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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 11 of 20: papers 1,001 to 1,100 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.

• Targeted Data Generation: Finding and Fixing Model Weaknesses
  28 May 2023 0 repositories listed
• KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition
  26 May 2023 0 repositories listed
• Drafting Event Schemas using Language Models
  24 May 2023 0 repositories listed
• Prompting Large Language Models for Counterfactual Generation: An Empirical Study
  24 May 2023 0 repositories listed
• Evaluating and Modeling Attribution for Cross-Lingual Question Answering
  23 May 2023 0 repositories listed
• Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation
  22 May 2023 0 repositories listed
• OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing
  21 May 2023 0 repositories listed
• PDP: Parameter-free Differentiable Pruning is All You Need
  18 May 2023 0 repositories listed
• Adapting Sentence Transformers for the Aviation Domain
  16 May 2023 0 repositories listed
• SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data
  4 May 2023 0 repositories listed
• Prompting for explanations improves Adversarial NLI. Is this true? Yes it is {true} because {it weakens superficial cues}
  1 May 2023 0 repositories listed
• Compressing Sentence Representation with maximum Coding Rate Reduction
  25 Apr 2023 0 repositories listed
• Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation
  24 Apr 2023 0 repositories listed
• Interventional Probing in High Dimensions: An NLI Case Study
  20 Apr 2023 0 repositories listed
• Learning Homographic Disambiguation Representation for Neural Machine Translation
  12 Apr 2023 0 repositories listed
• ChatGPT-Crawler: Find out if ChatGPT really knows what it's talking about
  6 Apr 2023 0 repositories listed
• Zero-shot Entailment of Leaderboards for Empirical AI Research
  29 Mar 2023 0 repositories listed
• ChatGPT as a Factual Inconsistency Evaluator for Text Summarization
  27 Mar 2023 0 repositories listed
• Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization
  21 Mar 2023 0 repositories listed
• How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks
  1 Mar 2023 0 repositories listed
• PANACEA: An Automated Misinformation Detection System on COVID-19
  28 Feb 2023 0 repositories listed
• SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases
  28 Feb 2023 0 repositories listed
• Parallel Sentence-Level Explanation Generation for Real-World Low-Resource Scenarios
  21 Feb 2023 0 repositories listed
• Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE
  18 Feb 2023 0 repositories listed
• Improving the Out-Of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough
  18 Feb 2023 0 repositories listed
• "Why is this misleading?": Detecting News Headline Hallucinations with Explanations
  12 Feb 2023 0 repositories listed
• Augmenting NLP data to counter Annotation Artifacts for NLI Tasks
  9 Feb 2023 0 repositories listed
• What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories
  7 Feb 2023 0 repositories listed
• XNLI 2.0: Improving XNLI dataset and performance on Cross Lingual Understanding (XLU)
  16 Jan 2023 0 repositories listed
• Universal Multimodal Representation for Language Understanding
  9 Jan 2023 0 repositories listed
• Leveraging Semantic Representations Combined with Contextual Word Representations for Recognizing Textual Entailment in Vietnamese
  1 Jan 2023 0 repositories listed
• ImPaKT: A Dataset for Open-Schema Knowledge Base Construction
  21 Dec 2022 0 repositories listed
• OpineSum: Entailment-based self-training for abstractive opinion summarization
  21 Dec 2022 0 repositories listed
• PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition
  21 Dec 2022 0 repositories listed
• Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature
  19 Dec 2022 0 repositories listed
• MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders
  19 Dec 2022 0 repositories listed
• ALERT: Adapting Language Models to Reasoning Tasks
  16 Dec 2022 0 repositories listed
• Multi-Scales Data Augmentation Approach In Natural Language Inference For Artifacts Mitigation And Pre-Trained Model Optimization
  16 Dec 2022 0 repositories listed
• Towards Linguistically Informed Multi-Objective Pre-Training for Natural Language Inference
  14 Dec 2022 0 repositories listed
• Improving Stance Detection by Leveraging Measurement Knowledge from Social Sciences: A Case Study of Dutch Political Tweets and Traditional Gender Role Division
  13 Dec 2022 0 repositories listed
• JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset
  7 Dec 2022 0 repositories listed
• Improved Beam Search for Hallucination Mitigation in Abstractive Summarization
  6 Dec 2022 0 repositories listed
• Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
  4 Dec 2022 0 repositories listed
• Revisiting text decomposition methods for NLI-based factuality scoring of summaries
  30 Nov 2022 0 repositories listed
• Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference
  21 Nov 2022 0 repositories listed
• Bridging Fairness and Environmental Sustainability in Natural Language Processing
  8 Nov 2022 0 repositories listed
• Probing neural language models for understanding of words of estimative probability
  7 Nov 2022 0 repositories listed
• Logographic Information Aids Learning Better Representations for Natural Language Inference
  3 Nov 2022 0 repositories listed
• Two-stage LLM Fine-tuning with Less Specialization and More Generalization
  1 Nov 2022 0 repositories listed
• Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models
  28 Oct 2022 0 repositories listed
• BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification
  27 Oct 2022 0 repositories listed
• Unsupervised Knowledge Graph Construction and Event-centric Knowledge Infusion for Scientific NLI
  27 Oct 2022 0 repositories listed
• Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models
  24 Oct 2022 0 repositories listed
• Conformal Predictor for Improving Zero-shot Text Classification Efficiency
  23 Oct 2022 0 repositories listed
• Realistic Data Augmentation Framework for Enhancing Tabular Reasoning
  23 Oct 2022 0 repositories listed
• Large Language Models Can Self-Improve
  20 Oct 2022 0 repositories listed
• A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives
  19 Oct 2022 0 repositories listed
• Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language
  19 Oct 2022 0 repositories listed
• Textual Entailment Recognition with Semantic Features from Empirical Text Representation
  18 Oct 2022 0 repositories listed
• Assessing Out-of-Domain Language Model Performance from Few Examples
  13 Oct 2022 0 repositories listed
• Rethinking Annotation: Can Language Learners Contribute?
