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 Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation Apr 11, 2022 Classification Diagnostic
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 bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark Jun 4, 2023 Fact Checking named-entity-recognition
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 IAI MovieBot 2.0: An Enhanced Research Platform with Trainable Neural Components and Transparent User Modeling Mar 1, 2024 Conversational Recommendation Dialogue Management
Code Code Available 5 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 5 RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning Jan 16, 2022 Few-Shot Learning Link Prediction
Code Code Available 5 Hysteresis Activation Function for Efficient Inference Nov 15, 2024 Image Classification Natural Language Understanding
Code Code Available 5 Evaluating Fine-Tuning Efficiency of Human-Inspired Learning Strategies in Medical Question Answering Aug 15, 2024 Medical Question Answering Natural Language Understanding
Code Code Available 5 ID10M: Idiom Identification in 10 Languages Jul 1, 2022 Natural Language Understanding
Code Code Available 5 Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Apr 26, 2020 Clustering Form
Code Code Available 5 How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics Aug 24, 2020 Language Modeling Language Modelling
Code Code Available 5 Identifying Distributional Perspective Differences from Colingual Groups Apr 10, 2020 Natural Language Understanding
Code Code Available 5 DisSent: Sentence Representation Learning from Explicit Discourse Relations Oct 12, 2017 Dependency Parsing Natural Language Understanding
Code Code Available 5 DisSent: Learning Sentence Representations from Explicit Discourse Relations Jul 1, 2019 Dependency Parsing Natural Language Understanding
Code Code Available 5 CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling May 16, 2023 Document Classification Language Modelling
Code Code Available 5 A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus May 20, 2024 Machine Translation Natural Language Inference
Code Code Available 5 How Decoding Strategies Affect the Verifiability of Generated Text Nov 9, 2019 Language Modelling Natural Language Understanding
Code Code Available 5 A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Jul 19, 2019 Multi-Task Learning Natural Language Inference
Code Code Available 5 Discontinuous Grammar as a Foreign Language Oct 20, 2021 Machine Translation Natural Language Understanding
Code Code Available 5 BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations Oct 6, 2020 Natural Language Understanding Question Answering
Code Code Available 5 Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Oct 2, 2019 Natural Language Understanding Sentence
Code Code Available 5 Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims Jun 8, 2019 8k Fact Checking
Code Code Available 5 Commonsense Knowledge Mining from Term Definitions Feb 1, 2021 Knowledge Graphs Natural Language Understanding
Code Code Available 5 From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency Apr 18, 2024 Form Language Modelling
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 Semantics-aware BERT for Language Understanding Sep 5, 2019 Language Modeling Language Modelling
Code Code Available 5 Semi-supervised Ensemble Learning with Weak Supervision for Biomedical Relationship Extraction Nov 17, 2018 Drug Discovery Ensemble Learning
Code Code Available 5 Sentences with Gapping: Parsing and Reconstructing Elided Predicates Apr 18, 2018 Natural Language Understanding Relation
Code Code Available 5 Hierarchical Transformer for Task Oriented Dialog Systems Oct 24, 2020 Natural Language Understanding Question Answering
Code Code Available 5 How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Jan 12, 2022 Natural Language Understanding
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 BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning Feb 7, 2019 Multi-Task Learning Natural Language Inference
Code Code Available 5 HeGeL: A Novel Dataset for Geo-Location from Hebrew Text Jul 2, 2023 Natural Language Understanding Retrieval
Code Code Available 5 Gendered Pronoun Resolution using BERT and an extractive question answering formulation Jun 9, 2019 coreference-resolution Coreference Resolution
Code Code Available 5 Grounding learning of modifier dynamics: An application to color naming Sep 17, 2019 Additive models Natural Language Understanding
Code Code Available 5 HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding Aug 19, 2023 Contrastive Learning In-Context Learning
Code Code Available 5 Bengali Intent Classification with Generative Adversarial BERT Dec 17, 2023 Classification Generative Adversarial Network
Code Code Available 5 TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available 5 HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization May 31, 2021 Data Augmentation Natural Language Understanding
Code Code Available 5 GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models Aug 12, 2024 Natural Language Understanding
Code Code Available 5 Goal-Oriented Script Construction Jul 28, 2021 Articles Language Modeling
Code Code Available 5 An Investigation of the (In)effectiveness of Counterfactually Augmented Data Jul 1, 2021 Diversity Natural Language Understanding
Code Code Available 5 GPT-Neo for commonsense reasoning -- a theoretical and practical lens Nov 28, 2022 Natural Language Understanding
Code Code Available 5 Dialect Normalization using Large Language Models and Morphological Rules Jun 10, 2025 Natural Language Understanding
Code Code Available 5 Detecting Entailment in Code-Mixed Hindi-English Conversations Nov 1, 2020 Data Augmentation Language Modeling
Code Code Available 5 An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification Nov 1, 2021 Language Identification Natural Language Understanding
Code Code Available 5 ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions Jun 6, 2024 Data Augmentation Diversity
Code Code Available 5 HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability Aug 1, 2021 Data Augmentation Natural Language Understanding
Code Code Available 5 