashif Shah and Lucia Specia. 2016. Large-scale multitask learning for machine translation quality estimation. In NAACL.
-
(2016)
NAACL
-
-
Shah, K.1
Specia, L.2
-
36
-
-
85002310679
-
Deep multi-task learning with low level tasks supervised at lower layers
-
Anders Søgaard and Yoav Goldberg. 2016. Deep multi-task learning with low level tasks supervised at lower layers. In ACL.
-
(2016)
ACL
-
-
Søgaard, A.1
Goldberg, Y.2
-
37
-
-
33947615175
-
Dynamic conditional random fields: Factorized probabilistic models for labeling and segmenting sequence data
-
Mar
-
Charles Sutton, Andrew McCallum, and Khashayar Rohanimanesh. 2007. Dynamic conditional random fields: Factorized probabilistic models for labeling and segmenting sequence data. Journal of Machine Learning Research, 8(Mar):693-723.
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 693-723
-
-
Sutton, C.1
McCallum, A.2
Rohanimanesh, K.3
-
38
-
-
85099019865
-
Introduction to the CoNLL-2003 shared task: Language-independent named entity recognition
-
Association for Computational Linguistics
-
Erik F. Tjong Kim Sang and Fien De Meulder. 2003. Introduction to the CoNLL-2003 shared task: Language-independent named entity recognition. In HLT-NAACL, pages 142-147. Association for Computational Linguistics.
-
(2003)
HLT-NAACL
, pp. 142-147
-
-
Sang, E.F.T.K.1
Meulder, F.D.2
-
39
-
-
84904675305
-
The eurowordnet base concepts and top ontology
-
Piek Vossen, Laura Bloksma, Horacio Rodriguez, Salvador Climent, Nicoletta Calzolari, Adriana Roventini, Francesca Bertagna, Antonietta Alonge, and Wim Peters. 1998. The eurowordnet base concepts and top ontology. Deliverable D017 D, 34:D036.
-
(1998)
Deliverable D017 D
, vol.34
, pp. D036
-
-
Vossen, P.1
Bloksma, L.2
Rodriguez, H.3
Climent, S.4
Calzolari, N.5
Roventini, A.6
Bertagna, F.7
Alonge, A.8
Peters, W.9
|