  13 Oct 2022 0 repositories listed
• Robust Unsupervised Cross-Lingual Word Embedding using Domain Flow Interpolation
  7 Oct 2022 0 repositories listed
• Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation
  4 Oct 2022 0 repositories listed
• Argument Novelty and Validity Assessment via Multitask and Transfer Learning
  1 Oct 2022 0 repositories listed
• Automatic Nominalization of Clauses
  1 Oct 2022 0 repositories listed
• DIFM:An effective deep interaction and fusion model for sentence matching
  1 Oct 2022 0 repositories listed
• Mitigating the Diminishing Effect of Elastic Weight Consolidation
  1 Oct 2022 0 repositories listed
• Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning
  1 Oct 2022 0 repositories listed
• To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning.
  1 Oct 2022 0 repositories listed
• ViNLI: A Vietnamese Corpus for Studies on Open-Domain Natural Language Inference
  1 Oct 2022 0 repositories listed
• Using contradictions improves question answering systems
  28 Sep 2022 0 repositories listed
• Can We Automate the Analysis of Online Child Sexual Exploitation Discourse?
  25 Sep 2022 0 repositories listed
• Learning to Write with Coherence From Negative Examples
  22 Sep 2022 0 repositories listed
• INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations
  2 Sep 2022 0 repositories listed
• Generating Intermediate Steps for NLI with Next-Step Supervision
  31 Aug 2022 0 repositories listed
• No means ‘No’; a non-im-proper modeling approach, with embedded speculative context
  30 Aug 2022 0 repositories listed
• Revising Image-Text Retrieval via Multi-Modal Entailment
  22 Aug 2022 0 repositories listed
• Paraphrasing, textual entailment, and semantic similarity above word level
  10 Aug 2022 0 repositories listed
• Improving Distantly Supervised Relation Extraction by Natural Language Inference
  31 Jul 2022 0 repositories listed
• Predicting Out-of-Domain Generalization with Neighborhood Invariance
  5 Jul 2022 0 repositories listed
• AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models
  1 Jul 2022 0 repositories listed
• Bilingual Tabular Inference: A Case Study on Indic Languages
  1 Jul 2022 0 repositories listed
• Improving Distantly Supervised Document-Level Relation Extraction Through Natural Language Inference
  1 Jul 2022 0 repositories listed
• Is “My Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases
  1 Jul 2022 0 repositories listed
• Learning to Generate Examples for Semantic Processing Tasks
  1 Jul 2022 0 repositories listed
• Template-based Approach to Zero-shot Intent Recognition
  22 Jun 2022 0 repositories listed
• RuArg-2022: Argument Mining Evaluation
  18 Jun 2022 0 repositories listed
• DialogueScript: Using Dialogue Agents to Produce a Script
  16 Jun 2022 0 repositories listed
• Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
  15 Jun 2022 0 repositories listed
• BaIT: Barometer for Information Trustworthiness
  15 Jun 2022 0 repositories listed
• Adversarial Text Normalization
  8 Jun 2022 0 repositories listed
• A Deep Transfer Learning Method for Cross-Lingual Natural Language Inference
  1 Jun 2022 0 repositories listed
• ‘Am I the Bad One’? Predicting the Moral Judgement of the Crowd Using Pre–trained Language Models
  1 Jun 2022 0 repositories listed
• Filtrage et régularisation pour améliorer la plausibilité des poids d’attention dans la tâche d’inférence en langue naturelle (Filtering and regularization to improve the plausibility of attention weights in NLI)
  1 Jun 2022 0 repositories listed
• Mitigating Dataset Artifacts in Natural Language Inference Through Automatic Contextual Data Augmentation and Learning Optimization
  1 Jun 2022 0 repositories listed
• Sentence Pair Embeddings Based Evaluation Metric for Abstractive and Extractive Summarization
  1 Jun 2022 0 repositories listed
• The Chinese Causative-Passive Homonymy Disambiguation: an adversarial Dataset for NLI and a Probing Task
  1 Jun 2022 0 repositories listed
• A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference
  31 May 2022 0 repositories listed
• ORCA: Interpreting Prompted Language Models via Locating Supporting Data Evidence in the Ocean of Pretraining Data
  25 May 2022 0 repositories listed
• On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization
  24 May 2022 0 repositories listed