Browse State-of-the-Art › Natural Language Inference › Papers, page 13

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 13 of 20: papers 1,201 to 1,300 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.

• Tailor: Generating and Perturbing Text with Semantic Controls
  17 Aug 2021 0 repositories listed
• LadRa-Net: Locally-Aware Dynamic Re-read Attention Net for Sentence Semantic Matching
  6 Aug 2021 0 repositories listed
• ExBERT: An External Knowledge Enhanced BERT for Natural Language Inference
  3 Aug 2021 0 repositories listed
• Alignment Rationale for Natural Language Inference
  1 Aug 2021 0 repositories listed
• BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables
  1 Aug 2021 0 repositories listed
• CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models
  1 Aug 2021 0 repositories listed
• Data Augmentation with Adversarial Training for Cross-Lingual NLI
  1 Aug 2021 0 repositories listed
• HILDIF: Interactive Debugging of NLI Models Using Influence Functions
  1 Aug 2021 0 repositories listed
• IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification
  1 Aug 2021 0 repositories listed
• KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference
  1 Aug 2021 0 repositories listed
• Zero-shot Event Extraction via Transfer Learning: Challenges and Insights
  1 Aug 2021 0 repositories listed
• Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer
  21 Jul 2021 0 repositories listed
• The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding
  21 Jul 2021 0 repositories listed
• Interviewer-Candidate Role Play: Towards Developing Real-World NLP Systems
  1 Jul 2021 0 repositories listed
• A Joint Training Framework for Open-World Knowledge Graph Embeddings
  22 Jun 2021 0 repositories listed
• Meaning Representation of Numeric Fused-Heads in UCCA
  4 Jun 2021 0 repositories listed
• Discovering Better Model Architectures for Medical Query Understanding
  1 Jun 2021 0 repositories listed
• DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference
  1 Jun 2021 0 repositories listed
• ERNIE-NLI: Analyzing the Impact of Domain-Specific External Knowledge on Enhanced Representations for NLI
  1 Jun 2021 0 repositories listed
• Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index
  1 Jun 2021 0 repositories listed
• ``I'm Not Mad'': Commonsense Implications of Negation and Contradiction
  1 Jun 2021 0 repositories listed
• Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization
  1 Jun 2021 0 repositories listed
• TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names
  1 Jun 2021 0 repositories listed
• Factoring Statutory Reasoning as Language Understanding Challenges
  17 May 2021 0 repositories listed
• Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues
  15 May 2021 0 repositories listed
• "Who can help me?": Knowledge Infused Matching of Support Seekers and Support Providers during COVID-19 on Reddit
  12 May 2021 0 repositories listed
• Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference
  7 May 2021 0 repositories listed
• Scalar Adjective Identification and Multilingual Ranking
  3 May 2021 0 repositories listed
• Unreasonable Effectiveness of Rule-Based Heuristics in Solving Russian SuperGLUE Tasks
  3 May 2021 0 repositories listed
• Does Putting a Linguist in the Loop Improve NLU Data Collection?
  15 Apr 2021 0 repositories listed
• "I'm Not Mad": Commonsense Implications of Negation and Contradiction
  13 Apr 2021 0 repositories listed
• A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News
  1 Apr 2021 0 repositories listed
• Cross-Lingual Transfer with MAML on Trees
  1 Apr 2021 0 repositories listed
• How Fast can BERT Learn Simple Natural Language Inference?
  1 Apr 2021 0 repositories listed
• You Can Do Better! If You Elaborate the Reason When Making Prediction
  27 Mar 2021 0 repositories listed
• Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2
  24 Mar 2021 0 repositories listed
• Unsupervised Contextual Paraphrase Generation using Lexical Control and Reinforcement Learning
  23 Mar 2021 0 repositories listed
• SILT: Efficient transformer training for inter-lingual inference
  17 Mar 2021 0 repositories listed
• Robustly Optimized and Distilled Training for Natural Language Understanding
  16 Mar 2021 0 repositories listed
• Meta-Learning with MAML on Trees
  8 Mar 2021 0 repositories listed
• Overcoming Poor Word Embeddings with Word Definitions
  5 Mar 2021 0 repositories listed
• Have Attention Heads in BERT Learned Constituency Grammar?
  16 Feb 2021 0 repositories listed
• Capturing Label Distribution: A Case Study in NLI
  13 Feb 2021 0 repositories listed
• A Note on Argumentative Topology: Circularity and Syllogisms as Unsolved Problems
  7 Feb 2021 0 repositories listed
• Does Putting a Linguist in the Loop Improve NLU Data Collection?
  2 Feb 2021 0 repositories listed
• Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks
  26 Jan 2021 0 repositories listed
• Exploring Lexical Irregularities in Hypothesis-Only Models of Natural Language Inference
  19 Jan 2021 0 repositories listed
• Attentive Tree-structured Network for Monotonicity Reasoning
  3 Jan 2021 0 repositories listed
• Data-aware Low-Rank Compression for Large NLP Models
  1 Jan 2021 0 repositories listed
• Feedforward Legendre Memory Unit
  1 Jan 2021 0 repositories listed
• Learning Contextualized Knowledge Graph Structures for Commonsense Reasoning
  1 Jan 2021 0 repositories listed
• Parameterization of Hypercomplex Multiplications
  1 Jan 2021 0 repositories listed
• Universal Sentence Representations Learning with Conditional Masked Language Model
  1 Jan 2021 0 repositories listed
• XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP
  1 Jan 2021 0 repositories listed
• CLEAR: Contrastive Learning for Sentence Representation
  31 Dec 2020 0 repositories listed
• Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks?
