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Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks

15 August 2016

Yossi Adi

Papers citing "Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks"

50 / 359 papers shown

Title
oLMpics -- On what Language Model Pre-training CapturesTransactions of the Association for Computational Linguistics (TACL), 2019 Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 285 306 0 31 Dec 2019
COSTRA 1.0: A Dataset of Complex Sentence TransformationsInternational Conference on Language Resources and Evaluation (LREC), 2019 P. Barancíková Ondrej Bojar 107 7 0 03 Dec 2019
BLiMP: The Benchmark of Linguistic Minimal Pairs for EnglishTransactions of the Association for Computational Linguistics (TACL), 2019 Alex Warstadt Alicia Parrish Haokun Liu Anhad Mohananey Wei Peng Sheng-Fu Wang Samuel R. Bowman 361 604 0 02 Dec 2019
Do Attention Heads in BERT Track Syntactic Dependencies? Phu Mon Htut Jason Phang Shikha Bordia Samuel R. Bowman 171 141 0 27 Nov 2019
On the Linguistic Representational Power of Neural Machine Translation ModelsInternational Conference on Computational Logic (ICCL), 2019 Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass MILM 187 74 0 01 Nov 2019
Evaluation of Sentence Representations in PolishInternational Conference on Language Resources and Evaluation (LREC), 2019 Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 280 18 0 25 Oct 2019
Predicting In-game Actions from Interviews of NBA Players Nadav Oved Amir Feder Roi Reichart 245 2 0 24 Oct 2019
Discovering the Compositional Structure of Vector Representations with Role Learning NetworksBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2019 Paul Soulos R. Thomas McCoy Tal Linzen P. Smolensky CoGe 315 45 0 21 Oct 2019
Neural Hybrid Recommender: Recommendation needs collaboration Ezgi Yildirim Payam V. Azad cSule Gunduz Ouguducu 80 4 0 29 Sep 2019
Situating Sentence Embedders with Nearest Neighbor Overlap Lucy H. Lin Noah A. Smith 111 3 0 24 Sep 2019
Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Eric Wallace Yizhong Wang Sujian Li Sameer Singh Matt Gardner 295 285 0 17 Sep 2019
What do Deep Networks Like to Read? Jonas Pfeiffer Aishwarya Kamath Iryna Gurevych Sebastian Ruder 85 3 0 10 Sep 2019
Designing and Interpreting Probes with Control TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 John Hewitt Abigail Z. Jacobs 369 586 0 08 Sep 2019
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages Clara Vania Yova Kementchedjhieva Anders Søgaard Adam Lopez 124 55 0 06 Sep 2019
Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Alex Warstadt Yuning Cao Ioana Grosu Wei Peng Hagen Blix ... Jason Phang Anhad Mohananey Phu Mon Htut Paloma Jeretic Samuel R. Bowman 133 126 0 05 Sep 2019
Higher-order Comparisons of Sentence Encoder RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Mostafa Abdou Artur Kulmizev Felix Hill D. Low Anders Søgaard 145 17 0 01 Sep 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Mingda Chen Zewei Chu Kevin Gimpel 246 49 0 31 Aug 2019
EntEval: A Holistic Evaluation Benchmark for Entity RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Mingda Chen Zewei Chu Yang Chen K. Stratos Kevin Gimpel 222 12 0 31 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language modelsTransactions of the Association for Computational Linguistics (TACL), 2019 Allyson Ettinger 291 633 0 31 Jul 2019
LINSPECTOR WEB: A Multilingual Probing Suite for Word RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Max Eichler Gözde Gül Sahin Iryna Gurevych 188 15 0 26 Jul 2019
What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions?Computational Linguistics (CL), 2019 Miryam de Lhoneux Sara Stymne Joakim Nivre 141 3 0 18 Jul 2019
Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech RecognitionInterspeech (Interspeech), 2019 Yonatan Belinkov Ahmed M. Ali James R. Glass 173 40 0 09 Jul 2019
Representation, Exploration and Recommendation of Music Playlists Piyush Papreja Hemanth Venkateswara S. Panchanathan AI4TS 59 0 0 01 Jul 2019
