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Natural Language Inference

918 directly classified papers

Papers per year

Papers

Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance EMNLP 2021
Overcoming Poor Word Embeddings with Word Definitions IJCNLP 2021
Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference ICCV 2021
Probing Language Models for Understanding of Temporal Expressions EMNLP 2021
I Beg to Differ: A study of constructive disagreement in online conversations EACL 2021
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? ACL 2021
Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts AAAI 2021
LIREx: Augmenting Language Inference with Relevant Explanations AAAI 2021
Assessing the Generalization Capacity of Pre-trained Language Models through Japanese Adversarial Natural Language Inference EMNLP 2021
COSY: COunterfactual SYntax for Cross-Lingual Understanding ACL 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021
Neural Bi-Lexicalized PCFG Induction ACL 2021
Factoring Statutory Reasoning as Language Understanding Challenges ACL 2021
Joint Models for Answer Verification in Question Answering Systems ACL 2021
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ACL 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021
Automatic Fake News Detection: Are Models Learning to Reason? ACL 2021
Issues with Entailment-based Zero-shot Text Classification ACL 2021
Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021
Cross-lingual Evidence Improves Monolingual Fake News Detection ACL 2021
BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables ACL 2021
GX at SemEval-2021 Task 2: BERT with Lemma Information for MCL-WiC Task ACL 2021
PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation ACL 2021
NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning ACL 2021
Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference ACL 2021