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Natural Language Inference

680 directly classified papers

Papers per year

Papers

Developmental Negation Processing in Transformer Language Models ACL 2022
SciNLI: A Corpus for Natural Language Inference on Scientific Text ACL 2022
IMPLI: Investigating NLI Models’ Performance on Figurative Language ACL 2022
Entailment Semantics Can Be Extracted from an Ideal Language Model EMNLP 2022
It Is Not Easy To Detect Paraphrases: Analysing Semantic Similarity With Antonyms and Negation Using the New SemAntoNeg Benchmark EMNLP 2022
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation EMNLP 2022
LogiTorch: A PyTorch-based library for logical reasoning on natural language EMNLP 2022
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022
Can Transformers Reason in Fragments of Natural Language? EMNLP 2022
Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation EMNLP 2022
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference EMNLP 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation EMNLP 2022
FLUTE: Figurative Language Understanding through Textual Explanations EMNLP 2022
Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification EMNLP 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
To be or not to be an Integer? Encoding Variables for Mathematical Text ACL 2022
Improving Distantly Supervised Document-Level Relation Extraction Through Natural Language Inference NAACL 2022
Compositional Semantics and Inference System for Temporal Order based on Japanese CCG ACL 2022
Analyzing Dynamic Adversarial Training Data in the Limit ACL 2022
Unsupervised Natural Language Inference Using PHL Triplet Generation ACL 2022
uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation ACL 2022
AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models NAACL 2022
LIME: Weakly-Supervised Text Classification without Seeds COLING 2022
An MRC Framework for Semantic Role Labeling COLING 2022
Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022