Reasoning about Entailment with Neural Attention

22 September 2015

Papers citing "Reasoning about Entailment with Neural Attention"

50 / 116 papers shown

Title
Are We Paying Attention to Her? Investigating Gender Disambiguation and Attention in Machine Translation Chiara Manna Afra Alishahi Frédéric Blain Eva Vanmassenhove 27 0 0 13 May 2025
A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference Duc Hau Nguyen Duc Hau Nguyen Pascale Sébillot 60 5 0 23 Jan 2025
Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach Xuyao Feng Anthony Hunter 29 2 0 02 May 2024
Toward Connecting Speech Acts and Search Actions in Conversational Search Tasks Souvick Ghosh Satanu Ghosh C. Shah 25 2 0 08 May 2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases Santosh T.Y.S.S O. Ichim Matthias Grabmair AILaw 32 17 0 01 Feb 2023
Paraphrase Identification with Deep Learning: A Review of Datasets and Methods Chao Zhou Cheng Qiu Daniel Ernesto Acuna 37 25 0 13 Dec 2022
Neural Controller Synthesis for Signal Temporal Logic Specifications Using Encoder-Decoder Structured Networks Wataru Hashimoto Kazumune Hashimoto M. Kishida S. Takai 37 1 0 10 Dec 2022
Learning to Select from Multiple Options Jiangshu Du Wenpeng Yin Congying Xia Philip S. Yu 40 7 0 01 Dec 2022
Validating Large Language Models with ReLM Michael Kuchnik Virginia Smith George Amvrosiadis 36 27 0 21 Nov 2022
AlignVE: Visual Entailment Recognition Based on Alignment Relations Biwei Cao Jiuxin Cao Jie Gui Jiayun Shen Bo Liu Lei He Yuan Yan Tang James T. Kwok 26 7 0 16 Nov 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 31 82 0 13 Oct 2022
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning Tao Yang Jinghao Deng Xiaojun Quan Qifan Wang Shaoliang Nie 32 3 0 12 Oct 2022
Classical Sequence Match is a Competitive Few-Shot One-Class Learner Mengting Hu H. Gao Yinhao Bai Mingming Liu 8 0 0 14 Sep 2022
FaceTopoNet: Facial Expression Recognition using Face Topology Learning Mojtaba Kolahdouzi Alireza Sepas-Moghaddam Ali Etemad 3DH CVBM 27 7 0 13 Sep 2022
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models Daniel Gao Yantao Jia Lei Li Chengzhen Fu Zhicheng Dou Hao Jiang Xinyu Zhang Lei Chen Bo Zhao KELM 22 8 0 28 Feb 2022
Face Trees for Expression Recognition Mojtaba Kolahdouzi Alireza Sepas-Moghaddam Ali Etemad CVBM 25 8 0 05 Dec 2021
WikiContradiction: Detecting Self-Contradiction Articles on Wikipedia Cheng-Mao Hsu Cheng-Te Li Diego Sáez-Trumper Yi-Zhan Hsu SSL 24 13 0 16 Nov 2021
Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization Panjie Qi E. Sha Qingfeng Zhuge Hongwu Peng Shaoyi Huang Zhenglun Kong Yuhong Song Bingbing Li 11 50 0 19 Oct 2021
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation Jian Guan Zhuoer Feng Yamei Chen Ru He Xiaoxi Mao Changjie Fan Minlie Huang 39 32 0 30 Aug 2021
Are the Multilingual Models Better? Improving Czech Sentiment with Transformers Pavel Přibáň J. Steinberger 36 11 0 24 Aug 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 56 95 0 01 Jul 2021
Transfer-based adaptive tree for multimodal sentiment analysis based on user latent aspects Sana Rahmani Saeid Hosseini R. Zall M. Kangavari Sara Kamran Wenlan Hua 25 22 0 27 Jun 2021
Context-Aware Interaction Network for Question Matching Zhe Hu Zuohui Fu Yue Yin Gerard de Melo 22 14 0 17 Apr 2021
