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natural language inference

1278 papers

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Also known as

NLI

Co-occurring keywords

text classification (6776) large language model (12755) question answering (2904) textual entailment (241) transfer learning (5442) zero-shot learning (3637) semantic analysis (785) language model (4573) evidence retrieval (229) few-shot learning (3390)

Papers

AlignScore: Evaluating Factual Consistency with A Unified Alignment Function ACL 2023
Explaining Interactions Between Text Spans EMNLP 2023
SETI: Systematicity Evaluation of Textual Inference ACL 2023
Not all quantifiers are equal: Probing Transformer-based language models’ understanding of generalised quantifiers EMNLP 2023
ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness EMNLP 2023
TLM: Token-Level Masking for Transformers EMNLP 2023
Using contradictions improves question answering systems ACL 2023
Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data ACL 2023
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data ACL 2023
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports ACL 2023
I2R at SemEval-2023 Task 7: Explanations-driven Ensemble Approach for Natural Language Inference over Clinical Trial Data ACL 2023
Quintilian at SemEval-2023 Task 4: Grouped BERT for Multi-Label Classification ACL 2023
HW-TSC at SemEval-2023 Task 7: Exploring the Natural Language Inference Capabilities of ChatGPT and Pre-trained Language Model for Clinical Trial ACL 2023
Exploring the Boundaries of GPT-4 in Radiology EMNLP 2023
FII SMART at SemEval 2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data ACL 2023
Jamp: Controlled Japanese Temporal Inference Dataset for Evaluating Generalization Capacity of Language Models ACL 2023
Interventional Probing in High Dimensions: An NLI Case Study EACL 2023
Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023
With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness ACL 2023
When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs) ACL 2023
Unsupervised Explanation Generation via Correct Instantiations AAAI 2023
A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification ACL 2023
Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements EMNLP 2023
Fast and Accurate Factual Inconsistency Detection Over Long Documents EMNLP 2023
Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification using Natural Language Inference ACL 2023