  30 Dec 2020 0 repositories listed
• Universal Sentence Representation Learning with Conditional Masked Language Model
  28 Dec 2020 0 repositories listed
• SG-Net: Syntax Guided Transformer for Language Representation
  27 Dec 2020 0 repositories listed
• To what extent do human explanations of model behavior align with actual model behavior?
  24 Dec 2020 0 repositories listed
• Undivided Attention: Are Intermediate Layers Necessary for BERT?
  22 Dec 2020 0 repositories listed
• Looking Beyond Short-Premise Natural Language Inference for Downstream Tasks
  4 Dec 2020 0 repositories listed
• A guide to the dataset explosion in QA, NLI, and commonsense reasoning
  1 Dec 2020 0 repositories listed
• Improving Medical NLI Using Context-Aware Domain Knowledge
  1 Dec 2020 0 repositories listed
• Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs
  1 Dec 2020 0 repositories listed
• Meta-Embeddings for Natural Language Inference and Semantic Similarity tasks
  1 Dec 2020 0 repositories listed
• News Aggregation with Diverse Viewpoint Identification Using Neural Embeddings and Semantic Understanding Models
  1 Dec 2020 0 repositories listed
• Reading Comprehension as Natural Language Inference:A Semantic Analysis
  1 Dec 2020 0 repositories listed
• SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment
  1 Dec 2020 0 repositories listed
• XplaiNLI: Explainable Natural Language Inference through Visual Analytics
  1 Dec 2020 0 repositories listed
• Attention Mechanism, Transformers, BERT, and GPT: Tutorial and Survey
  17 Nov 2020 0 repositories listed
• Medical Knowledge-enriched Textual Entailment Framework
  10 Nov 2020 0 repositories listed
• An Analysis of Natural Language Inference Benchmarks through the Lens of Negation
  1 Nov 2020 0 repositories listed
• Compositional Phrase Alignment and Beyond
  1 Nov 2020 0 repositories listed
• Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection
  1 Nov 2020 0 repositories listed
• IITP-AI-NLP-ML@ CL-SciSumm 2020, CL-LaySumm 2020, LongSumm 2020
  1 Nov 2020 0 repositories listed
• Service-oriented Text-to-SQL Parsing
  1 Nov 2020 0 repositories listed
• Aspectuality Across Genre: A Distributional Semantics Approach
  31 Oct 2020 0 repositories listed
• Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification
  30 Oct 2020 0 repositories listed
• Interpretation of NLP models through input marginalization
  27 Oct 2020 0 repositories listed
• Temporal Reasoning on Implicit Events from Distant Supervision
  24 Oct 2020 0 repositories listed
• Bilinear Fusion of Commonsense Knowledge with Attention-Based NLI Models
  22 Oct 2020 0 repositories listed
• Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction
  21 Oct 2020 0 repositories listed
• Explaining and Improving Model Behavior with k Nearest Neighbor Representations
  18 Oct 2020 0 repositories listed
• Hierarchical Multitask Learning Approach for BERT
  17 Oct 2020 0 repositories listed
• Reliable Evaluations for Natural Language Inference based on a Unified Cross-dataset Benchmark
  15 Oct 2020 0 repositories listed
• The Extraordinary Failure of Complement Coercion Crowdsourcing
  12 Oct 2020 0 repositories listed
• Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
  8 Oct 2020 0 repositories listed
• A Survey on Recognizing Textual Entailment as an NLP Evaluation
  6 Oct 2020 0 repositories listed
• Reading Comprehension as Natural Language Inference: A Semantic Analysis
  4 Oct 2020 0 repositories listed
• Case-Based Abductive Natural Language Inference
  30 Sep 2020 0 repositories listed
• Context-theoretic Semantics for Natural Language: an Algebraic Framework
  22 Sep 2020 0 repositories listed
• Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations
  19 Sep 2020 0 repositories listed
• Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks
  18 Sep 2020 0 repositories listed
• Knowledge Graphs for Multilingual Language Translation and Generation
  16 Sep 2020 0 repositories listed
• Towards Improving Selective Prediction Ability of NLP Systems
  21 Aug 2020 0 repositories listed
• Ranking Clarification Questions via Natural Language Inference
  18 Aug 2020 0 repositories listed
• Logical Semantics, Dialogical Argumentation, and Textual Entailment
  17 Aug 2020 0 repositories listed
• On Learning Universal Representations Across Languages
  31 Jul 2020 0 repositories listed
• Logic, Language, and Calculus
  6 Jul 2020 0 repositories listed
• GLUECoS: An Evaluation Benchmark for Code-Switched NLP
  1 Jul 2020 0 repositories listed