A large annotated corpus for learning natural language inference

21 August 2015

Samuel R. Bowman

Gabor Angeli

Christopher Potts

Christopher D. Manning

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Papers citing "A large annotated corpus for learning natural language inference"

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Title
Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task Valeriya Slovikovskaya 24 41 0 31 Oct 2019
Harnessing the linguistic signal to predict scalar inferences Sebastian Schuster Yuxing Chen Judith Degen 27 33 0 31 Oct 2019
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Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets Ohad Rozen Vered Shwartz Roee Aharoni Ido Dagan AAML 24 37 0 21 Oct 2019
Discovering the Compositional Structure of Vector Representations with Role Learning Networks Paul Soulos R. Thomas McCoy Tal Linzen P. Smolensky CoGe 31 43 0 21 Oct 2019
Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes Yujia Qin Fanchao Qi Sicong Ouyang Zhiyuan Liu Cheng Yang Yasheng Wang Qun Liu Maosong Sun 28 5 0 20 Oct 2019
Universal Text Representation from BERT: An Empirical Study Xiaofei Ma Zhiguo Wang Patrick Ng Ramesh Nallapati Bing Xiang OOD 24 66 0 17 Oct 2019
BERT for Evidence Retrieval and Claim Verification Shrishti Saha Shetu Christof Monz E. Mabande RALM 23 120 0 07 Oct 2019
Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods Oana-Maria Camburu Eleonora Giunchiglia Jakob N. Foerster Thomas Lukasiewicz Phil Blunsom FAtt AAML 34 60 0 04 Oct 2019
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik Eduard H. Hovy Zachary Chase Lipton CML 28 562 0 26 Sep 2019
On Model Stability as a Function of Random Seed Pranava Madhyastha Dhruv Batra 45 62 0 23 Sep 2019
Text Length Adaptation in Sentiment Classification Reinald Kim Amplayo Seonjae Lim Seung-won Hwang VLM 37 5 0 18 Sep 2019
Improving Natural Language Inference with a Pretrained Parser D. Pang Lucy H. Lin Noah A. Smith 27 14 0 18 Sep 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 167 134 0 17 Sep 2019
Probing Natural Language Inference Models through Semantic Fragments Kyle Richardson Hai Hu L. Moss Ashish Sabharwal 24 148 0 16 Sep 2019
A Bayesian Approach to Direct and Inverse Abstract Argumentation Problems Hiroyuki Kido B. Liao AAML 25 5 0 10 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 59 243 0 06 Sep 2019
Semantics-aware BERT for Language Understanding Zhuosheng Zhang Yuwei Wu Zhao Hai Z. Li Shuailiang Zhang Xi Zhou Xiang Zhou 26 365 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 38 106 0 03 Sep 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text Bohan Li Junxian He Graham Neubig Taylor Berg-Kirkpatrick Yiming Yang DRL 16 70 0 02 Sep 2019
A Logic-Driven Framework for Consistency of Neural Models Tao Li Vivek Gupta Maitrey Mehta Vivek Srikumar AI4CE 34 101 0 31 Aug 2019
Autoregressive Text Generation Beyond Feedback Loops Florian Schmidt Stephan Mandt Thomas Hofmann AI4TS 20 14 0 30 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 120 11,840 0 27 Aug 2019
On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression Genta Indra Winata Andrea Madotto Jamin Shin Elham J. Barezi Pascale Fung 27 28 0 27 Aug 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 42 37 0 22 Aug 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 250 321 0 21 Aug 2019
Similarity Learning for Authorship Verification in Social Media Benedikt T. Boenninghoff R. M. Nickel Steffen Zeiler D. Kolossa 33 43 0 20 Aug 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP Eric Wallace Shi Feng Nikhil Kandpal Matt Gardner Sameer Singh AAML SILM 60 844 0 20 Aug 2019
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites Alexey Tikhonov Viacheslav Shibaev Aleksander Nagaev Aigul Nugmanova Ivan P. Yamshchikov 31 37 0 19 Aug 2019
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models Zhiquan Ye Qian Chen Wen Wang Zhenhua Ling 27 68 0 19 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 32 201 0 16 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 91 895 0 16 Aug 2019
Reasoning Over Paragraph Effects in Situations Kevin Lin Oyvind Tafjord Peter Clark Matt Gardner 36 115 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 25 452 0 15 Aug 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 44 210 0 14 Aug 2019
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Oren Barkan Noam Razin Itzik Malkiel Ori Katz Avi Caciularu Noam Koenigstein FedML 44 37 0 14 Aug 2019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Wei Wang Bin Bi Ming Yan Chen Henry Wu Zuyi Bao Jiangnan Xia Liwei Peng Luo Si 31 260 0 13 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 30 599 0 31 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 228 24,020 0 26 Jul 2019
DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks Zehui Lin Pengfei Liu Luyao Huang Junkun Chen Xipeng Qiu Xuanjing Huang 3DPC 16 44 0 25 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 35 133 0 22 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 24 198 0 22 Jul 2019
Probing Neural Network Comprehension of Natural Language Arguments Timothy Niven Hung-Yu kao AAML 45 453 0 17 Jul 2019
Fake News Detection as Natural Language Inference Kai-Chou Yang Timothy Niven Hung-Yu kao 18 36 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 45 70 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 32 94 0 09 Jul 2019
Machine Learning Testing: Survey, Landscapes and Horizons Jie M. Zhang Mark Harman Lei Ma Yang Liu VLM AILaw 44 742 0 19 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 18 22 0 19 Jun 2019