Annotation Artifacts in Natural Language Inference Data

6 March 2018

Papers citing "Annotation Artifacts in Natural Language Inference Data"

33 / 783 papers shown

Title
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 23 1,349 0 13 Sep 2018
Assessing Composition in Sentence Vector Representations Allyson Ettinger Ahmed Elgohary C. Phillips Philip Resnik CoGe 20 78 0 11 Sep 2018
Transforming Question Answering Datasets Into Natural Language Inference Datasets Dorottya Demszky Kelvin Guu Percy Liang 20 158 0 09 Sep 2018
Interpreting Neural Networks With Nearest Neighbors Eric Wallace Shi Feng Jordan L. Boyd-Graber AAML FAtt MILM 20 53 0 08 Sep 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering Todor Mihaylov Peter Clark Tushar Khot Ashish Sabharwal 40 1,410 0 08 Sep 2018
What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks Haohan Wang Da-You Sun Eric Xing 30 42 0 07 Sep 2018
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question Answering Eric Wallace Pedro Rodriguez Shi Feng Ikuya Yamada Jordan L. Boyd-Graber AAML 23 18 0 07 Sep 2018
Semantic Matching Against a Corpus: New Applications and Methods Lucy H. Lin Scott B. Miles Noah A. Smith 14 2 0 28 Aug 2018
What Makes Reading Comprehension Questions Easier? Saku Sugawara Kentaro Inui Satoshi Sekine Akiko Aizawa 31 117 0 28 Aug 2018
Bridging Knowledge Gaps in Neural Entailment via Symbolic Models Dongyeop Kang Tushar Khot Ashish Sabharwal Peter Clark 10 4 0 28 Aug 2018
Sentence Embeddings in NLI with Iterative Refinement Encoders Aarne Talman Anssi Yli-Jyrä Jörg Tiedemann AI4TS 27 41 0 27 Aug 2018
Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge Pasquale Minervini Sebastian Riedel AAML NAI GAN 18 118 0 26 Aug 2018
Lessons from Natural Language Inference in the Clinical Domain Alexey Romanov Chaitanya P. Shivade LM&MA 21 264 0 21 Aug 2018
Lexicosyntactic Inference in Neural Models Aaron Steven White Rachel Rudinger Kyle Rawlins Benjamin Van Durme 17 37 0 19 Aug 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 36 705 0 16 Aug 2018
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik Zachary Chase Lipton ELM 39 231 0 14 Aug 2018
Grounded Textual Entailment H. Vu Claudio Greco A. Erofeeva Somayeh Jafaritazehjan Guido M. Linders Marc Tanti A. Testoni Raffaella Bernardi Albert Gatt 21 29 0 14 Jun 2018
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering Wuwei Lan Wei Xu 20 121 0 12 Jun 2018
Stress Test Evaluation for Natural Language Inference Aakanksha Naik Abhilasha Ravichander Norman M. Sadeh Carolyn Rose Graham Neubig ELM 36 371 0 02 Jun 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? Volkan Cirik Louis-Philippe Morency Taylor Berg-Kirkpatrick 34 63 0 30 May 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples Dongyeop Kang Tushar Khot Ashish Sabharwal Eduard H. Hovy GAN 22 84 0 12 May 2018
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences Max Glockner Vered Shwartz Yoav Goldberg NAI 36 365 0 06 May 2018
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 192 576 0 02 May 2018
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions Wenpeng Yin Hinrich Schütze Dan Roth 19 24 0 24 Apr 2018
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation Adam Poliak Aparajita Haldar Rachel Rudinger J. E. Hu Ellie Pavlick Aaron Steven White Benjamin Van Durme AI4CE 28 0 0 23 Apr 2018
Pathologies of Neural Models Make Interpretations Difficult Shi Feng Eric Wallace Alvin Grissom II Mohit Iyyer Pedro Rodriguez Jordan L. Boyd-Graber AAML FAtt 18 317 0 20 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 304 6,996 0 20 Apr 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 43 2,324 0 14 Mar 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure Ke M. Tran Arianna Bisazza Christof Monz 40 150 0 09 Mar 2018
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 33 41 0 02 Oct 2017
Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs Jean Maillard S. Clark Dani Yogatama 34 87 0 25 May 2017
Soft Label Memorization-Generalization for Natural Language Inference John P. Lalor Hao Wu Hong-ye Yu 16 8 0 27 Feb 2017
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 213 1,367 0 06 Jun 2016