A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

18 April 2017

Papers citing "A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference"

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Title
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation Bichen Wu Rui Cheng Peizhao Zhang Tianren Gao Peter Vajda Joseph E. Gonzalez VLM 34 45 0 17 Dec 2021
PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers Michael Stephen Saxon Xinyi Wang Wenda Xu William Yang Wang 34 8 0 16 Dec 2021
An Empirical Investigation of the Role of Pre-training in Lifelong Learning Sanket Vaibhav Mehta Darshan Patil Sarath Chandar Emma Strubell CLL 52 141 0 16 Dec 2021
QuALITY: Question Answering with Long Input Texts, Yes! Richard Yuanzhe Pang Alicia Parrish Nitish Joshi Nikita Nangia Jason Phang ... Vishakh Padmakumar Johnny Ma Jana Thompson He He Sam Bowman RALM 41 144 0 16 Dec 2021
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge R. Reddy Sai Chetan Chinthakindi Zhenhailong Wang Yi R. Fung Kathryn Conger ... Martha Palmer Preslav Nakov Eduard H. Hovy Kevin Small Heng Ji VLM 32 28 0 16 Dec 2021
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri Chien-Sheng Wu Wenhao Liu Caiming Xiong HILM 42 213 0 16 Dec 2021
Is "My Favorite New Movie" My Favorite Movie? Probing the Understanding of Recursive Noun Phrases Qing Lyu Hua Zheng Daoxin Li Li Zhang Marianna Apidianaki Chris Callison-Burch 29 4 0 15 Dec 2021
Decomposing Natural Logic Inferences in Neural NLI Julia Rozanova Deborah Ferreira Marco Valentino Mokanrarangan Thayaparan André Freitas NAI LRM 20 4 0 15 Dec 2021
KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation Xin Liu Dayiheng Liu Baosong Yang Haibo Zhang Junwei Ding Wenqing Yao Weihua Luo Haiying Zhang Jinsong Su LRM 32 8 0 15 Dec 2021
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena Letitia Parcalabescu Michele Cafagna Lilitta Muradjan Anette Frank Iacer Calixto Albert Gatt CoGe 39 112 0 14 Dec 2021
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression Runxin Xu Fuli Luo Chengyu Wang Baobao Chang Jun Huang Songfang Huang Fei Huang VLM 34 25 0 14 Dec 2021
A Puzzle-Based Dataset for Natural Language Inference Roxana Szomiu Adrian Groza 34 9 0 10 Dec 2021
Pruning Pretrained Encoders with a Multitask Objective Patrick Xia Richard Shin 52 0 0 10 Dec 2021
Analysis and Prediction of NLP Models Via Task Embeddings Damien Sileo Marie-Francine Moens 24 3 0 10 Dec 2021
Predicting Physical World Destinations for Commands Given to Self-Driving Cars Dusan Grujicic Thierry Deruyttere Marie-Francine Moens Matthew Blaschko OOD 32 6 0 10 Dec 2021
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 46 78 0 09 Dec 2021
FLAVA: A Foundational Language And Vision Alignment Model Amanpreet Singh Ronghang Hu Vedanuj Goswami Guillaume Couairon Wojciech Galuba Marcus Rohrbach Douwe Kiela CLIP VLM 42 695 0 08 Dec 2021
VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction Dan Li Yang Yang Hongyin Tang Jingang Wang Tong Xu Wei Wu Enhong Chen 32 8 0 08 Dec 2021
The Effect of Model Size on Worst-Group Generalization Alan Pham Eunice Chan V. Srivatsa Dhruba Ghosh Yaoqing Yang Yaodong Yu Ruiqi Zhong Joseph E. Gonzalez Jacob Steinhardt 25 5 0 08 Dec 2021
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 174 86 0 06 Dec 2021
LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI Ishan Tarunesh Somak Aditya Monojit Choudhury ELM LRM 31 4 0 04 Dec 2021
Probing Linguistic Information For Logical Inference In Pre-trained Language Models Zeming Chen Qiyue Gao 41 8 0 03 Dec 2021
Towards More Robust Natural Language Understanding Xinliang Frederick Zhang 35 2 0 01 Dec 2021
Interactive Model with Structural Loss for Language-based Abductive Reasoning Linhao Li Ming Xu Yongfeng Dong Xin Li Ao Wang 51 2 0 01 Dec 2021
