Coreference Reasoning in Machine Reading Comprehension Dec 31, 2020 coreference-resolution Coreference Resolution
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 Joint Slot Filling and Intent Detection via Capsule Neural Networks Dec 22, 2018 Intent Detection Natural Language Understanding
Code Code Available 5 An Analysis of Negation in Natural Language Understanding Corpora Mar 16, 2022 Natural Language Understanding Negation
Code Code Available 5 Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
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 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 Is this sentence valid? An Arabic Dataset for Commonsense Validation Aug 25, 2020 Natural Language Understanding Sentence
Code Code Available 5 Conversational Disease Diagnosis via External Planner-Controlled Large Language Models Apr 4, 2024 Active Learning Decision Making
Code Code Available 5 An empirical analysis of existing systems and datasets toward general simple question answering Dec 1, 2020 Natural Language Understanding Question Answering
Code Code Available 5 Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Nov 21, 2019 Dialogue State Tracking Intent Detection
Code Code Available 5 Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding Oct 26, 2022 Natural Language Inference Natural Language Understanding
Code Code Available 5 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 5 Is neural language acquisition similar to natural? A chronological probing study Jul 1, 2022 Language Acquisition Natural Language Understanding
Code Code Available 5 Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding May 23, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Continuous Prompt Generation from Linear Combination of Discrete Prompt Embeddings Dec 16, 2023 Natural Language Understanding
Code Code Available 5 Is Multimodal Vision Supervision Beneficial to Language? Feb 10, 2023 Image Retrieval Natural Language Understanding
Code Code Available 5 Data-Augmentation-Based Dialectal Adaptation for LLMs Apr 11, 2024 Data Augmentation Natural Language Understanding
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 Intra-Correlation Encoding for Chinese Sentence Intention Matching Dec 1, 2020 Natural Language Understanding Sentence
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 Continuous Entailment Patterns for Lexical Inference in Context Sep 8, 2021 Few-Shot NLI Language Modeling
Code Code Available 5 Intent Features for Rich Natural Language Understanding Apr 18, 2021 Natural Language Understanding
Code Code Available 5 Data Selection for Fine-tuning Large Language Models Using Transferred Shapley Values Jun 16, 2023 Data Valuation Language Modeling
Code Code Available 5 LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning Oct 17, 2024 image-classification Image Classification
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 Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards Oct 12, 2020 coreference-resolution Coreference Resolution
Code Code Available 5 A template-independent approach for information extraction in real estate documents May 30, 2023 Information Retrieval Natural Language Understanding
Code Code Available 5 Continual Dialogue State Tracking via Example-Guided Question Answering May 23, 2023 Continual Learning Dialogue State Tracking
Code Code Available 5 INSET: Sentence Infilling with INter-SEntential Transformer Nov 10, 2019 Natural Language Understanding Sentence
Code Code Available 5 Contextual Dialogue Act Classification for Open-Domain Conversational Agents May 28, 2020 Classification Dialogue Act Classification
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 Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available 5 Constructing a Natural Language Inference Dataset using Generative Neural Networks Jul 20, 2016 Natural Language Inference Natural Language Understanding
Code Code Available 5 A Tale of Two DRAGGNs: A Hybrid Approach for Interpreting Action-Oriented and Goal-Oriented Instructions Jul 26, 2017 Natural Language Understanding
Code Code Available 5 Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors Oct 25, 2023 en-US domain classification en-US Intent Classification
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 Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning Nov 1, 2020 Natural Language Understanding
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 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 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 Intent Detection and Entity Extraction from BioMedical Literature Apr 4, 2024 Intent Detection named-entity-recognition
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 Comprehensive Supersense Disambiguation of English Prepositions and Possessives May 13, 2018 Natural Language Understanding
Code Code Available 5 Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice May 30, 2021 Adversarial Attack Anomaly Detection
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 Improving In-Context Learning with Small Language Model Ensembles Oct 29, 2024 Domain Labelling In-Context Learning
Code Code Available 5 Improving Non-autoregressive Generation with Mixup Training Oct 21, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available 5 Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study Jan 7, 2025 intent-classification Intent Classification
Code Code Available 5 