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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

A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs CONLL 2021
“I’m Not Mad”: Commonsense Implications of Negation and Contradiction NAACL 2021
Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity IJCNLP 2021
Identifying inherent disagreement in natural language inference NAACL 2021
Overcoming Poor Word Embeddings with Word Definitions IJCNLP 2021
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation IJCNLP 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining ACL 2021
Causal Abstractions of Neural Networks NIPS 2021
Joint Summarization-Entailment Optimization for Consumer Health Question Understanding NAACL 2021
ERNIE-NLI: Analyzing the Impact of Domain-Specific External Knowledge on Enhanced Representations for NLI NAACL 2021
IRM—when it works and when it doesn't: A test case of natural language inference NIPS 2021
Are we there yet? Exploring clinical domain knowledge of BERT models NAACL 2021
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling IJCNLP 2021
Scalar Adjective Identification and Multilingual Ranking NAACL 2021
Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization NAACL 2021
DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference NAACL 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence NAACL 2021
Alignment Rationale for Natural Language Inference IJCNLP 2021
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema EMNLP 2021
Learning Task Sampling Policy for Multitask Learning EMNLP 2021
Zero-pronoun Data Augmentation for Japanese-to-English Translation ACL 2021
Refining Targeted Syntactic Evaluation of Language Models NAACL 2021
Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts AAAI 2021
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer EMNLP 2021
Neural Re-rankers for Evidence Retrieval in the FEVEROUS Task EMNLP 2021