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Natural Language Inference

680 directly classified papers

Papers per year

Papers

A Logic-Driven Framework for Consistency of Neural Models IJCNLP 2019
Saarland at MRP 2019: Compositional parsing across all graphbanks CONLL 2019
Evaluating BERT for natural language inference: A case study on the CommitmentBank IJCNLP 2019
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs IJCNLP 2019
Linking artificial and human neural representations of language IJCNLP 2019
How well do NLI models capture verb veridicality? EMNLP 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP 2019
Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching EMNLP 2019
Extract and Aggregate: A Novel Domain-Independent Approach to Factual Data Verification EMNLP 2019
When data permutations are pathological: the case of neural natural language inference EMNLP 2018
Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference COLING 2018
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification EMNLP 2018
Stress Test Evaluation for Natural Language Inference COLING 2018
e-SNLI: Natural Language Inference with Natural Language Explanations NIPS 2018
Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation EMNLP 2018
An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols NAACL 2018
Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study EMNLP 2018
InferLite: Simple Universal Sentence Representations from Natural Language Inference Data EMNLP 2018
Learning Semantic Textual Similarity from Conversations ACL 2018
GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task SEMEVAL 2018
XNLI: Evaluating Cross-lingual Sentence Representations EMNLP 2018
CSReader at SemEval-2018 Task 11: Multiple Choice Question Answering as Textual Entailment SEMEVAL 2018
Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge CONLL 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling IJCAI 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018