conftrace_
← Keywords

natural language inference

1278 papers

Explore in graph

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

Token-Context Attention for NLI: An Alternative to Self-Attention AAAI 2026
Distill and Align Decomposition for Enhanced Claim Verification EACL 2026
Large Language Models Put to the Test on Chinese Noun Compounds: Experiments on Natural Language Inference and Compound Semantics EACL 2026
A Deployed Investigative AI Search Engine for Combating Human Trafficking at Web Scale AAAI 2026
"So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis EACL 2026
Thunder-NUBench: A Benchmark for LLMs’ Sentence-Level Negation Understanding EACL 2026
The Energy of Falsehood: Detecting Hallucinations via Diffusion Model Likelihoods EACL 2026
Serbian SuperGLUE: Towards an Evaluation Benchmark for South Slavic Language Models EACL 2026
Sample-Size Scaling of the African Languages NLI Evaluation EACL 2026
Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study AAAI 2026
A Position Paper on Toxic Reasoning: Grounding Categories of Toxic Language in Implications and Attitudes EACL 2026
One Language, Three of Its Voices: Evaluating Multilingual LLMs Across Persian, Dari, and Tajiki on Translation and Understanding Tasks EACL 2026
When LLMs Annotate: Reliability Challenges in Low-Resource NLI EACL 2026
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CONLL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025
MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CONLL 2025
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025
Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025
Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales ACL 2025
CiteEval: Principle-Driven Citation Evaluation for Source Attribution ACL 2025