Incorporating BERT into Neural Machine Translation Feb 17, 2020 Decoder Machine Translation
Code Code Available 5 IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languages Aug 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 PIQA: Reasoning about Physical Commonsense in Natural Language Nov 26, 2019 Articles Common Sense Reasoning
Code Code Available 5 PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance Jun 25, 2022 image-classification Image Classification
Code Code Available 5 Enhancing Language Representation with Constructional Information for Natural Language Understanding Jun 5, 2023 Natural Language Understanding
Code Code Available 5 Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available 5 Preserving Pre-trained Features Helps Calibrate Fine-tuned Language Models May 30, 2023 Language Modeling Language Modelling
Code Code Available 5 Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding Oct 23, 2023 Language Modeling Language Modelling
Code Code Available 5 Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available 5 Adapting Pretrained Transformer to Lattices for Spoken Language Understanding Nov 2, 2020 Natural Language Understanding speech-recognition
Code Code Available 5 Entailment as Robust Self-Learner May 26, 2023 Multi-class Classification Natural Language Understanding
Code Code Available 5 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Jul 1, 2021 Contrastive Learning Natural Language Understanding
Code Code Available 5 Belief Revision based Caption Re-ranker with Visual Semantic Information Sep 16, 2022 Caption Generation Image Captioning
Code Code Available 5 EPIE Dataset: A Corpus For Possible Idiomatic Expressions Jun 16, 2020 Machine Translation Natural Language Understanding
Code Code Available 5 Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Jul 11, 2019 Natural Language Understanding reinforcement-learning
Code Code Available 5 CLUES: Few-Shot Learning Evaluation in Natural Language Understanding Nov 4, 2021 Few-Shot Learning Natural Language Understanding
Code Code Available 5 InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning May 25, 2022 Dialogue Evaluation Dialogue Generation
Code Code Available 5 Event Time Extraction and Propagation via Graph Attention Networks Jun 1, 2021 Graph Attention Natural Language Understanding
Code Code Available 5 Relative Importance in Sentence Processing Jun 7, 2021 Natural Language Understanding Sentence
Code Code Available 5 Resource-Efficient Transformer Pruning for Finetuning of Large Models Jan 1, 2024 GPU Natural Language Understanding
Code Code Available 5 RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling Oct 17, 2020 Dialogue State Tracking Intent Detection
Code Code Available 5 Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
Code Code Available 5 Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4 Apr 7, 2023 Logical Reasoning Natural Language Inference
Code Code Available 5 Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Mar 14, 2023 Knowledge Base Question Answering Language Modeling
Code Code Available 5 Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages Dec 11, 2022 Natural Language Understanding XLM-R
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