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Natural Language Inference

918 directly classified papers

Papers per year

Papers

Adversarial NLI: A New Benchmark for Natural Language Understanding ACL 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries ACL 2020
CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation AAAI 2020
Towards Effective Rebuttal: Listening Comprehension Using Corpus-Wide Claim Mining ACL 2019
Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching EMNLP 2019
Posing Fair Generalization Tasks for Natural Language Inference EMNLP 2019
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains EMNLP 2019
Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues EMNLP 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019
Testing the Generalization Power of Neural Network Models across NLI Benchmarks ACL 2019
MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain. ACL 2019
Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations ACL 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019
QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships AAAI 2019
Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment AAAI 2019
Gaussian Transformer: A Lightweight Approach for Natural Language Inference AAAI 2019
Incorporating Structured Commonsense Knowledge in Story Completion AAAI 2019
Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder AAAI 2019
MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment CVPR 2019
Cooperative Learning of Disjoint Syntax and Semantics NAACL 2019
Semantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information AAAI 2019
Analyzing Compositionality-Sensitivity of NLI Models AAAI 2019
On Resolving Ambiguous Anaphoric Expressions in Imperative Discourse AAAI 2019
What if We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks AAAI 2019
DRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching AAAI 2019