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning Chih-Yao Chen Cheng-Te Li 29 94 0 10 Apr 2021
Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations Ying Lin H. Wang Jiangning Chen Tong Wang Yue Liu Heng Ji Yang Liu Premkumar Natarajan 26 10 0 06 Apr 2021
Dodrio: Exploring Transformer Models with Interactive Visualization Zijie J. Wang Robert Turko Duen Horng Chau 40 35 0 26 Mar 2021
View-Invariant Gait Recognition with Attentive Recurrent Learning of Partial Representations Alireza Sepas-Moghaddam Ali Etemad CVBM 48 45 0 18 Oct 2020
Explaining Deep Neural Networks Oana-Maria Camburu XAI FAtt 33 26 0 04 Oct 2020
XTE: Explainable Text Entailment V. S. Silva André Freitas Siegfried Handschuh 33 6 0 25 Sep 2020
Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport Kyle Swanson L. Yu Tao Lei OT 29 37 0 27 May 2020
Learning Robust Models for e-Commerce Product Search Thanh V. Nguyen Nikhil S. Rao Karthik Subbian CML NoLa OOD 24 20 0 07 May 2020
Quantifying Attention Flow in Transformers Samira Abnar Willem H. Zuidema 60 778 0 02 May 2020
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction Gideon Maillette de Buy Wenniger Thomas van Dongen Eleri Aedmaa H. T. Kruitbosch E. Valentijn Lambert Schomaker 22 20 0 30 Apr 2020
Sequential Interpretability: Methods, Applications, and Future Direction for Understanding Deep Learning Models in the Context of Sequential Data B. Shickel Parisa Rashidi AI4TS 33 17 0 27 Apr 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 225 146 0 16 Mar 2020
A $^3$ : Accelerating Attention Mechanisms in Neural Networks with Approximation Tae Jun Ham Sungjun Jung Seonghak Kim Young H. Oh Yeonhong Park ... Jung-Hun Park Sanghee Lee Kyoung Park Jae W. Lee D. Jeong 24 213 0 22 Feb 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 27 7 0 20 Jan 2020
Towards Deep Federated Defenses Against Malware in Cloud Ecosystems Josh Payne A. Kundu FedML 23 10 0 27 Dec 2019
Two-Headed Monster And Crossed Co-Attention Networks Yaoyiran Li Jing Jiang 24 0 0 10 Nov 2019
Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Adversarial Domain Adaptation Manirupa Das Zhen Wang Evan Jaffe Madhuja Chattopadhyay Eric Fosler-Lussier R. Ramnath AAML 34 2 0 18 Oct 2019
STANCY: Stance Classification Based on Consistency Cues Kashyap Popat Subhabrata Mukherjee Andrew Yates Gerhard Weikum 11 41 0 14 Oct 2019
BERT for Evidence Retrieval and Claim Verification Shrishti Saha Shetu Christof Monz E. Mabande RALM 23 120 0 07 Oct 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 17 21 0 01 Aug 2019
TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition M. Bishay Georgios Zoumpourlis Ioannis Patras ViT 27 155 0 21 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 27 94 0 09 Jul 2019
Analyzing the Structure of Attention in a Transformer Language Model Jesse Vig Yonatan Belinkov 30 357 0 07 Jun 2019
Do Human Rationales Improve Machine Explanations? Julia Strout Ye Zhang Raymond J. Mooney 19 57 0 31 May 2019
Threshold-Based Retrieval and Textual Entailment Detection on Legal Bar Exam Questions Sabine Wehnert Sayed Anisul Hoque W. Fenske G. Saake ELM AILaw 17 14 0 30 May 2019
A Lightweight Recurrent Network for Sequence Modeling Biao Zhang Rico Sennrich 27 7 0 30 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 19 102 0 21 May 2019