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

Natural Language Understanding

Papers archive 2025-07-28

archive papers tagged: 1,978 · with a code link: 809 · where Syntology ran a sample: 185 (155 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (185 of 1,978 tagged: 155 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument)

Page 13 of 20: papers 1,201 to 1,300 of 1,978, 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.

• How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks
  1 Mar 2023 0 repositories listed
• Understanding Natural Language Understanding Systems. A Critical Analysis
  1 Mar 2023 0 repositories listed
• Few-shot Multimodal Multitask Multilingual Learning
  19 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
• Scalable Prompt Generation for Semi-supervised Learning with Language Models
  18 Feb 2023 0 repositories listed
• Role of Bias Terms in Dot-Product Attention
  16 Feb 2023 0 repositories listed
• EvoText: Enhancing Natural Language Generation Models via Self-Escalation Learning for Up-to-Date Knowledge and Improved Performance
  8 Feb 2023 0 repositories listed
• Reliable Natural Language Understanding with Large Language Models and Answer Set Programming
  7 Feb 2023 0 repositories listed
• The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models
  31 Jan 2023 0 repositories listed
• Can We Use Probing to Better Understand Fine-tuning and Knowledge Distillation of the BERT NLU?
  27 Jan 2023 0 repositories listed
• Probing Taxonomic and Thematic Embeddings for Taxonomic Information
  25 Jan 2023 0 repositories listed
• A Cohesive Distillation Architecture for Neural Language Models
  12 Jan 2023 0 repositories listed
• Counteracts: Testing Stereotypical Representation in Pre-trained Language Models
  11 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
• SERENGETI: Massively Multilingual Language Models for Africa
  21 Dec 2022 0 repositories listed
• Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction
  21 Dec 2022 0 repositories listed
• Measure More, Question More: Experimental Studies on Transformer-based Language Models and Complement Coercion
  20 Dec 2022 0 repositories listed
• MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue
  20 Dec 2022 0 repositories listed
• Quirk or Palmer: A Comparative Study of Modal Verb Frameworks with Annotated Datasets
  20 Dec 2022 0 repositories listed
• Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification
  16 Dec 2022 0 repositories listed
• The Massively Multilingual Natural Language Understanding 2022 (MMNLU-22) Workshop and Competition
  13 Dec 2022 0 repositories listed
• Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization
  12 Dec 2022 0 repositories listed
• Modern French Poetry Generation with RoBERTa and GPT-2
  6 Dec 2022 0 repositories listed
• Fuse and Adapt: Investigating the Use of Pre-Trained Self-Supervising Learning Models in Limited Data NLU problems
  2 Dec 2022 0 repositories listed
• X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection
  30 Nov 2022 0 repositories listed
• Zero-Shot Learning for Joint Intent and Slot Labeling
  29 Nov 2022 0 repositories listed
• ESIE-BERT: Enriching Sub-words Information Explicitly with BERT for Joint Intent Classification and SlotFilling
  27 Nov 2022 0 repositories listed
• Bidirectional Representations for Low Resource Spoken Language Understanding
  24 Nov 2022 0 repositories listed
• Agent-Specific Deontic Modality Detection in Legal Language
  23 Nov 2022 0 repositories listed
• Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge
  20 Nov 2022 0 repositories listed
• Where did you tweet from? Inferring the origin locations of tweets based on contextual information
  18 Nov 2022 0 repositories listed
• A Survey of Knowledge Enhanced Pre-trained Language Models
  11 Nov 2022 0 repositories listed
• Local Structure Matters Most in Most Languages
  9 Nov 2022 0 repositories listed
• NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries?
  8 Nov 2022 0 repositories listed
• End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics
  7 Nov 2022 0 repositories listed
• Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model
  2 Nov 2022 0 repositories listed
• Web-API-Based Chatbot Generation with Analysis and Expansion for Training Sentences
  1 Nov 2022 0 repositories listed
• Privately Fine-Tuning Large Language Models with Differential Privacy
  26 Oct 2022 0 repositories listed
• Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling
  19 Oct 2022 0 repositories listed
• Team Flow at DRC2022: Pipeline System for Travel Destination Recommendation Task in Spoken Dialogue
  18 Oct 2022 0 repositories listed
• Textual Entailment Recognition with Semantic Features from Empirical Text Representation
  18 Oct 2022 0 repositories listed
• Revisiting the Roles of "Text" in Text Games
  15 Oct 2022 0 repositories listed
• Can Language Representation Models Think in Bets?
  14 Oct 2022 0 repositories listed
• Event Extraction: A Survey
  7 Oct 2022 0 repositories listed
• Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer
  6 Oct 2022 0 repositories listed
• Time Will Change Things: An Empirical Study on Dynamic Language Understanding in Social Media Classification
  6 Oct 2022 0 repositories listed
• Understanding Prior Bias and Choice Paralysis in Transformer-based Language Representation Models through Four Experimental Probes
