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
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