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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 12 of 20: papers 1,101 to 1,200 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.

• Policy Compliance Detection via Expression Tree Inference
  24 May 2022 0 repositories listed
• Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions
  23 May 2022 0 repositories listed
• Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration
  21 May 2022 0 repositories listed
• Lifting the Curse of Multilinguality by Pre-training Modular Transformers
  12 May 2022 0 repositories listed
• Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims
  5 May 2022 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
• Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?
  3 May 2022 0 repositories listed
• Semantic Diversity in Dialogue with Natural Language Inference
  3 May 2022 0 repositories listed
• Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference
  1 May 2022 0 repositories listed
• ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer
  1 May 2022 0 repositories listed
• Clustering Examples in Multi-Dataset Benchmarks with Item Response Theory
  1 May 2022 0 repositories listed
• Document Retrieval and Claim Verification to Mitigate COVID-19 Misinformation
  1 May 2022 0 repositories listed
• Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models
  1 May 2022 0 repositories listed
• PARADISE”:" Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining
  1 May 2022 0 repositories listed
• To be or not to be an Integer? Encoding Variables for Mathematical Text
  1 May 2022 0 repositories listed
• Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning
  1 May 2022 0 repositories listed
• XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference
  1 May 2022 0 repositories listed
• Adaptable Text Matching via Meta-Weight Regulator
  27 Apr 2022 0 repositories listed
• Anti-Asian Hate Speech Detection via Data Augmented Semantic Relation Inference
  14 Apr 2022 0 repositories listed
• VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension
  22 Mar 2022 0 repositories listed
• DEIM: An effective deep encoding and interaction model for sentence matching
  20 Mar 2022 0 repositories listed
• Entailment Relation Aware Paraphrase Generation
  20 Mar 2022 0 repositories listed
• Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure
  16 Mar 2022 0 repositories listed
• Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness
  15 Mar 2022 0 repositories listed
• On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency
  14 Mar 2022 0 repositories listed
• A Survey of Adversarial Defences and Robustness in NLP
  12 Mar 2022 0 repositories listed
• Compliance Checking with NLI: Privacy Policies vs. Regulations
  1 Mar 2022 0 repositories listed
• Novelty Detection: A Perspective from Natural Language Processing
  1 Mar 2022 0 repositories listed
• AdaPrompt: Adaptive Model Training for Prompt-based NLP
  10 Feb 2022 0 repositories listed
• Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals
  7 Feb 2022 0 repositories listed
• Zero-Shot Aspect-Based Sentiment Analysis
  4 Feb 2022 0 repositories listed
• GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records
  2 Feb 2022 0 repositories listed
• Pair-Level Supervised Contrastive Learning for Natural Language Inference
  26 Jan 2022 0 repositories listed
• Uncovering More Shallow Heuristics: Probing the Natural Language Inference Capacities of Transformer-Based Pre-Trained Language Models Using Syllogistic Patterns
  19 Jan 2022 0 repositories listed
• DISTRIBUTIONALLY ROBUST NEURAL NETWORKS FOR GROUP SHIFTS ON THE IMPORTANCE OF REGULARIZATION FOR WORST-CASE GENERALIZATION
  17 Jan 2022 0 repositories listed
• A Multilingual Perspective Towards the Evaluation of Attribution Methods
  16 Jan 2022 0 repositories listed
• Balanced Adversarial Training: Balancing Tradeoffs Between Oversensitivity and Undersensitivity in NLP Models
  16 Jan 2022 0 repositories listed
• DialogueScore: Evaluating Responses in Task-Oriented Dialogue
  16 Jan 2022 0 repositories listed
• Do Prompt-Based Models Really Understand the Meaning of Their Prompts?
  16 Jan 2022 0 repositories listed
• Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization
  16 Jan 2022 0 repositories listed
• Framework for Weakly Supervised Causal Knowledge Extraction from Text
  16 Jan 2022 0 repositories listed
• IMPLI: Investigatng NLI Models' Performance on Figurative Language
  16 Jan 2022 0 repositories listed
• LawngNLI: a multigranular, long-premise NLI benchmark for evaluating models’ in-domain generalization from short to long contexts
  16 Jan 2022 0 repositories listed
• MetaICL: Learning to Learn In Context
  16 Jan 2022 0 repositories listed
• On Measuring Social Biases in Prompt-Based Learning
  16 Jan 2022 0 repositories listed
• Practical Dataless Text Classification Through Dense Retrieval
  16 Jan 2022 0 repositories listed
• Recognizing semantic relation in sentence pairs using Tree-RNNs and Typed dependencies
  13 Jan 2022 0 repositories listed
• Explaining Predictive Uncertainty by Looking Back at Model Explanations
  11 Jan 2022 0 repositories listed
• Polish Natural Language Inference and Factivity -- an Expert-based Dataset and Benchmarks
  10 Jan 2022 0 repositories listed
• New Methods & Metrics for LFQA tasks
  26 Dec 2021 0 repositories listed
• Analysis and Mitigation of Dataset Artifacts in OpenAI GPT-3
  19 Dec 2021 0 repositories listed
• PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers
  16 Dec 2021 0 repositories listed
• LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI
  4 Dec 2021 0 repositories listed
• DRONE: Data-aware Low-rank Compression for Large NLP Models
  1 Dec 2021 0 repositories listed
• Interactive Model with Structural Loss for Language-based Abductive Reasoning
  1 Dec 2021 0 repositories listed
• IRM---when it works and when it doesn't: A test case of natural language inference
  1 Dec 2021 0 repositories listed
• A Deep Generative XAI Framework for Natural Language Inference Explanations Generation
  16 Nov 2021 0 repositories listed
• A Generative Approach for Mitigating Structural Biases in Natural Language Inference
  16 Nov 2021 0 repositories listed
• BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla
  16 Nov 2021 0 repositories listed
• Can Explanations Be Useful for Calibrating Black Box Models?
