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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 14 of 20: papers 1,301 to 1,400 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.

• Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference
  1 Jul 2020 0 repositories listed
• Similarity and Farness Based Bidirectional Neural Co-Attention for Amharic Natural Language Inference
  1 Jul 2020 0 repositories listed
• ``Who said it, and Why?'' Provenance for Natural Language Claims
  1 Jul 2020 0 repositories listed
• Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences
  1 Jul 2020 0 repositories listed
• Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling
  28 Jun 2020 0 repositories listed
• Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data
  15 Jun 2020 0 repositories listed
• How does Punctuation Affect Neural Models in Natural Language Inference
  1 Jun 2020 0 repositories listed
• Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models
  29 May 2020 0 repositories listed
• Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders
  29 May 2020 0 repositories listed
• Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks
  18 May 2020 0 repositories listed
• CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task
  17 May 2020 0 repositories listed
• Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?
  2 May 2020 0 repositories listed
• AIA-BDE: A Corpus of FAQs in Portuguese and their Variations
  1 May 2020 0 repositories listed
• Decomposing and Comparing Meaning Relations: Paraphrasing, Textual Entailment, Contradiction, and Specificity
  1 May 2020 0 repositories listed
• Discourse Component to Sentence (DC2S): An Efficient Human-Aided Construction of Paraphrase and Sentence Similarity Dataset
  1 May 2020 0 repositories listed
• Improving the Precision of Natural Textual Entailment Problem Datasets
  1 May 2020 0 repositories listed
• Japanese Realistic Textual Entailment Corpus
  1 May 2020 0 repositories listed
• Mandarinograd: A Chinese Collection of Winograd Schemas
  1 May 2020 0 repositories listed
• SAPPHIRE: Simple Aligner for Phrasal Paraphrase with Hierarchical Representation
  1 May 2020 0 repositories listed
• Towards the Necessity for Debiasing Natural Language Inference Datasets
  1 May 2020 0 repositories listed
• Towards Verified Robustness under Text Deletion Interventions
  1 May 2020 0 repositories listed
• BURT: BERT-inspired Universal Representation from Twin Structure
  29 Apr 2020 0 repositories listed
• UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP
  28 Apr 2020 0 repositories listed
• Semantics-Aware Inferential Network for Natural Language Understanding
  28 Apr 2020 0 repositories listed
• GLUECoS : An Evaluation Benchmark for Code-Switched NLP
  26 Apr 2020 0 repositories listed
• Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision
  20 Apr 2020 0 repositories listed
• A New Dataset for Natural Language Inference from Code-mixed Conversations
  10 Apr 2020 0 repositories listed
• Locality Preserving Loss: Neighbors that Live together, Align together
  7 Apr 2020 0 repositories listed
• TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding
  16 Mar 2020 0 repositories listed
• Matching Text with Deep Mutual Information Estimation
  9 Mar 2020 0 repositories listed
• HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference
  5 Mar 2020 0 repositories listed
• Quantized Neural Network Inference with Precision Batching
  26 Feb 2020 0 repositories listed
• Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks
  14 Feb 2020 0 repositories listed
• TextNAS: A Neural Architecture Search Space tailored for Text Representation
  23 Dec 2019 0 repositories listed
• Cross-Lingual Ability of Multilingual BERT: An Empirical Study
  17 Dec 2019 0 repositories listed
• Collecting Entailment Data for Pretraining: New Protocols and Negative Results
  10 Dec 2019 0 repositories listed
• Unsupervised Transfer Learning via BERT Neuron Selection
  10 Dec 2019 0 repositories listed
• Adversarial Analysis of Natural Language Inference Systems
  7 Dec 2019 0 repositories listed
• Compositional De-Attention Networks
  1 Dec 2019 0 repositories listed
• Semi-supervised Visual Feature Integration for Pre-trained Language Models
  1 Dec 2019 0 repositories listed
• Paraphrasing Verbs for Noun Compound Interpretation
  20 Nov 2019 0 repositories listed
• Increasing Robustness to Spurious Correlations using Forgettable Examples
  10 Nov 2019 0 repositories listed
• Multi-Perspective Inferrer: Reasoning Sentences Relationship from Holistic Perspective
  9 Nov 2019 0 repositories listed
• What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning
  8 Nov 2019 0 repositories listed
• Probing Contextualized Sentence Representations with Visual Awareness
  7 Nov 2019 0 repositories listed
• Path-Based Contextualization of Knowledge Graphs for Textual Entailment
  5 Nov 2019 0 repositories listed
• Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks
  5 Nov 2019 0 repositories listed
• Posing Fair Generalization Tasks for Natural Language Inference
  3 Nov 2019 0 repositories listed
• A Comparative Analysis of Unsupervised Language Adaptation Methods
  1 Nov 2019 0 repositories listed
• Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching
  1 Nov 2019 0 repositories listed
• Asynchronous Deep Interaction Network for Natural Language Inference
  1 Nov 2019 0 repositories listed
• Evaluating BERT for natural language inference: A case study on the CommitmentBank
  1 Nov 2019 0 repositories listed
• Extractive NarrativeQA with Heuristic Pre-Training
  1 Nov 2019 0 repositories listed
• Fine-tune BERT with Sparse Self-Attention Mechanism
  1 Nov 2019 0 repositories listed
• How well do NLI models capture verb veridicality?
