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"

50 / 872 papers shown

Title
Towards Robustifying NLI Models Against Lexical Dataset Biases Xiang Zhou Joey Tianyi Zhou 31 57 0 10 May 2020
Probing Linguistic Systematicity Emily Goodwin Koustuv Sinha Timothy J. O'Donnell 98 58 0 08 May 2020
Crossing Variational Autoencoders for Answer Retrieval Wenhao Yu Lingfei Wu Qingkai Zeng S. Tao Yu Deng Meng Jiang DRL RALM OOD BDL 22 15 0 06 May 2020
Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang Mounica Maddela Wuwei Lan Yang Zhong Wenyuan Xu 28 157 0 05 May 2020
From Arguments to Key Points: Towards Automatic Argument Summarization Roy Bar-Haim Lilach Eden Roni Friedman Yoav Kantor Dan Lahav Noam Slonim 8 99 0 04 May 2020
Improving Aspect-Level Sentiment Analysis with Aspect Extraction Navonil Majumder Rishabh Bhardwaj Soujanya Poria Amir Zadeh Alexander Gelbukh Amir Hussain Louis-Philippe Morency 16 30 0 03 May 2020
Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance? Abhilasha Ravichander Yonatan Belinkov Eduard H. Hovy 39 123 0 02 May 2020
KLEJ: Comprehensive Benchmark for Polish Language Understanding Piotr Rybak Robert Mroczkowski Janusz Tracz Ireneusz Gawlik ELM 27 82 0 01 May 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation Koustuv Sinha Prasanna Parthasarathi Jasmine Wang Ryan J. Lowe William L. Hamilton Joelle Pineau OffRL 31 84 0 01 May 2020
Sparse, Dense, and Attentional Representations for Text Retrieval Y. Luan Jacob Eisenstein Kristina Toutanova M. Collins 41 395 0 01 May 2020
Why and when should you pool? Analyzing Pooling in Recurrent Architectures Pratyush Maini Keshav Kolluru Danish Pruthi Mausam 34 6 0 01 May 2020
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering Wenhan Xiong Hong Wang Wenjie Wang RALM 31 17 0 30 Apr 2020
Improving Factual Consistency Between a Response and Persona Facts Mohsen Mesgar Edwin Simpson Iryna Gurevych HILM 46 6 0 30 Apr 2020
Word Rotator's Distance Sho Yokoi Ryo Takahashi Reina Akama Jun Suzuki Kentaro Inui OT 9 57 0 30 Apr 2020
TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP John X. Morris Eli Lifland Jin Yong Yoo J. E. Grigsby Di Jin Yanjun Qi SILM 33 69 0 29 Apr 2020
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference Jingfei Du Myle Ott Haoran Li Xing Zhou Veselin Stoyanov AI4CE 14 10 0 29 Apr 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 41 12 0 29 Apr 2020
Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness Reina Akama Sho Yokoi Jun Suzuki Kentaro Inui 24 0 0 29 Apr 2020
Knowledgeable Dialogue Reading Comprehension on Key Turns Junlong Li Zhuosheng Zhang Hai Zhao 37 1 0 29 Apr 2020
BURT: BERT-inspired Universal Representation from Twin Structure Yian Li Hai Zhao 24 0 0 29 Apr 2020
Scheduled DropHead: A Regularization Method for Transformer Models Wangchunshu Zhou Tao Ge Ke Xu Furu Wei Ming Zhou 28 36 0 28 Apr 2020
SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations X. Kong Varun Gangal Eduard H. Hovy 14 8 0 27 Apr 2020
Intelligent Translation Memory Matching and Retrieval with Sentence Encoders Tharindu Ranasinghe Constantin Orasan R. Mitkov 24 9 0 27 Apr 2020
New Protocols and Negative Results for Textual Entailment Data Collection Samuel R. Bowman J. Palomaki Livio Baldini Soares Emily Pitler 25 7 0 24 Apr 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 42 1,000 0 21 Apr 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training Joe Stacey Pasquale Minervini Haim Dubossarsky Sebastian Riedel Tim Rocktaschel AI4CE 28 8 0 16 Apr 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 27 535 0 15 Apr 2020
Imitation Learning for Fashion Style Based on Hierarchical Multimodal Representation Shizhu Liu Shanglin Yang Hui Zhou GAN 10 1 0 13 Apr 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Siddhant Garg Rohit Kumar Sharma Yingyu Liang 36 4 0 10 Apr 2020
Windowing Models for Abstractive Summarization of Long Texts Leon Schüller Florian Wilhelm Nico Kreiling Goran Glavaš 8 3 0 07 Apr 2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Jiyeon Ham Yo Joong Choe Kyubyong Park Ilji Choi Hyungjoon Soh 27 78 0 07 Apr 2020
Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Paloma Jeretic Alex Warstadt Suvrat Bhooshan Adina Williams ReLM AI4CE 31 109 0 07 Apr 2020
Generating Rationales in Visual Question Answering Hammad A. Ayyubi Md. Mehrab Tanjim Julian McAuley G. Cottrell LRM 22 5 0 04 Apr 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 27 263 0 31 Mar 2020
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles Malte Ostendorff Terry Ruas M. Schubotz Georg Rehm Bela Gipp 24 26 0 22 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 225 146 0 16 Mar 2020
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale Data Matthew Shardlow Michael Cooper Marcos Zampieri 20 79 0 16 Mar 2020
Local Contextual Attention with Hierarchical Structure for Dialogue Act Recognition Zhigang Dai Jinhua Fu Qile Zhu Hengbin Cui Xiaolong Li Yuan Qi 29 11 0 12 Mar 2020
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings Xunjie Zhu Gerard de Melo NAI 24 12 0 09 Mar 2020
HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 56 23 0 05 Mar 2020
Claim Check-Worthiness Detection as Positive Unlabelled Learning Dustin Wright Isabelle Augenstein 27 6 0 05 Mar 2020
Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification Hsin-Ping Huang Junyi Jessy Li 17 8 0 04 Mar 2020
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation Xiaocheng Feng Yawei Sun Bing Qin Heng Gong Yibo Sun Wei Bi Xiaojiang Liu Ting Liu 22 5 0 24 Feb 2020
Efficient Sentence Embedding via Semantic Subspace Analysis Bin Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo 30 10 0 22 Feb 2020
On the impressive performance of randomly weighted encoders in summarization tasks Jonathan Pilault Jaehong Park C. Pal BDL 36 5 0 21 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 21 5 0 20 Feb 2020
Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims Kevin Meng Damian Jimenez Fatma Arslan J. Devasier Daniel Obembe Chengkai Li 26 16 0 18 Feb 2020
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models Bin Wang C.-C. Jay Kuo 14 153 0 16 Feb 2020
TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient Retrieval Wenhao Lu Jian Jiao Ruofei Zhang 21 50 0 14 Feb 2020
Keyphrase Extraction with Span-based Feature Representations Funan Mu Zhenting Yu Lifeng Wang Yequan Wang Qingyu Yin Yibo Sun Liqun Liu Teng Ma Jing Tang Xing Zhou 34 17 0 13 Feb 2020