Browse State-of-the-Art › Natural Language Understanding › Papers, page 15
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 15 of 20: papers 1,401 to 1,500 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.
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LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI4 Dec 2021 0 repositories listed
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Multilingual Pre-training with Universal Dependency Learning1 Dec 2021 0 repositories listed
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Towards Explainable Dialogue System: Explaining Intent Classification using Saliency Techniques1 Dec 2021 0 repositories listed
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Towards More Robust Natural Language Understanding1 Dec 2021 0 repositories listed
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Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking30 Nov 2021 0 repositories listed
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Simple Contrastive Representation Adversarial Learning for NLP Tasks26 Nov 2021 0 repositories listed
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A Hybrid Neuro-Symbolic approach for Text-Based Games using Inductive Logic Programming21 Nov 2021 0 repositories listed
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BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla16 Nov 2021 0 repositories listed
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CBLUE: A Chinese Biomedical Language Understanding EvaluationBenchmark16 Nov 2021 0 repositories listed
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Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue16 Nov 2021 0 repositories listed
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DAWSON: Data Augmentation using Weak Supervision On Natural Language16 Nov 2021 0 repositories listed
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EventBERT16 Nov 2021 0 repositories listed
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FeelsGoodMan: Inferring Semantics of Twitch Neologisms16 Nov 2021 0 repositories listed
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FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding16 Nov 2021 0 repositories listed
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Get Your Model Puzzled: Introducing Crossword-Solving as a New NLP Benchmark16 Nov 2021 0 repositories listed
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GLM: General Language Model Pretraining with Autoregressive Blank Infilling16 Nov 2021 0 repositories listed
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IDPG: An Instance-Dependent Prompt Generation Method16 Nov 2021 0 repositories listed
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KALA: Knowledge-Augmented Language Model Adaptation16 Nov 2021 0 repositories listed
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Knowledge Graph is in Rescue: Task Oriented Dialogue System for Response Generation without NLU and DM16 Nov 2021 0 repositories listed
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Local Structure Matters Most: Perturbation Study in NLU16 Nov 2021 0 repositories listed
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Probing Position-Aware Attention Mechanism in Long Document Understanding16 Nov 2021 0 repositories listed
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RoMe: A Robust Metric for Evaluating Natural Language Generation16 Nov 2021 0 repositories listed
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Stable Natural Language Understanding via Invariant Causal Constraint16 Nov 2021 0 repositories listed
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The Dark Side of the Language: Pre-trained Transformers in the DarkNet16 Nov 2021 0 repositories listed
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Things not Written in Text: Exploring Spatial Commonsense from Visual Signals16 Nov 2021 0 repositories listed
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UNICON: Unsupervised Intent Discovery via Semantic-level Contrastive Learning16 Nov 2021 0 repositories listed
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What Makes Machine Reading Comprehension Questions Difficult? Investigating Variation in Passage Sources and Question Types16 Nov 2021 0 repositories listed
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When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems16 Nov 2021 0 repositories listed
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An Enactivist account of Mind Reading in Natural Language Understanding11 Nov 2021 0 repositories listed
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Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding10 Nov 2021 0 repositories listed
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Ontology-based question answering over corporate structured data8 Nov 2021 0 repositories listed
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A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English1 Nov 2021 0 repositories listed
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Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants1 Nov 2021 0 repositories listed
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FrameNet-like Annotation of Olfactory Information in Texts1 Nov 2021 0 repositories listed
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How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding1 Nov 2021 0 repositories listed
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On the Role of Corpus Ordering in Language Modeling1 Nov 2021 0 repositories listed
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Rethinking Denoised Auto-Encoding in Language Pre-Training1 Nov 2021 0 repositories listed
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Self-training with Few-shot Rationalization1 Nov 2021 0 repositories listed
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Semi-supervised Intent Discovery with Contrastive Learning1 Nov 2021 0 repositories listed
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NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM28 Oct 2021 0 repositories listed
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Two-stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant19 Oct 2021 0 repositories listed
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Newsalyze: Effective Communication of Person-Targeting Biases in News Articles18 Oct 2021 0 repositories listed
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Collaborative Multi-Task Representation for Natural Language Understanding16 Oct 2021 0 repositories listed
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How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets16 Oct 2021 0 repositories listed
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Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher16 Oct 2021 0 repositories listed
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TableFormer: Robust Transformer Modeling for Table-Text Encoding16 Oct 2021 0 repositories listed
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Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding16 Oct 2021 0 repositories listed
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NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment13 Oct 2021 0 repositories listed
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AutoNLU: Detecting, root-causing, and fixing NLU model errors12 Oct 2021 0 repositories listed
