Browse State-of-the-Art › Natural Language Inference › Papers, page 9
Natural Language Inference
Papers archive 2025-07-28
archive papers tagged: 1,961 · with a code link: 821 · where Syntology ran a sample: 209 (170 with a run with no instrument failure, 39 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (209 of 1,961 tagged: 170 with a run with no instrument failure, 39 where every run was a failure of Syntology's instrument)
Page 9 of 20: papers 801 to 900 of 1,961, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification15 Jul 2025 0 repositories listed
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ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation27 Jun 2025 0 repositories listed
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17 Jun 2025 0 repositories listed
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When Does Meaning Backfire? Investigating the Role of AMRs in NLI17 Jun 2025 0 repositories listed
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Explainable Compliance Detection with Multi-Hop Natural Language Inference on Assurance Case Structure10 Jun 2025 0 repositories listed
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CLATTER: Comprehensive Entailment Reasoning for Hallucination Detection5 Jun 2025 0 repositories listed
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Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations30 May 2025 0 repositories listed
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GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training30 May 2025 0 repositories listed
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Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model29 May 2025 0 repositories listed
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Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning26 May 2025 0 repositories listed
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S2LPP: Small-to-Large Prompt Prediction across LLMs26 May 2025 0 repositories listed
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DeFTX: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer21 May 2025 0 repositories listed
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No Gold Standard, No Problem: Reference-Free Evaluation of Taxonomies16 May 2025 0 repositories listed
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Boosting Neural Language Inference via Cascaded Interactive Reasoning10 May 2025 0 repositories listed
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Document Attribution: Examining Citation Relationships using Large Language Models9 May 2025 0 repositories listed
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Pushing the boundary on Natural Language Inference25 Apr 2025 0 repositories listed
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Grounded in Context: Retrieval-Based Method for Hallucination Detection22 Apr 2025 0 repositories listed
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SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data16 Apr 2025 0 repositories listed
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Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction11 Apr 2025 0 repositories listed
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MedHal: An Evaluation Dataset for Medical Hallucination Detection11 Apr 2025 0 repositories listed
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Negation: A Pink Elephant in the Large Language Models' Room?28 Mar 2025 0 repositories listed
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HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection25 Mar 2025 0 repositories listed
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Collaboration is all you need: LLM Assisted Safe Code Translation14 Mar 2025 0 repositories listed
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Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks12 Mar 2025 0 repositories listed
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ESNLIR: A Spanish Multi-Genre Dataset with Causal Relationships11 Mar 2025 0 repositories listed
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Giving AI Personalities Leads to More Human-Like Reasoning19 Feb 2025 0 repositories listed
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Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs13 Feb 2025 0 repositories listed
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MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing13 Feb 2025 0 repositories listed
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Neuro-Symbolic Contrastive Learning for Cross-domain Inference13 Feb 2025 0 repositories listed
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Does Training on Synthetic Data Make Models Less Robust?11 Feb 2025 0 repositories listed
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Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization10 Feb 2025 0 repositories listed
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TrustDataFilter:Leveraging Trusted Knowledge Base Data for More Effective Filtering of Unknown Information25 Jan 2025 0 repositories listed
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A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference23 Jan 2025 0 repositories listed
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Academic Case Reports Lack Diversity: Assessing the Presence and Diversity of Sociodemographic and Behavioral Factors related to Post COVID-19 Condition21 Jan 2025 0 repositories listed
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Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking18 Jan 2025 0 repositories listed
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Assessing Language Comprehension in Large Language Models Using Construction Grammar8 Jan 2025 0 repositories listed
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From Superficial Patterns to Semantic Understanding: Fine-Tuning Language Models on Contrast Sets5 Jan 2025 0 repositories listed
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HindiLLM: Large Language Model for Hindi29 Dec 2024 0 repositories listed
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In-Context Learning Distillation for Efficient Few-Shot Fine-Tuning17 Dec 2024 0 repositories listed
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Explainable Procedural Mistake Detection16 Dec 2024 0 repositories listed
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Multi-head attention debiasing and contrastive learning for mitigating Dataset Artifacts in Natural Language Inference16 Dec 2024 0 repositories listed
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12 Dec 2024 0 repositories listed
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Improving the Natural Language Inference robustness to hard dataset by data augmentation and preprocessing10 Dec 2024 0 repositories listed
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Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks28 Nov 2024 0 repositories listed
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Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models21 Nov 2024 0 repositories listed
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PatentEdits: Framing Patent Novelty as Textual Entailment20 Nov 2024 0 repositories listed
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Transformer-Based Contextualized Language Models Joint with Neural Networks for Natural Language Inference in Vietnamese20 Nov 2024 0 repositories listed
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Beyond Keywords: A Context-based Hybrid Approach to Mining Ethical Concern-related App Reviews11 Nov 2024 0 repositories listed
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Gradual Fine-Tuning with Graph Routing for Multi-Source Unsupervised Domain Adaptation11 Nov 2024 0 repositories listed
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Explaining Mixtures of Sources in News Articles7 Nov 2024 0 repositories listed
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Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output1 Nov 2024 0 repositories listed
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Teaching a Language Model to Distinguish Between Similar Details using a Small Adversarial Training Set30 Oct 2024 0 repositories listed
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Natural Language Inference Improves Compositionality in Vision-Language Models29 Oct 2024 0 repositories listed
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Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models28 Oct 2024 0 repositories listed
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SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine22 Oct 2024 0 repositories listed
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From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items18 Oct 2024 0 repositories listed
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SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning18 Oct 2024 0 repositories listed
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On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation16 Oct 2024 0 repositories listed
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ALVIN: Active Learning Via INterpolation11 Oct 2024 0 repositories listed
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Hypothesis-only Biases in Large Language Model-Elicited Natural Language Inference11 Oct 2024 0 repositories listed
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Measuring the Groundedness of Legal Question-Answering Systems11 Oct 2024 0 repositories listed
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PublicHearingBR: A Brazilian Portuguese Dataset of Public Hearing Transcripts for Summarization of Long Documents10 Oct 2024 0 repositories listed
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Reasoning with Natural Language Explanations5 Oct 2024 0 repositories listed
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Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation4 Oct 2024 0 repositories listed
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NL-Eye: Abductive NLI for Images3 Oct 2024 0 repositories listed
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How Entangled is Factuality and Deception in German?30 Sep 2024 0 repositories listed
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Evaluation of OpenAI o1: Opportunities and Challenges of AGI27 Sep 2024 0 repositories listed
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AXCEL: Automated eXplainable Consistency Evaluation using LLMs25 Sep 2024 0 repositories listed
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Using Similarity to Evaluate Factual Consistency in Summaries23 Sep 2024 0 repositories listed
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Towards Building Efficient Sentence BERT Models using Layer Pruning21 Sep 2024 0 repositories listed
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Enhancing SLM via ChatGPT and Dataset Augmentation19 Sep 2024 0 repositories listed
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Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text3 Sep 2024 0 repositories listed
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Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks?26 Aug 2024 0 repositories listed
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Instruction Finetuning for Leaderboard Generation from Empirical AI Research19 Aug 2024 0 repositories listed
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Towards a Generative Approach for Emotion Detection and Reasoning9 Aug 2024 0 repositories listed
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Explicating the Implicit: Argument Detection Beyond Sentence Boundaries8 Aug 2024 0 repositories listed
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Integrating Controllable Motion Skills from Demonstrations6 Aug 2024 0 repositories listed
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Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings5 Aug 2024 0 repositories listed
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Defining and Evaluating Decision and Composite Risk in Language Models Applied to Natural Language Inference4 Aug 2024 0 repositories listed