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Natural Language Inference

918 directly classified papers

Papers per year

Papers

Interpretation of NLP models through input marginalization EMNLP 2020
Conditional Causal Relationships between Emotions and Causes in Texts EMNLP 2020
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains EMNLP 2020
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning EMNLP 2020
tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020
Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes ACL 2020
Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference ACL 2020
Two-Step Classification using Recasted Data for Low Resource Settings AACL 2020
Contextual Modulation for Relation-Level Metaphor Identification EMNLP 2020
Violin: A Large-Scale Dataset for Video-and-Language Inference CVPR 2020
Measuring What Counts: The Case of Rumour Stance Classification AACL 2020
Towards a Task-Agnostic Model of Difficulty Estimation for Supervised Learning Tasks AACL 2020
Learning from Unlabelled Data for Clinical Semantic Textual Similarity EMNLP 2020
Detecting Entailment in Code-Mixed Hindi-English Conversations EMNLP 2020
Unsupervised Interlingual Semantic Representations from Sentence Embeddings for Zero-Shot Cross-Lingual Transfer AAAI 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks AAAI 2020
Probing Natural Language Inference Models through Semantic Fragments AAAI 2020
Generalize Sentence Representation with Self-Inference AAAI 2020
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization COLING 2020
A Report on the VarDial Evaluation Campaign 2020 COLING 2020
Improving Truthfulness of Headline Generation ACL 2020
INFOTABS: Inference on Tables as Semi-structured Data ACL 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics ACL 2020
GLUECoS: An Evaluation Benchmark for Code-Switched NLP ACL 2020