Understanding Out-of-distribution: A Perspective of Data Dynamics Dyah Adila Dongyeop Kang 45 12 0 29 Nov 2021
Near-Zero-Shot Suggestion Mining with a Little Help from WordNet Anton M. Alekseev E. Tutubalina Sejeong Kwon Sergey I. Nikolenko 31 2 0 25 Nov 2021
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning V. Aribandi Yi Tay Tal Schuster J. Rao H. Zheng ... Jianmo Ni Jai Gupta Kai Hui Sebastian Ruder Donald Metzler MoE 46 215 0 22 Nov 2021
Can depth-adaptive BERT perform better on binary classification tasks Jing Fan Xin Zhang Sheng Zhang Yan Pan Lixiang Guo MQ 25 0 0 22 Nov 2021
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling Zhanpeng Zeng Yunyang Xiong Sathya Ravi Shailesh Acharya G. Fung Vikas Singh 40 19 0 18 Nov 2021
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Pengcheng He Jianfeng Gao Weizhu Chen 74 1,143 0 18 Nov 2021
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst HILM 40 384 0 18 Nov 2021
Interpreting Language Models Through Knowledge Graph Extraction Vinitra Swamy Angelika Romanou Martin Jaggi 43 20 0 16 Nov 2021
WikiContradiction: Detecting Self-Contradiction Articles on Wikipedia Cheng-Mao Hsu Cheng-Te Li Diego Sáez-Trumper Yi-Zhan Hsu SSL 33 13 0 16 Nov 2021
Few-Shot Self-Rationalization with Natural Language Prompts Ana Marasović Iz Beltagy Doug Downey Matthew E. Peters LRM 44 108 0 16 Nov 2021
Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair Jason Phang Angelica Chen William Huang Samuel R. Bowman AAML 33 13 0 16 Nov 2021
A Practical guide on Explainable AI Techniques applied on Biomedical use case applications Adrien Bennetot Ivan Donadello Ayoub El Qadi M. Dragoni Thomas Frossard ... M. Trocan Raja Chatila Andreas Holzinger Artur Garcez Natalia Díaz Rodríguez XAI 39 7 0 13 Nov 2021
Extracting and filtering paraphrases by bridging natural language inference and paraphrasing Matej Klemen Marko Robnik-Šikonja 11 2 0 13 Nov 2021
On Transferability of Prompt Tuning for Natural Language Processing Yusheng Su Xiaozhi Wang Yujia Qin Chi-Min Chan Yankai Lin ... Peng Li Juanzi Li Lei Hou Maosong Sun Jie Zhou AAML VLM 34 102 0 12 Nov 2021
Variation and generality in encoding of syntactic anomaly information in sentence embeddings Qinxuan Wu Allyson Ettinger 25 2 0 12 Nov 2021
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding Qianying Liu Fei Cheng Sadao Kurohashi 22 1 0 10 Nov 2021
Prune Once for All: Sparse Pre-Trained Language Models Ofir Zafrir Ariel Larey Guy Boudoukh Haihao Shen Moshe Wasserblat VLM 39 83 0 10 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 88 83 0 08 Nov 2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods Ruibin Xiong Yimeng Chen Liang Pang Xueqi Chen Yanyan Lan 21 21 0 07 Nov 2021
How does a Pre-Trained Transformer Integrate Contextual Keywords? Application to Humanitarian Computing Valentin Barrière Guillaume Jacquet 19 1 0 07 Nov 2021
The Curious Layperson: Fine-Grained Image Recognition without Expert Labels Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi VLM 43 9 0 05 Nov 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Wei Ping Chejian Xu Shuohang Wang Zhe Gan Yu Cheng Jianfeng Gao Ahmed Hassan Awadallah Yangqiu Song VLM ELM AAML 38 215 0 04 Nov 2021
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding Subhabrata Mukherjee Xiaodong Liu Guoqing Zheng Saghar Hosseini Hao Cheng Greg Yang Christopher Meek Ahmed Hassan Awadallah Jianfeng Gao ELM 38 11 0 04 Nov 2021
BERT-DRE: BERT with Deep Recursive Encoder for Natural Language Sentence Matching Ehsan Tavan A. Rahmati M. Najafi Saeed Bibak Zahed Rahmati 46 5 0 03 Nov 2021
OpenPrompt: An Open-source Framework for Prompt-learning Ning Ding Shengding Hu Weilin Zhao Yulin Chen Zhiyuan Liu Haitao Zheng Maosong Sun VLM LLMAG 37 288 0 03 Nov 2021
Detecting Logical Relation In Contract Clauses Alexandre Yukio Ichida Felipe Meneguzzi 21 0 0 02 Nov 2021