Learning Compressed Sentence Representations for On-Device Text ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 108 23 0 19 Jun 2019
Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented TextTransactions of the Association for Computational Linguistics (TACL), 2019 Michael Hahn Marco Baroni LMTD 79 15 0 17 Jun 2019
A Structured Distributional Model of Sentence Meaning and ProcessingNatural Language Engineering (Nat. Lang. Eng.), 2019 Emmanuele Chersoni Enrico Santus Ludovica Pannitto Alessandro Lenci P. Blache Chu-Ren Huang 127 18 0 17 Jun 2019
Scalable Syntax-Aware Language Models Using Knowledge DistillationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 A. Kuncoro Chris Dyer Laura Rimell S. Clark Phil Blunsom 202 26 0 14 Jun 2019
Putting words in context: LSTM language models and lexical ambiguityAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Laura Aina Kristina Gulordava Gemma Boleda 151 41 0 12 Jun 2019
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 538 1,788 0 11 Jun 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Tu Vu Mohit Iyyer 110 2 0 09 Jun 2019
From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions David Marecek Rudolf Rosa 117 53 0 05 Jun 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical StudyAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Chinnadhurai Sankar Sandeep Subramanian C. Pal A. Chandar Yoshua Bengio 210 121 0 04 Jun 2019
Assessing the Ability of Self-Attention Networks to Learn Word OrderAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Baosong Yang Longyue Wang Yang Li Lidia S. Chao Zhaopeng Tu 141 32 0 03 Jun 2019
Pretraining Methods for Dialog Context Representation LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 200 84 0 02 Jun 2019
Sentence Length Gábor Borbély András Kornai 50 14 0 22 May 2019
What do you learn from context? Probing for sentence structure in contextualized word representationsInternational Conference on Learning Representations (ICLR), 2019 Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 366 910 0 15 May 2019
Correlating neural and symbolic representations of languageAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Grzegorz Chrupała Afra Alishahi NAI 145 73 0 14 May 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 189 111 0 25 Apr 2019
Evaluating the Representational Hub of Language and Vision Models Ravi Shekhar Ece Takmaz Raquel Fernández Raffaella Bernardi 130 12 0 12 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 116 3 0 11 Apr 2019
Analyzing and Interpreting Neural Networks for NLP: A Report on the First BlackboxNLP Workshop Afra Alishahi Grzegorz Chrupała Tal Linzen NAI MILM 159 67 0 05 Apr 2019
Neural Vector Conceptualization for Word Vector Space Interpretation Robert Schwarzenberg Lisa Raithel David Harbecke LLMSV VLM 98 9 0 02 Apr 2019
LINSPECTOR: Multilingual Probing Tasks for Word RepresentationsInternational Conference on Computational Logic (ICCL), 2019 Gözde Gül Sahin Clara Vania Ilia Kuznetsov Iryna Gurevych 158 45 0 22 Mar 2019
Linguistic Knowledge and Transferability of Contextual RepresentationsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 668 781 0 21 Mar 2019
Trick or TReAT: Thematic Reinforcement for Artistic TypographyInternational Conference on Innovative Computing and Cloud Computing (ICCC), 2019 Purva Tendulkar Kalpesh Krishna Ramprasaath R. Selvaraju Devi Parikh 83 15 0 19 Mar 2019
The emergence of number and syntax units in LSTM language modelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Yair Lakretz Germán Kruszewski T. Desbordes Dieuwke Hupkes S. Dehaene Marco Baroni 273 179 0 18 Mar 2019
Improving Lemmatization of Non-Standard Languages with Joint Learning Enrique Manjavacas Ákos Kádár M. Kestemont 103 49 0 16 Mar 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 266 464 0 14 Mar 2019
Still a Pain in the Neck: Evaluating Text Representations on Lexical CompositionTransactions of the Association for Computational Linguistics (TACL), 2019 Vered Shwartz Ido Dagan CoGe 171 86 0 27 Feb 2019
Discovery of Natural Language Concepts in Individual Units of CNNs Seil Na Yo Joong Choe Dong-Hyun Lee Gunhee Kim MILM 111 25 0 18 Feb 2019