  16 Nov 2021 0 repositories listed
• Can Pre-trained Models Really Generate Single-Step Textual Entailment?
  16 Nov 2021 0 repositories listed
• Causal Transformers: Improving the Robustness on Spurious Correlations
  16 Nov 2021 0 repositories listed
• Do Current Natural Language Inference Models Truly Understand Sentences? Insights from Simple Sentences
  16 Nov 2021 0 repositories listed
• Entailment Graph Learning with Textual Entailment and Soft Transitivity
  16 Nov 2021 0 repositories listed
• Exploring the Influence of Dialog Input Format for Unsupervised Clinical Questionnaire Filling
  16 Nov 2021 0 repositories listed
• Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets
  16 Nov 2021 0 repositories listed
• Lifting the Curse of Multilinguality by Pre-training Modular Transformers
  16 Nov 2021 0 repositories listed
• Persian Natural Language Inference: A Meta-learning approach
  16 Nov 2021 0 repositories listed
• Prompt-Learning for Fine-Grained Entity Typing
  16 Nov 2021 0 repositories listed
• Textual Entailment with Dynamic Contrastive Learning for Zero-shot NER
  16 Nov 2021 0 repositories listed
• Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding
  10 Nov 2021 0 repositories listed
• BERT-DRE: BERT with Deep Recursive Encoder for Natural Language Sentence Matching
  3 Nov 2021 0 repositories listed
• SERC: Syntactic and Semantic Sequence based Event Relation Classification
  3 Nov 2021 0 repositories listed
• Detecting Logical Relation In Contract Clauses
  2 Nov 2021 0 repositories listed
• A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach
  1 Nov 2021 0 repositories listed
• An in-depth look at Euclidean disk embeddings for structure preserving parsing
  1 Nov 2021 0 repositories listed
• Automatic Fact-Checking with Document-level Annotations using BERT and Multiple Instance Learning
  1 Nov 2021 0 repositories listed
• Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label
  1 Nov 2021 0 repositories listed
• Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference
  1 Nov 2021 0 repositories listed
• Language Clustering for Multilingual Named Entity Recognition
  1 Nov 2021 0 repositories listed
• Natural Language Inference using Neural Network and Tableau Method
  1 Nov 2021 0 repositories listed
• Paraphrasing Compound Nominalizations
  1 Nov 2021 0 repositories listed
• Q^{2}: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering
  1 Nov 2021 0 repositories listed
• Talking with the Theorem Prover to Interactively Solve Natural Language Inference
  1 Nov 2021 0 repositories listed
• FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference
  27 Oct 2021 0 repositories listed
• DialogueScript: Using Dialogue Agents to Produce a Script
  16 Oct 2021 0 repositories listed
• FarFetched: An Entity-centric Approach for Reasoning on Textually Represented Environments
  16 Oct 2021 0 repositories listed
• Few-Shot Learning with Siamese Networks and Label Tuning
  16 Oct 2021 0 repositories listed
• IMPLI: Investigating NLI Models' Performance on Figurative Language
  16 Oct 2021 0 repositories listed
• Learning-based Memetic Algorithm for Hard-label Textual Attack
  16 Oct 2021 0 repositories listed
• Practical Benefits of Feature Feedback Under Distribution Shift
  14 Oct 2021 0 repositories listed
• Curriculum Discovery through an Encompassing Curriculum Learning Framework
  29 Sep 2021 0 repositories listed
• Logic Pre-Training of Language Models
  29 Sep 2021 0 repositories listed
• Marked Attribute Bias in Natural Language Inference
  28 Sep 2021 0 repositories listed
• Language Models as a Knowledge Source for Cognitive Agents
  17 Sep 2021 0 repositories listed
• Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding
  14 Sep 2021 0 repositories listed
• Graph-based Retrieval for Claim Verification over Cross-Document Evidence
  13 Sep 2021 0 repositories listed
• Cross-Policy Compliance Detection via Question Answering
  8 Sep 2021 0 repositories listed
• Unsupervised Pre-training with Structured Knowledge for Improving Natural Language Inference
  8 Sep 2021 0 repositories listed
• Siamese Networks for Inference in Malayalam Language Texts
  1 Sep 2021 0 repositories listed
• Prompt-Learning for Fine-Grained Entity Typing
  24 Aug 2021 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.