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Jim Glass
Publications
- 2021
- [c300]Yu-An Chung, Yonatan Belinkov, James R. Glass:
Similarity Analysis of Self-Supervised Speech Representations. ICASSP 2021: 3040-3044 - 2020
- [j32]Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass:
On the Linguistic Representational Power of Neural Machine Translation Models. Comput. Linguistics 46(1): 1-52 (2020) - [c285]John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Similarity Analysis of Contextual Word Representation Models. ACL 2020: 4638-4655 - [i91]John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Similarity Analysis of Contextual Word Representation Models. CoRR abs/2005.01172 (2020) - [i81]Yu-An Chung, Yonatan Belinkov, James R. Glass:
Similarity Analysis of Self-Supervised Speech Representations. CoRR abs/2010.11481 (2020) - 2019
- [j30]Salvatore Romeo, Giovanni Da San Martino, Yonatan Belinkov, Alberto Barrón-Cedeño, Mohamed Eldesouki, Kareem Darwish, Hamdy Mubarak, James R. Glass, Alessandro Moschitti:
Language processing and learning models for community question answering in Arabic. Inf. Process. Manag. 56(2): 274-290 (2019) - [j28]Yonatan Belinkov, James R. Glass:
Analysis Methods in Neural Language Processing: A Survey. Trans. Assoc. Comput. Linguistics 7: 49-72 (2019) - [c268]Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Anthony Bau, James R. Glass:
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models. AAAI 2019: 6309-6317 - [c267]Fahim Dalvi, Avery Nortonsmith, Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, James R. Glass:
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks. AAAI 2019: 9851-9852 - [c266]Hongyin Luo, Lan Jiang, Yonatan Belinkov, Jim Glass:
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future. ACL (1) 2019: 1483-1493 - [c249]Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Identifying and Controlling Important Neurons in Neural Machine Translation. ICLR (Poster) 2019 - [c247]Yonatan Belinkov, Ahmed Ali, James R. Glass:
Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition. INTERSPEECH 2019: 81-85 - [c234]Yonatan Belinkov, James R. Glass:
Analysis Methods in Neural Language Processing: A Survey. NAACL-HLT (1) 2019: 3348-3354 - [i67]Hongyin Luo, Lan Jiang, Yonatan Belinkov, James R. Glass:
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future. CoRR abs/1906.01702 (2019) - [i64]Yonatan Belinkov, Ahmed Ali, James R. Glass:
Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition. CoRR abs/1907.04224 (2019) - [i54]Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass:
On the Linguistic Representational Power of Neural Machine Translation Models. CoRR abs/1911.00317 (2019) - 2018
- [c216]Adam Poliak, Yonatan Belinkov, James R. Glass, Benjamin Van Durme:
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference. NAACL-HLT (2) 2018: 513-523 - [i50]Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks. CoRR abs/1801.07772 (2018) - [i40]Adam Poliak, Yonatan Belinkov, James R. Glass, Benjamin Van Durme:
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference. CoRR abs/1804.09779 (2018) - [i28]Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Identifying and Controlling Important Neurons in Neural Machine Translation. CoRR abs/1811.01157 (2018) - [i22]Yonatan Belinkov, James R. Glass:
Analysis Methods in Neural Language Processing: A Survey. CoRR abs/1812.08951 (2018) - [i21]Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Anthony Bau, James R. Glass:
What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models. CoRR abs/1812.09355 (2018) - [i20]Fahim Dalvi, Avery Nortonsmith, Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, James R. Glass:
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks. CoRR abs/1812.09359 (2018) - 2017
- [c203]Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass:
What do Neural Machine Translation Models Learn about Morphology? ACL (1) 2017: 861-872 - [c196]Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James R. Glass:
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks. IJCNLP(1) 2017: 1-10 - [c194]Sameer Khurana, Maryam Najafian, Ahmed Ali, Tuka Al Hanai, Yonatan Belinkov, James R. Glass:
QMDIS: QCRI-MIT Advanced Dialect Identification System. INTERSPEECH 2017: 2591-2595 - [c189]Yonatan Belinkov, James R. Glass:
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems. NIPS 2017: 2441-2451 - [i17]Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James R. Glass:
What do Neural Machine Translation Models Learn about Morphology? CoRR abs/1704.03471 (2017) - [i13]Yonatan Belinkov, James R. Glass:
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems. CoRR abs/1709.04482 (2017) - 2016
- [c188]Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti, Yonatan Belinkov, Wei-Ning Hsu, Yu Zhang, Mitra Mohtarami, James R. Glass:
Neural Attention for Learning to Rank Questions in Community Question Answering. COLING 2016: 1734-1745 - [c176]Mitra Mohtarami, Yonatan Belinkov, Wei-Ning Hsu, Yu Zhang, Tao Lei, Kfir Bar, Scott Cyphers, James R. Glass:
SLS at SemEval-2016 Task 3: Neural-based Approaches for Ranking in Community Question Answering. SemEval@NAACL-HLT 2016: 828-835 - [c171]Yonatan Belinkov, James R. Glass:
A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects. VarDial@COLING 2016: 145-152 - [i5]Yonatan Belinkov, James R. Glass:
A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects. CoRR abs/1609.07568 (2016) - [i4]Yonatan Belinkov, James R. Glass:
Large-Scale Machine Translation between Arabic and Hebrew: Available Corpora and Initial Results. CoRR abs/1609.07701 (2016) - 2015
- [c168]Yonatan Belinkov, James R. Glass:
Arabic Diacritization with Recurrent Neural Networks. EMNLP 2015: 2281-2285 - [c162]Yonatan Belinkov, Mitra Mohtarami, Scott Cyphers, James R. Glass:
VectorSLU: A Continuous Word Vector Approach to Answer Selection in Community Question Answering Systems. SemEval@NAACL-HLT 2015: 282-287
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