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publications

publications

 
 

publications

The most updated list of papers can be found in my Google Scholar


Do Neural Information Extraction Algorithms Generalize across Institutions? (2019)

Enrico Santus, Li Clara, Yala Adam, Peck Donald, Soomro Rufina, Faridi Naveen, Mamshad Isra, Tang Rong, Lanahan Riley Conor, Barzilay Regina and Hughes Kevin

JCO Clinical Cancer Informatics

 

A Graph-Based Framework for Information Extraction (2019)

Yujie Qian, Enrico Santus, Zhijing Jin, Jiang Guo, Regina Barzilay

North American chapter of the Association for Computational Linguistics (NAACL 2019)

 

Incidental atypical hyperplasia/LCIS in mammoplasty specimens and subsequent risk of breast cancer (2019)

Francisco Acevedo, Victor Diego Armengol, Zhengyi Deng, Rong Tang, Suzanne Coopey, Emanuele Mazzola, Conor Lanahan, Danielle Braun, Adam Yala, Regina Barzilay, Clara Li, Enrico Santus, Amy Colwell, Anthony Guidi, Curt Cetrulo, Judy Ellen Garber, Barbara L. Smith, Tari A. King, Kevin S. Hughes

2019 ASCO Annual Meeting

 

Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients (2019)

Susu Yan, Enrico Santus, Adam Yala, Leonard Wee, Jason Kim, Santiago A. Lozano-Calderon, Joseph H. Schwab, Regina Barzilay, Kevin S. Hughes and Karen De Amorim Bernstein

ICCR & MCMA 2019: International Conference on the use of Computers in Radiotherapy & The International Conference on Monte Carlo Techniques for Medical Applications

 

Event Knowledge in Sentence Processing: A New Dataset for the Evaluation of Argument Typicality (2018)

Paolo Vassallo, Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philip Blache

LiNCR 2018 at Language Resources and Evaluation Conference (LREC)

 

A Rank-Based Similarity Metric for Word Embeddings (2018)

Enrico Santus, Hongmin Wang, Emmanuele Chersoni, Yue Zhang

Association for Computational Linguistics (ACL)

 

BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes (2018)

Enrico Santus, Chris Biemann, Emmanuele Chersoni

SemEval 2018 at North American chapter of the Association for Computational Linguistics (NAACL)

 

Is Structure Necessary for Modeling? Argument Expectations in Distributional Semantics (2017)

Emmanuele Chersoni, Enrico Santus, Philip Blache, Alessandro Lenci

International Conference on Computational Semantics (IWCS)

 

Measuring Thematic Fit with Distributional Feature Overlap (2017)

Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Philip Blache

Empirical Methods for Natural Language Processing (EMNLP)

 

German in flux: Detecting metaphoric change via word entropy (2017)

Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus, Sabine Schulte im Walde, Daniel Hole

Conference on Computational Natural Language Learning (CoNLL)

 

Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection (2017) [PDF]

Vered Shwartz, Enrico Santus, Dominik Schlechtweg

European chapter of the Association for Computational Linguistics (EACL)

 

CogALex-V Shared Task: ROOT18 (2016)

Emmanuele Chersoni, Giulia Rambelli, Enrico Santus

CogALex-V at International Conference on Computational Linguistics (COLING)

 

The CogALex-V Shared Task on the Corpus-Based Identification of Semantic Relations (2016)

Enrico Santus, Anna Gladkova, Stefan Evert, Alessandro Lenci

CogALex-V at International Conference on Computational Linguistics (COLING)

 

Testing APSyn against Vector Cosine on Similarity Estimation (2016)

Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Chu-Ren Huang, Philippe Blache

Pacific Asia Conference on Language, Information and Computation (PACLIC)

 

Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity (2016)

Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache, Chu-Ren Huang

Empirical Methods for Natural Language Processing (EMNLP)

 

Unsupervised Measure of Word Similarity: How to Outperform Co-occurrence and Vector Cosine in VSMs (2016)

Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang

Language Resources and Evaluation Conference (LREC)

 

Nine Features in a Random Forest to Learn Taxonomical Semantic Relations (2016) [PDF]

Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu, Chu-Ren Huang

Language Resources and Evaluation Conference (LREC)

 
 
 

EVALution-MAN: A Chinese Dataset for the Training and Evaluation of DSMs (2016) [PDF]

Hongchao Liu, Karl Neergaard, Enrico Santus, Chu-Ren Huang

Language Resources and Evaluation Conference (LREC)

 
 
 

What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets (2016) [PDF]

Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang

Association for the Advancement of Artificial Intelligence (AAAI)

 

ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms (2016) [PDF]

Enrico Santus, Tin-Shing Chiu, Qin Lu, Alessandro Lenci, Chu-Ren Huang

Association for the Advancement of Artificial Intelligence (AAAI)

 

Sentiment Analyzer with Rich Features for Ironic and Sarcastic Tweets (2015) [PDF]

Piyoros Tungthamthiti, Enrico Santus, Hongzhi Xu, Chu-Ren Huang, Shirai Kiyoaki

Pacific Asia Conference on Language, Information and Computation (PACLIC)

 

When Similarity Becomes Opposition: Synonyms and Antonyms Discrimination in DSMs (2015) [PDF]

Enrico Santus, Alessandro Lenci, Qin Lu, Chu-Ren Huang

Italian Journal on Computational Linguistics

 

LLT-PolyU: Identifying Sentiment Intensity in Ironic Tweets (2015) [PDF]

Hongzhi Xu, Enrico Santus, Anna Laszlo, Chu-Ren Huang

SemEval 2015 at North American chapter of the Association for Computational Linguistics (NAACL)

 

Evalution 1.0: an Evolving Semantic Dataset for Training and Evaluation of Distributional Semantic Models (2015) [PDF]

Enrico Santus, Frances Yung, Alessandro Lenci, Chu-Ren Huang

LDL 2015 at Association for Computational Linguistics (ACL)

 

Taking Antonymy Mask off in Vector Space (2014) [PDF]

Enrico Santus, Qin Lu, Alessandro Lenci, Chu-Ren Huang

Pacific Asia Conference on Language, Information and Computation (PACLIC)

 

Unsupervised Antonym-Synonym Discrimination in Vector Space (2014) [PDF]

Enrico Santus, Qin Lu, Alessandro Lenci, Chu-Ren Huang

Italian Conference on Computational Linguistics (CLiC-it)

 

Chasing Hypernyms in Vector Spaces with Entropy (2014) [PDF]

Enrico Santus, Alessandro Lenci, Qin Lu, Sabine Schulte im Walde

European chapter of the Association for Computational Linguistics (EACL)