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Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

5 May 2017

Douwe Kiela

Papers citing "Supervised Learning of Universal Sentence Representations from Natural Language Inference Data"

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Title
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 158 248 0 06 Sep 2019
Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs Alex Warstadt Yuning Cao Ioana Grosu Wei Peng Hagen Blix ... Jason Phang Anhad Mohananey Phu Mon Htut Paloma Jeretic Samuel R. Bowman 78 123 0 05 Sep 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References F. Böhm Yang Gao Christian M. Meyer Ori Shapira Ido Dagan Iryna Gurevych 90 107 0 03 Sep 2019
Transfer Fine-Tuning: A BERT Case Study Yuki Arase Junichi Tsujii 45 41 0 03 Sep 2019
Higher-order Comparisons of Sentence Encoder Representations Mostafa Abdou Artur Kulmizev Felix Hill D. Low Anders Søgaard 82 17 0 01 Sep 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations Mingda Chen Zewei Chu Kevin Gimpel 95 46 0 31 Aug 2019
Probing Representations Learned by Multimodal Recurrent and Transformer Models Jindrich Libovický Pranava Madhyastha 66 0 0 29 Aug 2019
Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER Peng-Hsuan Li Tsu-Jui Fu Wei-Yun Ma 71 6 0 29 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.5K 12,366 0 27 Aug 2019
Patient Knowledge Distillation for BERT Model Compression S. Sun Yu Cheng Zhe Gan Jingjing Liu 151 843 0 25 Aug 2019
Revisiting Semantic Representation and Tree Search for Similar Question Retrieval Tonglei Guo Huilin Gao 34 1 0 22 Aug 2019
Language Features Matter: Effective Language Representations for Vision-Language Tasks Andrea Burns Reuben Tan Kate Saenko Stan Sclaroff Bryan A. Plummer VLM 58 27 0 17 Aug 2019
Shallow Domain Adaptive Embeddings for Sentiment Analysis P. Sarma Yingyu Liang W. Sethares AI4CE 51 8 0 16 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 172 464 0 15 Aug 2019
Hamming Sentence Embeddings for Information Retrieval Felix Hamann N. Kurz A. Ulges 31 2 0 15 Aug 2019
DELTA: A DEep learning based Language Technology plAtform Kun Han Junwen Chen Hui Zhang Haiyang Xu Yiping Peng ... Cheng Gong Yunbo Wang Wei Zou Hui Song Xiangang Li VLM 18 10 0 02 Aug 2019
Dolphin: A Spoken Language Proficiency Assessment System for Elementary Education Wenbiao Ding Guowei Xu Tianqiao Liu Weiping Fu Y. Song Chaoyou Guo Cong Kong Songfan Yang Gale Yan Huang Zitao Liu 66 21 0 01 Aug 2019
On conducting better validation studies of automatic metrics in natural language generation evaluation Johnny Tian-Zheng Wei 49 1 0 31 Jul 2019
Machine Translation Evaluation with BERT Regressor Hiroki Shimanaka Tomoyuki Kajiwara Mamoru Komachi 87 25 0 29 Jul 2019
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering Cheng Zhang Wei-Lun Chao D. Xuan 77 51 0 28 Jul 2019
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Di Jin Zhijing Jin Qiufeng Wang Peter Szolovits SILM AAML 328 1,098 0 27 Jul 2019
Supervised and Unsupervised Neural Approaches to Text Readability Matej Martinc Senja Pollak Marko Robnik-Šikonja 99 145 0 26 Jul 2019
Happiness Entailment: Automating Suggestions for Well-Being Sara Evensen Yoshihiko Suhara A. Halevy Vivian Li W. Tan Saran Mumick 36 7 0 23 Jul 2019
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference Boyuan Pan Yazheng Yang Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 74 33 0 23 Jul 2019
EmotionX-HSU: Adopting Pre-trained BERT for Emotion Classification Li Luo Yue Wang 57 26 0 23 Jul 2019
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification Jie Zhou Xu Han Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun 108 201 0 22 Jul 2019
A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller ELM 42 3 0 19 Jul 2019
Evaluating the Utility of Document Embedding Vector Difference for Relation Learning Jingyuan Zhang Timothy Baldwin 37 4 0 18 Jul 2019
Probing Neural Network Comprehension of Natural Language Arguments Timothy Niven Hung-Yu kao AAML 158 455 0 17 Jul 2019
On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush AAML 78 71 0 09 Jul 2019
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 99 95 0 09 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 101 481 0 09 Jul 2019
Real-time Claim Detection from News Articles and Retrieval of Semantically-Similar Factchecks Ben Adler Giacomo Boscaini-Gilroy KELM 56 11 0 03 Jul 2019
Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog Natasha Jaques Asma Ghandeharioun J. Shen Craig Ferguson Àgata Lapedriza Noah J. Jones S. Gu Rosalind W. Picard OffRL 174 344 0 30 Jun 2019
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks Mihir Kale Aditya Siddhant Sreyashi Nag R. Parik Matthias Grabmair A. Tomasic SSL 64 5 0 28 Jun 2019
Classification and Clustering of Arguments with Contextualized Word Embeddings Nils Reimers Benjamin Schiller Tilman Beck Johannes Daxenberger Christian Stab Iryna Gurevych 91 171 0 24 Jun 2019
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems Asma Ghandeharioun J. Shen Natasha Jaques Craig Ferguson Noah J. Jones Àgata Lapedriza Rosalind W. Picard 94 91 0 21 Jun 2019
Learning Compressed Sentence Representations for On-Device Text Processing Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 70 23 0 19 Jun 2019
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model Jiin Nam Seunghyun Yoon Kyomin Jung LM&MA 45 3 0 19 Jun 2019
Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification Zhiquan Ye Zhenhua Ling 84 136 0 16 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 104 100 0 15 Jun 2019
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors Sotiris Kotitsas Dimitris Pappas Ion Androutsopoulos Ryan T. McDonald Marianna Apidianaki GNN 52 15 0 13 Jun 2019
Training Neural Networks for and by Interpolation Leonard Berrada Andrew Zisserman M. P. Kumar 3DH 74 63 0 13 Jun 2019
Continual and Multi-Task Architecture Search Ramakanth Pasunuru Joey Tianyi Zhou CLL 67 48 0 12 Jun 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification Tu Vu Mohit Iyyer 51 2 0 09 Jun 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning Nazneen Rajani Bryan McCann Caiming Xiong R. Socher ReLM LRM 156 567 0 06 Jun 2019
Learning to Rank for Plausible Plausibility Zhongyang Li Tongfei Chen Benjamin Van Durme 59 22 0 05 Jun 2019
Towards Lossless Encoding of Sentences Gabriele Prato Mathieu Duchesneau A. Chandar Alain Tapp 59 2 0 04 Jun 2019
Pitfalls in the Evaluation of Sentence Embeddings Steffen Eger Andreas Rucklé Iryna Gurevych ELM 70 17 0 04 Jun 2019
A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders Rohit Voleti J. Liss Visar Berisha 77 72 0 04 Jun 2019