  3 Oct 2022 0 repositories listed
• A Transformer-based Threshold-Free Framework for Multi-Intent NLU
  1 Oct 2022 0 repositories listed
• Building Korean Linguistic Resource for NLU Data Generation of Banking App CS Dialog System
  1 Oct 2022 0 repositories listed
• Competence-based Question Generation
  1 Oct 2022 0 repositories listed
• Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?
  1 Oct 2022 0 repositories listed
• EventBERT: Incorporating Event-based Semantics for Natural Language Understanding
  1 Oct 2022 0 repositories listed
• Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks
  1 Oct 2022 0 repositories listed
• Improving Event Temporal Relation Classification via Auxiliary Label-Aware Contrastive Learning
  1 Oct 2022 0 repositories listed
• Machine Reading, Fast and Slow: When Do Models “Understand” Language?
  1 Oct 2022 0 repositories listed
• ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation
  1 Oct 2022 0 repositories listed
• RSGT: Relational Structure Guided Temporal Relation Extraction
  1 Oct 2022 0 repositories listed
• TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models
  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
• Dialog Acts for Task-Driven Embodied Agents
  26 Sep 2022 0 repositories listed
• Representing Affect Information in Word Embeddings
  21 Sep 2022 0 repositories listed
• Can Offline Reinforcement Learning Help Natural Language Understanding?
  15 Sep 2022 0 repositories listed
• Machine Reading, Fast and Slow: When Do Models "Understand" Language?
  15 Sep 2022 0 repositories listed
• Simple and Effective Gradient-Based Tuning of Sequence-to-Sequence Models
  10 Sep 2022 0 repositories listed
• Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding
  6 Sep 2022 0 repositories listed
• Dialog Acts for Task Driven Embodied Agents
  1 Sep 2022 0 repositories listed
• Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization
  1 Sep 2022 0 repositories listed
• Distilling Multi-Scale Knowledge for Event Temporal Relation Extraction
  1 Sep 2022 0 repositories listed
• Unified Knowledge Prompt Pre-training for Customer Service Dialogues
  31 Aug 2022 0 repositories listed
• Exploring and Evaluating Personalized Models for Code Generation
  29 Aug 2022 0 repositories listed
• Building the Intent Landscape of Real-World Conversational Corpora with Extractive Question-Answering Transformers
  26 Aug 2022 0 repositories listed
• Shortcut Learning of Large Language Models in Natural Language Understanding
  25 Aug 2022 0 repositories listed
• CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations
  23 Aug 2022 0 repositories listed
• Adapting Task-Oriented Dialogue Models for Email Conversations
  19 Aug 2022 0 repositories listed
• Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding
  19 Aug 2022 0 repositories listed
• Effective Transfer Learning for Low-Resource Natural Language Understanding
  19 Aug 2022 0 repositories listed
• DeeperDive: The Unreasonable Effectiveness of Weak Supervision in Document Understanding A Case Study in Collaboration with UiPath Inc
  17 Aug 2022 0 repositories listed
• ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset
  17 Aug 2022 0 repositories listed
• A Hybrid Model of Classification and Generation for Spatial Relation Extraction
  15 Aug 2022 0 repositories listed
• DoRO: Disambiguation of referred object for embodied agents
  28 Jul 2022 0 repositories listed
• Dynamic Planning in Open-Ended Dialogue using Reinforcement Learning
  25 Jul 2022 0 repositories listed
• Analyzing Bagging Methods for Language Models
  19 Jul 2022 0 repositories listed
• MoEC: Mixture of Expert Clusters
  19 Jul 2022 0 repositories listed
• On the cross-lingual transferability of multilingual prototypical models across NLU tasks
  19 Jul 2022 0 repositories listed
• End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting
  17 Jul 2022 0 repositories listed
• Forming Trees with Treeformers
  14 Jul 2022 0 repositories listed
• Chat-to-Design: AI Assisted Personalized Fashion Design
  3 Jul 2022 0 repositories listed
• A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation
  1 Jul 2022 0 repositories listed
• A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning
  1 Jul 2022 0 repositories listed
• Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking
  1 Jul 2022 0 repositories listed
• Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT
  1 Jul 2022 0 repositories listed
• Efficient Semi-supervised Consistency Training for Natural Language Understanding
  1 Jul 2022 0 repositories listed
• Enhancing Self-Attention with Knowledge-Assisted Attention Maps
  1 Jul 2022 0 repositories listed
• Lightweight Transformers for Conversational AI
  1 Jul 2022 0 repositories listed
• m-Networks: Adapting the Triplet Networks for Acronym Disambiguation
  1 Jul 2022 0 repositories listed
• RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning
  1 Jul 2022 0 repositories listed
• Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling
  1 Jul 2022 0 repositories listed
• Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions
  1 Jul 2022 0 repositories listed
• Compressing Pre-trained Transformers via Low-Bit NxM Sparsity for Natural Language Understanding
  30 Jun 2022 0 repositories listed
• Not Cheating on the Turing Test: Towards Grounded Language Learning in Artificial Intelligence
  29 Jun 2022 0 repositories listed