  1 Nov 2019 0 repositories listed
• IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis
  1 Nov 2019 0 repositories listed
• Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling
  1 Nov 2019 0 repositories listed
• Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching
  1 Nov 2019 0 repositories listed
• A memory enhanced LSTM for modeling complex temporal dependencies
  25 Oct 2019 0 repositories listed
• Universal Text Representation from BERT: An Empirical Study
  17 Oct 2019 0 repositories listed
• Meemi: A Simple Method for Post-processing and Integrating Cross-lingual Word Embeddings
  16 Oct 2019 0 repositories listed
• Unsupervised Question Answering for Fact-Checking
  16 Oct 2019 0 repositories listed
• In Search for Linear Relations in Sentence Embedding Spaces
  8 Oct 2019 0 repositories listed
• Visually grounded generation of entailments from premises
  1 Oct 2019 0 repositories listed
• Learning Entailment-Based Sentence Embeddings from Natural Language Inference
  25 Sep 2019 0 repositories listed
• Robust Natural Language Representation Learning for Natural Language Inference by Projecting Superficial Words out
  25 Sep 2019 0 repositories listed
• XD: Cross-lingual Knowledge Distillation for Polyglot Sentence Embeddings
  25 Sep 2019 0 repositories listed
• Visuallly Grounded Generation of Entailments from Premises
  21 Sep 2019 0 repositories listed
• On the Importance of Delexicalization for Fact Verification
  21 Sep 2019 0 repositories listed
• Improving Generalization by Incorporating Coverage in Natural Language Inference
  19 Sep 2019 0 repositories listed
• Subword ELMo
  18 Sep 2019 0 repositories listed
• Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
  12 Sep 2019 0 repositories listed
• Mitigating Annotation Artifacts in Natural Language Inference Datasets to Improve Cross-dataset Generalization Ability
  10 Sep 2019 0 repositories listed
• Uncertain Natural Language Inference
  6 Sep 2019 0 repositories listed
• Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks
  3 Sep 2019 0 repositories listed
• A Wide-Coverage Symbolic Natural Language Inference System
  1 Sep 2019 0 repositories listed
• EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks
  1 Sep 2019 0 repositories listed
• Exploiting Open IE for Deriving Multiple Premises Entailment Corpus
  1 Sep 2019 0 repositories listed
• Validation of Facts Against Textual Sources
  1 Sep 2019 0 repositories listed
• Knowledge Enhanced Attention for Robust Natural Language Inference
  31 Aug 2019 0 repositories listed
• Measuring Patent Claim Generation by Span Relevancy
  26 Aug 2019 0 repositories listed
• GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level
  20 Aug 2019 0 repositories listed
• Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models
  19 Aug 2019 0 repositories listed
• SenseBERT: Driving Some Sense into BERT
  15 Aug 2019 0 repositories listed
• Reasoning-Driven Question-Answering for Natural Language Understanding
  14 Aug 2019 0 repositories listed
• StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding
  13 Aug 2019 0 repositories listed
• ANU-CSIRO at MEDIQA 2019: Question Answering Using Deep Contextual Knowledge
  1 Aug 2019 0 repositories listed
• ARS_NITK at MEDIQA 2019:Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System
  1 Aug 2019 0 repositories listed
• KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI
  1 Aug 2019 0 repositories listed
• LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition
  1 Aug 2019 0 repositories listed
• MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain.
  1 Aug 2019 0 repositories listed
• NCUEE at MEDIQA 2019: Medical Text Inference Using Ensemble BERT-BiLSTM-Attention Model
  1 Aug 2019 0 repositories listed
• Saama Research at MEDIQA 2019: Pre-trained BioBERT with Attention Visualisation for Medical Natural Language Inference
  1 Aug 2019 0 repositories listed
• Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment
  1 Aug 2019 0 repositories listed
• UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain
  1 Aug 2019 0 repositories listed
• Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations
  23 Jul 2019 0 repositories listed
• UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference
  9 Jul 2019 0 repositories listed
• A Study of the Effect of Resolving Negation and Sentiment Analysis in Recognizing Text Entailment for Arabic
  5 Jul 2019 0 repositories listed
• Answer Extraction for Why Arabic Questions Answering Systems: EWAQ
  4 Jul 2019 0 repositories listed
• Deep Neural Model Inspection and Comparison via Functional Neuron Pathways
  1 Jul 2019 0 repositories listed