A Social Robot with Inner Speech for Dietary Guidance May 13, 2025 Computational Efficiency Decision Making
Code Code Available 5 Ask me in your own words: paraphrasing for multitask question answering Oct 27, 2021 Natural Language Understanding Paraphrase Generation
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 Chinese Lexical Analysis with Deep Bi-GRU-CRF Network Jul 5, 2018 Lexical Analysis named-entity-recognition
Code Code Available 5 Leveraging Grammar Induction for Language Understanding and Generation Oct 7, 2024 Machine Translation Natural Language Understanding
Code Code Available 5 A Simple yet Effective Self-Debiasing Framework for Transformer Models Jun 2, 2023 Natural Language Understanding Sentence
Code Code Available 5 A Simple Method for Commonsense Reasoning Jun 7, 2018 Common Sense Reasoning Coreference Resolution
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 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Aug 21, 2019 Diversity Natural Language Understanding
Code Code Available 5 ChatGPT as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection Aug 25, 2023 Data Augmentation Intent Detection
Code Code Available 5 Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
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 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 Multimodal Vision Supervision Beneficial to Language? Feb 10, 2023 Image Retrieval 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 Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Aug 15, 2020 Language Modeling Language Modelling
Code Code Available 5 Intra-Correlation Encoding for Chinese Sentence Intention Matching Dec 1, 2020 Natural Language Understanding Sentence
Code Code Available 5 CERT: Contrastive Self-supervised Learning for Language Understanding May 16, 2020 Natural Language Understanding Self-Supervised Learning
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 Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes Jun 24, 2020 Natural Language Understanding
Code Code Available 5 Intent Features for Rich Natural Language Understanding Apr 18, 2021 Natural Language Understanding
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 Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards Oct 12, 2020 coreference-resolution Coreference Resolution
Code Code Available 5 INSET: Sentence Infilling with INter-SEntential Transformer Nov 10, 2019 Natural Language Understanding Sentence
Code Code Available 5 A Language for Function Signature Representations Mar 31, 2018 Natural Language Understanding Question Answering
Code Code Available 5 Instance Regularization for Discriminative Language Model Pre-training Oct 11, 2022 Denoising Language Modeling
Code Code Available 5 Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs Jan 24, 2025 Knowledge Graphs Medical Question Answering
Code Code Available 5 AROMA: Autonomous Rank-one Matrix Adaptation Apr 6, 2025 Natural Language Understanding parameter-efficient fine-tuning
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 Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Feb 15, 2025 Machine Translation 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 Cascaded LSTMs based Deep Reinforcement Learning for Goal-driven Dialogue Oct 31, 2019 Deep Reinforcement Learning Dialogue Management
Code Code Available 5 Are Visual-Linguistic Models Commonsense Knowledge Bases? Oct 1, 2022 Natural Language Understanding Question Answering
Code Code Available 5 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs May 19, 2025 Machine Translation 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 Can you map it to English? The Role of Cross-Lingual Alignment in Multilingual Performance of LLMs Apr 13, 2025 Belebele Machine Translation
Code Code Available 5 Improving the Efficiency of Visually Augmented Language Models Sep 17, 2024 Image Generation Image Retrieval
Code Code Available 5 Improving Tokenisation by Alternative Treatment of Spaces Apr 8, 2022 Natural Language Understanding
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 Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding Jun 9, 2023 Few-Shot Learning image-classification
Code Code Available 5 Can Machines Read Coding Manuals Yet? -- A Benchmark for Building Better Language Models for Code Understanding Sep 15, 2021 Natural Language Understanding
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 Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis Sep 21, 2023 Cross-Modal Retrieval Image Captioning
Code Code Available 5 Imitation of Life: A Search Engine for Biologically Inspired Design Dec 20, 2023 Natural Language Understanding
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 Improving Grounded Natural Language Understanding through Human-Robot Dialog Mar 1, 2019 Natural Language Understanding
Code Code Available 5 Can Large Language Models Capture Dissenting Human Voices? May 23, 2023 Natural Language Inference Natural Language Understanding
Code Code Available 5 IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions Dec 11, 2023 Natural Language Understanding
Code Code Available 5 IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022 May 27, 2022 Natural Language Understanding Reinforcement Learning (RL)
Code Code Available 5 IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Oct 25, 2022 Machine Reading Comprehension Natural Language Understanding
Code Code Available 5 