Is this sentence valid? An Arabic Dataset for Commonsense Validation Aug 25, 2020 Natural Language Understanding Sentence
Code Code Available Improving Tokenisation by Alternative Treatment of Spaces Apr 8, 2022 Natural Language Understanding
Code Code Available Jack the Reader -- A Machine Reading Framework Jul 1, 2018 Articles Information Retrieval
Code Code Available Improving the Efficiency of Visually Augmented Language Models Sep 17, 2024 Image Generation Image Retrieval
Code Code Available PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation Apr 3, 2023 Denoising Language Modeling
Code Code Available Improving Non-autoregressive Generation with Mixup Training Oct 21, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available SLM-Mod: Small Language Models Surpass LLMs at Content Moderation Oct 17, 2024 Language Modeling Language Modelling
Code Code Available Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models Jan 18, 2021 Language Modeling Language Modelling
Code Code Available Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning Aug 9, 2023 Contrastive Learning Intent Detection
Code Code Available What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues Sep 1, 2019 coreference-resolution Coreference Resolution
Code Code Available ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization Jun 14, 2022 Community Question Answering Descriptive
Code Code Available Chinese Lexical Analysis with Deep Bi-GRU-CRF Network Jul 5, 2018 Lexical Analysis named-entity-recognition
Code Code Available Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards Oct 12, 2020 coreference-resolution Coreference Resolution
Code Code Available Joint Slot Filling and Intent Detection via Capsule Neural Networks Dec 22, 2018 Intent Detection Natural Language Understanding
Code Code Available PerspectroScope: A Window to the World of Diverse Perspectives Jun 11, 2019 Natural Language Inference Natural Language Understanding
Code Code Available A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Jul 19, 2019 Multi-Task Learning Natural Language Inference
Code Code Available Improving In-Context Learning with Small Language Model Ensembles Oct 29, 2024 Domain Labelling In-Context Learning
Code Code Available Improving Grounded Natural Language Understanding through Human-Robot Dialog Mar 1, 2019 Natural Language Understanding
Code Code Available Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP Dec 1, 2024 Natural Language Understanding zero-shot-classification
Code Code Available Discontinuous Grammar as a Foreign Language Oct 20, 2021 Machine Translation Natural Language Understanding
Code Code Available PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search Jul 19, 2022 Information Retrieval Natural Language Understanding
Code Code Available KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning Jun 24, 2024 Hierarchical Reinforcement Learning Knowledge Graphs
Code Code Available Ask me in your own words: paraphrasing for multitask question answering Oct 27, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available 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 Improving Bias Mitigation through Bias Experts in Natural Language Understanding Dec 6, 2023 Binary Classification Multi-class Classification
Code Code Available Dialect Normalization using Large Language Models and Morphological Rules Jun 10, 2025 Natural Language Understanding
Code Code Available Detecting Entailment in Code-Mixed Hindi-English Conversations Nov 1, 2020 Data Augmentation Language Modeling
Code Code Available Design Challenges for a Multi-Perspective Search Engine Dec 15, 2021 Natural Language Understanding Retrieval
Code Code Available DEPTH: Discourse Education through Pre-Training Hierarchically May 13, 2024 Decoder Natural Language Understanding
Code Code Available Dense Retrieval as Indirect Supervision for Large-space Decision Making Oct 28, 2023 Decision Making Entity Typing
Code Code Available Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis Sep 21, 2023 Cross-Modal Retrieval Image Captioning
Code Code Available Understanding and Tackling Label Errors in Individual-Level Nature Language Understanding Feb 18, 2025 Natural Language Understanding Sentiment Analysis
Code Code Available ChatGPT as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection Aug 25, 2023 Data Augmentation Intent Detection
Code Code Available A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution Sep 27, 2020 coreference-resolution Coreference Resolution
Code Code Available Imitation of Life: A Search Engine for Biologically Inspired Design Dec 20, 2023 Natural Language Understanding
Code Code Available 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 DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders Jun 25, 2021 Abstractive Text Summarization Decoder
Code Code Available Pragmatically Informative Color Generation by Grounding Contextual Modifiers Oct 9, 2020 Natural Language Understanding
Code Code Available IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions Dec 11, 2023 Natural Language Understanding
Code Code Available IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Oct 25, 2022 Machine Reading Comprehension Natural Language Understanding
Code Code Available Identifying Distributional Perspective Differences from Colingual Groups Apr 10, 2020 Natural Language Understanding
Code Code Available Predicate Argument Alignment using a Global Coherence Model May 1, 2015 coreference-resolution Coreference Resolution
Code Code Available CERT: Contrastive Self-supervised Learning for Language Understanding May 16, 2020 Natural Language Understanding Self-Supervised Learning
Code Code Available Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning Jul 1, 2019 Natural Language Understanding Word Embeddings
Code Code Available Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning Sep 16, 2022 Natural Language Understanding reinforcement-learning
Code Code Available ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling Feb 9, 2024 Hallucination Natural Language Understanding
Code Code Available Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice May 30, 2021 Adversarial Attack Anomaly Detection
Code Code Available ID10M: Idiom Identification in 10 Languages Jul 1, 2022 Natural Language Understanding
Code Code Available IAI MovieBot 2.0: An Enhanced Research Platform with Trainable Neural Components and Transparent User Modeling Mar 1, 2024 Conversational Recommendation Dialogue Management
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