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Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric11 Oct 2021 0 repositories listed
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The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design9 Oct 2021 0 repositories listed
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6 Oct 2021 0 repositories listed
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NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback5 Oct 2021 0 repositories listed
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A Review of Text Style Transfer using Deep Learning30 Sep 2021 0 repositories listed
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Logic Pre-Training of Language Models29 Sep 2021 0 repositories listed
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Pseudo Knowledge Distillation: Towards Learning Optimal Instance-specific Label Smoothing Regularization29 Sep 2021 0 repositories listed
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Sparse Attention with Learning to Hash29 Sep 2021 0 repositories listed
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Variance Pruning: Pruning Language Models via Temporal Neuron Variance29 Sep 2021 0 repositories listed
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Using Pause Information for More Accurate Entity Recognition27 Sep 2021 0 repositories listed
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Knowledge Distillation with Noisy Labels for Natural Language Understanding21 Sep 2021 0 repositories listed
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Training Dynamic based data filtering may not work for NLP datasets19 Sep 2021 0 repositories listed
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CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment17 Sep 2021 0 repositories listed
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Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers17 Sep 2021 0 repositories listed
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FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning17 Sep 2021 0 repositories listed
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Remixers: A Mixer-Transformer Architecture with Compositional Operators for Natural Language Understanding17 Sep 2021 0 repositories listed
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Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU17 Sep 2021 0 repositories listed
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Semi-Supervised Few-Shot Intent Classification and Slot Filling17 Sep 2021 0 repositories listed
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What Makes Reading Comprehension Questions Difficult? Investigating Variation in Passage Sources and Question Types17 Sep 2021 0 repositories listed
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15 Sep 2021 0 repositories listed
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Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding14 Sep 2021 0 repositories listed
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GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks13 Sep 2021 0 repositories listed
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Prior Omission of Dissimilar Source Domain(s) for Cost-Effective Few-Shot Learning11 Sep 2021 0 repositories listed
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Proto: A Neural Cocktail for Generating Appealing Conversations6 Sep 2021 0 repositories listed
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End-to-End Self-Debiasing Framework for Robust NLU Training5 Sep 2021 0 repositories listed
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Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models4 Sep 2021 0 repositories listed
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Approximating a Zulu GF concrete syntax with a neural network for natural language understanding1 Sep 2021 0 repositories listed
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Does Knowledge Help General NLU? An Empirical Study1 Sep 2021 0 repositories listed
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InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding1 Sep 2021 0 repositories listed
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30 Aug 2021 0 repositories listed
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WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding28 Aug 2021 0 repositories listed
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Integrating Heuristics and Learning in a Computational Architecture for Cognitive Trading27 Aug 2021 0 repositories listed
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A New Sentence Ordering Method Using BERT Pretrained Model26 Aug 2021 0 repositories listed
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SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion26 Aug 2021 0 repositories listed
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Taming the Beast: Learning to Control Neural Conversational Models24 Aug 2021 0 repositories listed
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Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering24 Aug 2021 0 repositories listed
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FeelsGoodMan: Inferring Semantics of Twitch Neologisms18 Aug 2021 0 repositories listed
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Joint Multiple Intent Detection and Slot Filling via Self-distillation18 Aug 2021 0 repositories listed
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An Investigation of the (In)effectiveness of Counterfactually Augmented Data17 Aug 2021 0 repositories listed
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Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis4 Aug 2021 0 repositories listed
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ADEPT: An Adjective-Dependent Plausibility Task1 Aug 2021 0 repositories listed
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Structure-aware Sentence Encoder in Bert-Based Siamese Network1 Aug 2021 0 repositories listed
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TexSmart: A System for Enhanced Natural Language Understanding1 Aug 2021 0 repositories listed
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Verb Metaphor Detection via Contextual Relation Learning1 Aug 2021 0 repositories listed
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Local Structure Matters Most: Perturbation Study in NLU29 Jul 2021 0 repositories listed
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The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding21 Jul 2021 0 repositories listed
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Argument Linking: A Survey and Forecast18 Jul 2021 0 repositories listed
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An Efficient DP-SGD Mechanism for Large Scale NLP Models14 Jul 2021 0 repositories listed
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End-to-End Natural Language Understanding Pipeline for Bangla Conversational Agents12 Jul 2021 0 repositories listed
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Scientia Potentia Est -- On the Role of Knowledge in Computational Argumentation1 Jul 2021 0 repositories listed
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On joint training with interfaces for spoken language understanding30 Jun 2021 0 repositories listed