NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning

29 May 2021

Papers citing "NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning"

24 / 24 papers shown

Title
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang Max Glockner Anderson de Rezende Rocha Iryna Gurevych LRM 97 1 0 07 Feb 2025
Dolphin: A Programmable Framework for Scalable Neurosymbolic Learning Aaditya Naik Jason Liu Claire Wang Amish Sethi Saikat Dutta Mayur Naik Eric Wong 77 2 0 04 Oct 2024
Monotonicity Marking from Universal Dependency Trees Zeming Chen Qiyue Gao 47 5 0 17 Apr 2021
Combining Event Semantics and Degree Semantics for Natural Language Inference Izumi Haruta K. Mineshima D. Bekki NAI 20 9 0 02 Nov 2020
Learning as Abduction: Trainable Natural Logic Theorem Prover for Natural Language Inference Lasha Abzianidze NAI 27 11 0 29 Oct 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 236 1,690 0 16 Mar 2020
MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity Hai Hu Qi Chen Kyle Richardson A. Mukherjee L. Moss Sandra Kübler 51 41 0 19 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 328 6,441 0 26 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.1K 12,129 0 27 Aug 2019
SenseBERT: Driving Some Sense into BERT Yoav Levine Barak Lenz Or Dagan Ori Ram Dan Padnos Or Sharir Shai Shalev-Shwartz Amnon Shashua Y. Shoham SSL 59 187 0 15 Aug 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 522 24,351 0 26 Jul 2019
Can neural networks understand monotonicity reasoning? Hitomi Yanaka K. Mineshima D. Bekki Kentaro Inui Satoshi Sekine Lasha Abzianidze Johan Bos LRM 55 80 0 15 Jun 2019
HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning Hitomi Yanaka K. Mineshima D. Bekki Kentaro Inui Satoshi Sekine Lasha Abzianidze Johan Bos 44 62 0 27 Apr 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 129 1,234 0 04 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences Max Glockner Vered Shwartz Yoav Goldberg NAI 72 365 0 06 May 2018
Acquisition of Phrase Correspondences using Natural Deduction Proofs Hitomi Yanaka K. Mineshima Pascual Martínez-Gómez D. Bekki 33 22 0 20 Apr 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 134 1,175 0 06 Mar 2018
LangPro: Natural Language Theorem Prover Lasha Abzianidze LRM 25 37 0 30 Aug 2017
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 366 1,880 0 31 Jul 2017
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching Wenpeng Yin Hinrich Schütze 36 20 0 09 Jan 2017
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 92 1,130 0 20 Sep 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 331 1,374 0 06 Jun 2016
Representing Meaning with a Combination of Logical and Distributional Models Iz Beltagy Stephen Roller Pengxiang Cheng K. Erk Raymond J. Mooney NAI 66 54 0 26 May 2015