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natural language inference

1278 papers

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Also known as

NLI

Co-occurring keywords

text classification (6776) large language model (12755) question answering (2904) textual entailment (241) transfer learning (5442) zero-shot learning (3637) semantic analysis (785) language model (4573) evidence retrieval (229) few-shot learning (3390)

Papers

Joint Models for Answer Verification in Question Answering Systems ACL 2021
Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification ACL 2021
Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction IJCNLP 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI IJCNLP 2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer IJCNLP 2021
HILDIF: Interactive Debugging of NLI Models Using Influence Functions IJCNLP 2021
Issues with Entailment-based Zero-shot Text Classification IJCNLP 2021
Unified Dual-view Cognitive Model for Interpretable Claim Verification IJCNLP 2021
Multi-facet Universal Schema EACL 2021
SPECTRA: Sparse Structured Text Rationalization EMNLP 2021
Reanalyzing the Most Probable Sentence Problem: A Case Study in Explicating the Role of Entropy in Algorithmic Complexity EACL 2021
Exploring Transitivity in Neural NLI Models through Veridicality EACL 2021
How Fast can BERT Learn Simple Natural Language Inference? EACL 2021
Open Aspect Target Sentiment Classification with Natural Language Prompts EMNLP 2021
Pre-training Universal Language Representation ACL 2021
Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021
Structural Pre-training for Dialogue Comprehension ACL 2021
Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching EMNLP 2021
Automatic Fake News Detection: Are Models Learning to Reason? ACL 2021
COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic ACL 2021
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference EMNLP 2021
Fine-grained Factual Consistency Assessment for Abstractive Summarization Models EMNLP 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining IJCNLP 2021
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain IJCNLP 2021
Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021