Browse State-of-the-Art › Natural Language Inference › Papers, page 10
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 10 of 20: papers 901 to 1,000 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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Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning30 Jul 2024 0 repositories listed
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Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service22 Jul 2024 0 repositories listed
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GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Framework15 Jul 2024 0 repositories listed
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Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks2 Jul 2024 0 repositories listed
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Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs29 Jun 2024 0 repositories listed
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Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion27 Jun 2024 0 repositories listed
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ViANLI: Adversarial Natural Language Inference for Vietnamese25 Jun 2024 0 repositories listed
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Exploring Factual Entailment with NLI: A News Media Study24 Jun 2024 0 repositories listed
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Hyperbolic sentence representations for solving Textual Entailment15 Jun 2024 0 repositories listed
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Paraphrasing in Affirmative Terms Improves Negation Understanding11 Jun 2024 0 repositories listed
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Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges11 Jun 2024 0 repositories listed
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Sexism Detection on a Data Diet7 Jun 2024 0 repositories listed
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Effective Context Selection in LLM-based Leaderboard Generation: An Empirical Study6 Jun 2024 0 repositories listed
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IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models5 Jun 2024 0 repositories listed
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An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraints3 Jun 2024 0 repositories listed
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Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction31 May 2024 0 repositories listed
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Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation22 May 2024 0 repositories listed
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Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference21 May 2024 0 repositories listed
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Designing NLP Systems That Adapt to Diverse Worldviews18 May 2024 0 repositories listed
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Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness13 May 2024 0 repositories listed
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Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation2 May 2024 0 repositories listed
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Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach2 May 2024 0 repositories listed
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DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training1 May 2024 0 repositories listed
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FactCheck Editor: Multilingual Text Editor with End-to-End fact-checking30 Apr 2024 0 repositories listed
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Lessons from the Use of Natural Language Inference (NLI) in Requirements Engineering Tasks24 Apr 2024 0 repositories listed
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Marking: Visual Grading with Highlighting Errors and Annotating Missing Bits22 Apr 2024 0 repositories listed
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Explanation based Bias Decoupling Regularization for Natural Language Inference20 Apr 2024 0 repositories listed
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How often are errors in natural language reasoning due to paraphrastic variability?17 Apr 2024 0 repositories listed
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DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness14 Apr 2024 0 repositories listed
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SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials7 Apr 2024 0 repositories listed
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A Morphology-Based Investigation of Positional Encodings6 Apr 2024 0 repositories listed
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SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials5 Apr 2024 0 repositories listed
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A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference3 Apr 2024 0 repositories listed
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Evaluating Large Language Models Using Contrast Sets: An Experimental Approach2 Apr 2024 0 repositories listed
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Ukrainian Texts Classification: Exploration of Cross-lingual Knowledge Transfer Approaches2 Apr 2024 0 repositories listed
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FACTOID: FACtual enTailment fOr hallucInation Detection28 Mar 2024 0 repositories listed
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Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications26 Mar 2024 0 repositories listed
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Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs26 Mar 2024 0 repositories listed
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Ontology Completion with Natural Language Inference and Concept Embeddings: An Analysis25 Mar 2024 0 repositories listed
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Dermacen Analytica: A Novel Methodology Integrating Multi-Modal Large Language Models with Machine Learning in tele-dermatology21 Mar 2024 0 repositories listed
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Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator19 Mar 2024 0 repositories listed
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SIFiD: Reassess Summary Factual Inconsistency Detection with LLM12 Mar 2024 0 repositories listed
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Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity8 Mar 2024 0 repositories listed
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VLSP 2023 -- LTER: A Summary of the Challenge on Legal Textual Entailment Recognition6 Mar 2024 0 repositories listed
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MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection1 Mar 2024 0 repositories listed
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NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models28 Feb 2024 0 repositories listed
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Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic22 Feb 2024 0 repositories listed
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Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy20 Feb 2024 0 repositories listed
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A synthetic data approach for domain generalization of NLI models19 Feb 2024 0 repositories listed
