Browse State-of-the-Art › Natural Language Understanding › Papers, page 14

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

• Meta Auxiliary Learning for Low-resource Spoken Language Understanding
  26 Jun 2022 0 repositories listed
• Unified BERT for Few-shot Natural Language Understanding
  24 Jun 2022 0 repositories listed
• Why Robust Natural Language Understanding is a Challenge
  21 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
• ProcTHOR: Large-Scale Embodied AI Using Procedural Generation
  14 Jun 2022 0 repositories listed
• Transformer based Urdu Handwritten Text Optical Character Reader
  9 Jun 2022 0 repositories listed
• A Large Interlinked Knowledge Graph of the Italian Cultural Heritage
  1 Jun 2022 0 repositories listed
• BaSCo: An Annotated Basque-Spanish Code-Switching Corpus for Natural Language Understanding
  1 Jun 2022 0 repositories listed
• Dialogue Act and Slot Recognition in Italian Complex Dialogues
  1 Jun 2022 0 repositories listed
• Étiquetage ou génération de séquences pour la compréhension automatique du langage en contexte d’interaction? (Sequence tagging or sequence generation for Natural Language Understanding ?)
  1 Jun 2022 0 repositories listed
• Exploring Text Recombination for Automatic Narrative Level Detection
  1 Jun 2022 0 repositories listed
• Negation Detection in Dutch Spoken Human-Computer Conversations
  1 Jun 2022 0 repositories listed
• Question Modifiers in Visual Question Answering
  1 Jun 2022 0 repositories listed
• SenticNet 7: A Commonsense-based Neurosymbolic AI Framework for Explainable Sentiment Analysis
  1 Jun 2022 0 repositories listed
• Strategy-level Entrainment of Dialogue System Users in a Creative Visual Reference Resolution Task
  1 Jun 2022 0 repositories listed
• Towards Building a Spoken Dialogue System for Argument Exploration
  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
• NLU for Game-based Learning in Real: Initial Evaluations
  27 May 2022 0 repositories listed
• Automatic question generation based on sentence structure analysis using machine learning approach
  25 May 2022 0 repositories listed
• A Survey on Neural Open Information Extraction: Current Status and Future Directions
  24 May 2022 0 repositories listed
• Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities
  23 May 2022 0 repositories listed Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 18 harvested samples)
• Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding
  21 May 2022 0 repositories listed
• Are Prompt-based Models Clueless?
  19 May 2022 0 repositories listed
• Enhancing Slot Tagging with Intent Features for Task Oriented Natural Language Understanding using BERT
  19 May 2022 0 repositories listed
• A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices
  16 May 2022 0 repositories listed
• PathologyBERT -- Pre-trained Vs. A New Transformer Language Model for Pathology Domain
  13 May 2022 0 repositories listed
• Towards Answering Open-ended Ethical Quandary Questions
  12 May 2022 0 repositories listed
• Task-specific Compression for Multi-task Language Models using Attribution-based Pruning
  9 May 2022 0 repositories listed
• Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System
  9 May 2022 0 repositories listed
• Explain and Conquer: Personalised Text-based Reviews to Achieve Transparency
  3 May 2022 0 repositories listed
• Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue
  1 May 2022 0 repositories listed
• EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization
  1 May 2022 0 repositories listed
• From text to talk: Harnessing conversational corpora for humane and diversity-aware language technology
  1 May 2022 0 repositories listed
• Improving Romanian BioNER Using a Biologically Inspired System
  1 May 2022 0 repositories listed
• Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains
  1 May 2022 0 repositories listed
• Sketching a Linguistically-Driven Reasoning Dialog Model for Social Talk
  1 May 2022 0 repositories listed
• Label Anchored Contrastive Learning for Language Understanding
  26 Apr 2022 0 repositories listed
• Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking
  25 Apr 2022 0 repositories listed
• XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding
  15 Apr 2022 0 repositories listed
• XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source
  14 Apr 2022 0 repositories listed
• Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding
  13 Apr 2022 0 repositories listed
• NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks
  12 Apr 2022 0 repositories listed
• IDPG: An Instance-Dependent Prompt Generation Method
  9 Apr 2022 0 repositories listed
• Enabling All In-Edge Deep Learning: A Literature Review
  7 Apr 2022 0 repositories listed
• Design considerations for a hierarchical semantic compositional framework for medical natural language understanding
  5 Apr 2022 0 repositories listed
• Improved and Efficient Conversational Slot Labeling through Question Answering
  5 Apr 2022 0 repositories listed
• Deliberation Model for On-Device Spoken Language Understanding
  4 Apr 2022 0 repositories listed
• Evolving Neural Selection with Adaptive Regularization
  4 Apr 2022 0 repositories listed
• Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding
  1 Apr 2022 0 repositories listed
• Canary Extraction in Natural Language Understanding Models
  25 Mar 2022 0 repositories listed
• Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis
  22 Mar 2022 0 repositories listed
• VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension
  22 Mar 2022 0 repositories listed
• AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization
  21 Mar 2022 0 repositories listed
• Differentiable Reasoning over Long Stories -- Assessing Systematic Generalisation in Neural Models
  20 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
• Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models
  7 Mar 2022 0 repositories listed
• SkillNet-NLU: A Sparsely Activated Model for General-Purpose Natural Language Understanding
  7 Mar 2022 0 repositories listed
• HyperPrompt: Prompt-based Task-Conditioning of Transformers
  1 Mar 2022 0 repositories listed
• Bi-directional Joint Neural Networks for Intent Classification and Slot Filling
  26 Feb 2022 0 repositories listed
• Pretraining without Wordpieces: Learning Over a Vocabulary of Millions of Words
  24 Feb 2022 0 repositories listed
• Aspect Based Sentiment Analysis Using Spectral Temporal Graph Neural Network
  14 Feb 2022 0 repositories listed
• CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations
  8 Feb 2022 0 repositories listed
• Learnings from Federated Learning in the Real world
  8 Feb 2022 0 repositories listed
• RescoreBERT: Discriminative Speech Recognition Rescoring with BERT
  2 Feb 2022 0 repositories listed
• Examining Scaling and Transfer of Language Model Architectures for Machine Translation
  1 Feb 2022 0 repositories listed
• Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation
  31 Jan 2022 0 repositories listed
• ScaLA: Accelerating Adaptation of Pre-Trained Transformer-Based Language Models via Efficient Large-Batch Adversarial Noise
  29 Jan 2022 0 repositories listed
• Pair-Level Supervised Contrastive Learning for Natural Language Inference
  26 Jan 2022 0 repositories listed
• Convex Polytope Modelling for Unsupervised Derivation of Semantic Structure for Data-efficient Natural Language Understanding
  25 Jan 2022 0 repositories listed
• Language Generation for Broad-Coverage, Explainable Cognitive Systems
  25 Jan 2022 0 repositories listed
• A Transformer-based Threshold-Free Framework for Multi-Intent NLU
  16 Jan 2022 0 repositories listed
• AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization
  16 Jan 2022 0 repositories listed
• Causal Distillation for Language Models
  16 Jan 2022 0 repositories listed
• Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding
  16 Jan 2022 0 repositories listed
• Event Linking: Grounding Event Mentions to Wikipedia
  16 Jan 2022 0 repositories listed
• Exploiting Topic Information for Joint Intent Detection and Slot Filling
  16 Jan 2022 0 repositories listed
• Imagination-Augmented Natural Language Understanding
  16 Jan 2022 0 repositories listed
• Improved and Efficient Conversational Slot Labeling through Question Answering
  16 Jan 2022 0 repositories listed
• Label-guided Data Augmentation for Prompt-based Few Shot Learners
  16 Jan 2022 0 repositories listed
• Learning To Retrieve Prompts for In-Context Learning
  16 Jan 2022 0 repositories listed
• MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation
  16 Jan 2022 0 repositories listed
• Revisiting the Roles of “Text” in Text Games
  16 Jan 2022 0 repositories listed
• TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
  16 Jan 2022 0 repositories listed
• Temporal Relation Extraction with a Graph-Based Deep Biaffine Attention Model
  16 Jan 2022 0 repositories listed
• CommonsenseQA 2.0: Exposing the Limits of AI through Gamification
  14 Jan 2022 0 repositories listed
• The Dark Side of the Language: Pre-trained Transformers in the DarkNet
  14 Jan 2022 0 repositories listed
• Latency Adjustable Transformer Encoder for Language Understanding
  10 Jan 2022 0 repositories listed
• Intent Matching based Customer Services Chatbot with Natural Language Understanding
  7 Jan 2022 0 repositories listed
• Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding
  5 Jan 2022 0 repositories listed
• Chatbot for fitness management using IBM Watson
  30 Dec 2021 0 repositories listed
• Improving Tokenisation by Alternative Treatment of Spaces
  17 Dec 2021 0 repositories listed
• Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU
  17 Dec 2021 0 repositories listed
• Sharpness-Aware Minimization with Dynamic Reweighting
  16 Dec 2021 0 repositories listed
• Representing Inferences and their Lexicalization
  14 Dec 2021 0 repositories listed
• Towards a Unified Foundation Model: Jointly Pre-Training Transformers on Unpaired Images and Text
  14 Dec 2021 0 repositories listed
• Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding
  13 Dec 2021 0 repositories listed
• Detecting Emotion Carriers by Combining Acoustic and Lexical Representations
  13 Dec 2021 0 repositories listed
• Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems
  10 Dec 2021 0 repositories listed
• Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF
  9 Dec 2021 0 repositories listed
• Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices
  7 Dec 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.