Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Task Learning of System Dialogue Act Selection for Supervised Pretraining of Goal-Oriented Dialogue Policies Sep 1, 2019 Multi-Task Learning Natural Language Understanding
— Unverified Multi-task learning to improve natural language understanding Dec 17, 2018 Decoder Multi-Task Learning
— Unverified Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis Apr 1, 2021 Multi-Task Learning Natural Language Understanding
— Unverified Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension Feb 26, 2020 Machine Reading Comprehension Multiple-choice
— Unverified Multi-Task Networks With Universe, Group, and Task Feature Learning Jul 3, 2019 Multi-Task Learning Natural Language Understanding
— Unverified Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding Apr 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified "My life is miserable, have to sign 500 autographs everyday": Exposing Humblebragging, the Brags in Disguise Dec 28, 2024 Intent Recognition Natural Language Understanding
— Unverified NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback Oct 5, 2021 Deep Reinforcement Learning intent-classification
— Unverified NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Nov 8, 2022 Natural Language Understanding text-classification
— Unverified Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial Sep 24, 2023 Natural Language Understanding Scheduling
— Unverified Natural Language Generation Mar 20, 2025 Image Captioning Image to text
— Unverified Natural Language Instructions for Intuitive Human Interaction with Robotic Assistants in Field Construction Work Jul 9, 2023 Language Modelling Natural Language Understanding
— Unverified Natural Language Processing for Dialects of a Language: A Survey Jan 11, 2024 Attribute Machine Translation
— Unverified Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey Nov 26, 2024 Natural Language Understanding Question Answering
— Unverified Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain Mar 3, 2021 Natural Language Understanding STS
— Unverified Natural language understanding for task oriented dialog in the biomedical domain in a low resources context Nov 23, 2018 Data Augmentation General Classification
— Unverified Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available The Robotic Surgery Procedural Framebank Jun 1, 2022 Natural Language Understanding Semantic Parsing
Code Code Available Document Modeling with External Attention for Sentence Extraction Jul 1, 2018 Answer Selection Document Summarization
Code Code Available End-to-End Bias Mitigation by Modelling Biases in Corpora Sep 13, 2019 Fact Verification Natural Language Inference
Code Code Available Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation Apr 11, 2022 Classification Diagnostic
Code Code Available Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning Nov 1, 2020 Natural Language Understanding
Code Code Available Adversarial NLI: A New Benchmark for Natural Language Understanding Oct 31, 2019 Natural Language Understanding
Code Code Available Intent Detection and Entity Extraction from BioMedical Literature Apr 4, 2024 Intent Detection named-entity-recognition
Code Code Available INSET: Sentence Infilling with INter-SEntential Transformer Nov 10, 2019 Natural Language Understanding Sentence
Code Code Available Intent Features for Rich Natural Language Understanding Apr 18, 2021 Natural Language Understanding
Code Code Available 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 D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models May 7, 2024 Miscellaneous Natural Language Inference
Code Code Available DisSent: Sentence Representation Learning from Explicit Discourse Relations Oct 12, 2017 Dependency Parsing Natural Language Understanding
Code Code Available Parameter-Efficient Tuning with Special Token Adaptation Oct 10, 2022 Natural Language Understanding NER
Code Code Available An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference Feb 16, 2024 Language Modeling Language Modelling
Code Code Available The Text-Based Adventure AI Competition Aug 3, 2018 Board Games Natural Language Understanding
Code Code Available Intra-Correlation Encoding for Chinese Sentence Intention Matching Dec 1, 2020 Natural Language Understanding Sentence
Code Code Available UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translation Feb 20, 2024 Machine Translation Natural Language Understanding
Code Code Available Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging Apr 10, 2023 Language Modeling Natural Language Inference
Code Code Available DisSent: Learning Sentence Representations from Explicit Discourse Relations Jul 1, 2019 Dependency Parsing Natural Language Understanding
Code Code Available Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection Jan 7, 2025 Intent Detection Natural Language Understanding
Code Code Available Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion Jan 24, 2025 Natural Language Understanding
Code Code Available Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Feb 15, 2025 Machine Translation Natural Language Understanding
Code Code Available skLEP: A Slovak General Language Understanding Benchmark Jun 26, 2025 Natural Language Understanding Sentence
Code Code Available CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment Mar 11, 2022 Natural Language Understanding World Knowledge
Code Code Available Classification of telicity using cross-linguistic annotation projection Sep 1, 2017 Classification General Classification
Code Code Available Is Multimodal Vision Supervision Beneficial to Language? Feb 10, 2023 Image Retrieval Natural Language Understanding
Code Code Available Is neural language acquisition similar to natural? A chronological probing study Jul 1, 2022 Language Acquisition Natural Language Understanding
Code Code Available Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning Mar 14, 2024 Deep Reinforcement Learning Graph Attention
Code Code Available 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 Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Aug 15, 2020 Language Modeling Language Modelling
Code Code Available ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events Jan 6, 2025 Memorization Natural Language Understanding
Code Code Available Is the Understanding of Explicit Discourse Relations Required in Machine Reading Comprehension? Apr 1, 2021 Machine Reading Comprehension Natural Language Understanding
Code Code Available 