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Comparing Hallucination Detection Metrics for Multilingual Generation16 Feb 2024 0 repositories listed
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Strong hallucinations from negation and how to fix them16 Feb 2024 0 repositories listed
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EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion15 Feb 2024 0 repositories listed
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15 Feb 2024 0 repositories listed
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FaBERT: Pre-training BERT on Persian Blogs9 Feb 2024 0 repositories listed
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English Prompts are Better for NLI-based Zero-Shot Emotion Classification than Target-Language Prompts5 Feb 2024 0 repositories listed
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Using Natural Language Inference to Improve Persona Extraction from Dialogue in a New Domain12 Jan 2024 0 repositories listed
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Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing31 Dec 2023 0 repositories listed
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Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs21 Dec 2023 0 repositories listed
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Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs19 Dec 2023 0 repositories listed
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Large language models in healthcare and medical domain: A review12 Dec 2023 0 repositories listed
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Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need11 Dec 2023 0 repositories listed
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The ICL Consistency Test8 Dec 2023 0 repositories listed
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A Generic NLI approach for Classification of Sentiment Associated with Therapies28 Nov 2023 0 repositories listed
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Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs16 Nov 2023 0 repositories listed
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Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals16 Nov 2023 0 repositories listed
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Formal Proofs as Structured Explanations: Proposing Several Tasks on Explainable Natural Language Inference15 Nov 2023 0 repositories listed
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Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval5 Nov 2023 0 repositories listed
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Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data3 Nov 2023 0 repositories listed
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3 Nov 2023 0 repositories listed
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SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes27 Oct 2023 0 repositories listed
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Exploring the Boundaries of GPT-4 in Radiology23 Oct 2023 0 repositories listed
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Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules21 Oct 2023 0 repositories listed
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Eliminating Reasoning via Inferring with Planning: A New Framework to Guide LLMs' Non-linear Thinking18 Oct 2023 0 repositories listed
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Experimenting AI Technologies for Disinformation Combat: the IDMO Project17 Oct 2023 0 repositories listed
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Calibrating Likelihoods towards Consistency in Summarization Models12 Oct 2023 0 repositories listed
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Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization10 Oct 2023 0 repositories listed
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A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores5 Oct 2023 0 repositories listed
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BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP22 Sep 2023 0 repositories listed
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Rethinking STS and NLI in Large Language Models16 Sep 2023 0 repositories listed
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Comparative Analysis of Contextual Relation Extraction based on Deep Learning Models13 Sep 2023 0 repositories listed
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Black-Box Analysis: GPTs Across Time in Legal Textual Entailment Task11 Sep 2023 0 repositories listed
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EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets9 Sep 2023 0 repositories listed
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LanSER: Language-Model Supported Speech Emotion Recognition7 Sep 2023 0 repositories listed
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A deep Natural Language Inference predictor without language-specific training data6 Sep 2023 0 repositories listed
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Exploiting Language Models as a Source of Knowledge for Cognitive Agents5 Sep 2023 0 repositories listed
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Towards Controllable Natural Language Inference through Lexical Inference Types7 Aug 2023 0 repositories listed
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Improving Domain-Specific Retrieval by NLI Fine-Tuning6 Aug 2023 0 repositories listed
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An Overview Of Temporal Commonsense Reasoning and Acquisition28 Jul 2023 0 repositories listed
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ARC-NLP at PAN 2023: Transition-Focused Natural Language Inference for Writing Style Detection27 Jul 2023 0 repositories listed
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Improving Zero-shot Relation Classification via Automatically-acquired Entailment Templates13 Jul 2023 0 repositories listed
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NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic6 Jul 2023 0 repositories listed
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Evaluating Paraphrastic Robustness in Textual Entailment Models29 Jun 2023 0 repositories listed
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No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference16 Jun 2023 0 repositories listed
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Pushing the Limits of ChatGPT on NLP Tasks16 Jun 2023 0 repositories listed
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FLamE: Few-shot Learning from Natural Language Explanations13 Jun 2023 0 repositories listed
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NOWJ at COLIEE 2023 -- Multi-Task and Ensemble Approaches in Legal Information Processing8 Jun 2023 0 repositories listed
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Analysis of the Fed's communication by using textual entailment model of Zero-Shot classification7 Jun 2023 0 repositories listed
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Stubborn Lexical Bias in Data and Models3 Jun 2023 0 repositories listed
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Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback31 May 2023 0 repositories listed
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What does the Failure to Reason with "Respectively" in Zero/Few-Shot Settings Tell Us about Language Models?31 May 2023 0 repositories listed