Language-Agnostic Syllabification with Neural Sequence Labeling Sep 29, 2019 Chunking named-entity-recognition
Code Code Available 5 ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference Dec 19, 2023 Natural Language Understanding
Code Code Available 5 Language Detoxification with Attribute-Discriminative Latent Space Oct 19, 2022 Attribute Dialogue Generation
Code Code Available 5 Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords Feb 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 BasqueGLUE: A Natural Language Understanding Benchmark for Basque Jun 1, 2022 Natural Language Understanding
Code Code Available 5 Design Challenges for a Multi-Perspective Search Engine Dec 15, 2021 Natural Language Understanding Retrieval
Code Code Available 5 CoNFET: An English Sentence to Emojis Translation Algorithm Jan 6, 2021 Natural Language Understanding Sentence
Code Code Available 5 Concept Tagging for Natural Language Understanding: Two Decadelong Algorithm Development Jul 27, 2018 Natural Language Understanding Vocal Bursts Valence Prediction
Code Code Available 5 KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning Jun 24, 2024 Hierarchical Reinforcement Learning Knowledge Graphs
Code Code Available 5 Comprehensive Supersense Disambiguation of English Prepositions and Possessives May 13, 2018 Natural Language Understanding
Code Code Available 5 AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Apr 18, 2021 Cross-Lingual Transfer Natural Language Understanding
Code Code Available 5 Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards Oct 12, 2020 coreference-resolution Coreference Resolution
Code Code Available 5 Complement Objective Training Mar 4, 2019 Natural Language Understanding
Code Code Available 5 Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models Jan 18, 2021 Language Modeling Language Modelling
Code Code Available 5 Joint Slot Filling and Intent Detection via Capsule Neural Networks Dec 22, 2018 Intent Detection Natural Language Understanding
Code Code Available 5 Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
Code Code Available 5 Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation May 22, 2023 Natural Language Understanding Word Sense Disambiguation
Code Code Available 5 Commonsense Knowledge Mining from Term Definitions Feb 1, 2021 Knowledge Graphs Natural Language Understanding
Code Code Available 5 Is this sentence valid? An Arabic Dataset for Commonsense Validation Aug 25, 2020 Natural Language Understanding Sentence
Code Code Available 5 Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning Sep 16, 2022 Natural Language Understanding reinforcement-learning
Code Code Available 5 Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Aug 15, 2020 Language Modeling Language Modelling
Code Code Available 5 Collapsed Language Models Promote Fairness Oct 6, 2024 Data Augmentation Fairness
Code Code Available 5 Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding Jul 15, 2023 Cross-Lingual Transfer Natural Language Inference
Code Code Available 5 Is the Understanding of Explicit Discourse Relations Required in Machine Reading Comprehension? Apr 1, 2021 Machine Reading Comprehension Natural Language Understanding
Code Code Available 5 Intent Features for Rich Natural Language Understanding Apr 18, 2021 Natural Language Understanding
Code Code Available 5 Intent Detection and Entity Extraction from BioMedical Literature Apr 4, 2024 Intent Detection named-entity-recognition
Code Code Available 5 Intra-Correlation Encoding for Chinese Sentence Intention Matching Dec 1, 2020 Natural Language Understanding Sentence
Code Code Available 5 A Study on the Calibration of In-context Learning Dec 7, 2023 In-Context Learning Natural Language Understanding
Code Code Available 5 Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available 5 MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients Jun 21, 2020 Image Classification Machine Translation
Code Code Available 5 INSET: Sentence Infilling with INter-SEntential Transformer Nov 10, 2019 Natural Language Understanding Sentence
Code Code Available 5 Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning Nov 1, 2020 Natural Language Understanding
Code Code Available 5 Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion Jan 24, 2025 Natural Language Understanding
Code Code Available 5 CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks Oct 23, 2023 Abstract Meaning Representation Natural Language Understanding
Code Code Available 5 Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Nov 2, 2021 Natural Language Understanding Transfer Learning
Code Code Available 5 CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment Mar 11, 2022 Natural Language Understanding World Knowledge
Code Code Available 5 ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning Oct 10, 2024 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available 5 Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding Oct 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available 5 Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning Mar 14, 2024 Deep Reinforcement Learning Graph Attention
Code Code Available 5 Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Feb 15, 2025 Machine Translation Natural Language Understanding
Code Code Available 5 Improving Tokenisation by Alternative Treatment of Spaces Apr 8, 2022 Natural Language Understanding
Code Code Available 5 Improving Non-autoregressive Generation with Mixup Training Oct 21, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available 5 AlexU-AL at SemEval-2022 Task 6: Detecting Sarcasm in Arabic Text Using Deep Learning Techniques Jul 1, 2022 Natural Language Understanding Sarcasm Detection
Code Code Available 5 Improving the Efficiency of Visually Augmented Language Models Sep 17, 2024 Image Generation Image Retrieval
Code Code Available 5 Improving In-Context Learning with Small Language Model Ensembles Oct 29, 2024 Domain Labelling In-Context Learning
Code Code Available 5 Improving Grounded Natural Language Understanding through Human-Robot Dialog Mar 1, 2019 Natural Language Understanding
Code Code Available 5 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available 5 Accelerating Natural Language Understanding in Task-Oriented Dialog Jun 5, 2020 Natural Language Understanding
Code Code Available 5 Classification of telicity using cross-linguistic annotation projection Sep 1, 2017 Classification General Classification
Code Code Available 5 Improving Bias Mitigation through Bias Experts in Natural Language Understanding Dec 6, 2023 Binary Classification Multi-class Classification
Code Code Available 5 