Joint Prompt Optimization of Stacked LLMs using Variational Inference Jun 21, 2023 Natural Language Understanding Variational Inference
Code Code Available Dual Supervised Learning for Natural Language Understanding and Generation May 15, 2019 Natural Language Understanding Text Generation
Code Code Available data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Feb 7, 2022 image-classification Image Classification
Code Code Available Debiasing Methods in Natural Language Understanding Make Bias More Accessible Sep 9, 2021 Language Modeling Language Modelling
Code Code Available CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available Beyond Silent Letters: Amplifying LLMs in Emotion Recognition with Vocal Nuances Jul 31, 2024 Emotion Recognition Emotion Recognition in Conversation
Code Code Available CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Sep 3, 2021 Fact Checking Fact Verification
Code Code Available C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available DVMNet++: Rethinking Relative Pose Estimation for Unseen Objects Mar 20, 2024 Natural Language Understanding Object
Code Code Available From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent Sep 6, 2022 Explainable Artificial Intelligence (XAI) Natural Language Understanding
Code Code Available Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models May 24, 2023 document understanding Image Captioning
Code Code Available Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus Apr 14, 2020 Natural Language Understanding Semantic Role Labeling
Code Code Available AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning May 24, 2022 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mar 19, 2023 Decoder Intent Detection
Code Code Available CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Nov 1, 2022 Natural Language Understanding Negation
Code Code Available Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models Oct 8, 2023 MMLU Natural Language Understanding
Code Code Available ConFiguRe: Exploring Discourse-level Chinese Figures of Speech Sep 16, 2022 Natural Language Understanding Sentence
Code Code Available DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Mar 23, 2025 Image Generation Natural Language Understanding
Code Code Available A Sequence-to-Sequence Approach to Dialogue State Tracking Nov 18, 2020 Classification Decoder
Code Code Available A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit Nov 1, 2021 Abusive Language Natural Language Understanding
Code Code Available A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation Sep 29, 2020 Data Augmentation Machine Translation
Code Code Available Distilling Large Vision-Language Model with Out-of-Distribution Generalizability Jul 6, 2023 Few-Shot Image Classification Image Classification
Code Code Available ALBETO and DistilBETO: Lightweight Spanish Language Models Apr 19, 2022 Natural Language Understanding NER
Code Code Available DroidCall: A Dataset for LLM-powered Android Intent Invocation Nov 30, 2024 Natural Language Understanding
Code Code Available COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Oct 12, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available Active Learning by Acquiring Contrastive Examples Sep 8, 2021 Active Learning Diversity
Code Code Available Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Jun 16, 2021 Deep Learning Information Retrieval
Code Code Available Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics Nov 2, 2020 Natural Language Understanding Sentence
Code Code Available Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset Nov 9, 2023 Math Natural Language Understanding
Code Code Available Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Dec 14, 2022 Decoder image-classification
Code Code Available Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Mar 7, 2021 Decoder Empathetic Response Generation
Code Code Available Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective Jun 11, 2023 In-Context Learning Molecule Captioning
Code Code Available End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Apr 29, 2020 Cross-Lingual Transfer Goal-Oriented Dialog
Code Code Available Enhancing Language Representation with Constructional Information for Natural Language Understanding Jun 5, 2023 Natural Language Understanding
Code Code Available CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Aug 16, 2019 Diagnostic Graph Neural Network
Code Code Available EPIE Dataset: A Corpus For Possible Idiomatic Expressions Jun 16, 2020 Machine Translation Natural Language Understanding
Code Code Available AllenNLP: A Deep Semantic Natural Language Processing Platform Mar 20, 2018 Natural Language Understanding Reading Comprehension
Code Code Available Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
Code Code Available CLUES: Few-Shot Learning Evaluation in Natural Language Understanding Nov 4, 2021 Few-Shot Learning Natural Language Understanding
Code Code Available A Surprisingly Robust Trick for Winograd Schema Challenge May 15, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation Jun 2, 2019 Common Sense Reasoning Language Modeling
Code Code Available A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models Oct 11, 2022 Natural Language Understanding
Code Code Available Extracting Event Temporal Relations via Hyperbolic Geometry Sep 12, 2021 Natural Language Understanding Relation
Code Code Available Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT Nov 19, 2020 Extractive Summarization Natural Language Understanding
Code Code Available A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering May 11, 2020 Natural Language Understanding Question Answering
Code Code Available A Survey of RWKV Dec 19, 2024 Natural Language Understanding Survey
Code Code Available FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark Jul 15, 2021 Few-Shot Learning Machine Reading Comprehension
Code Code Available FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding Sep 27, 2021 Benchmarking Natural Language Understanding
Code Code Available AceGPT, Localizing Large Language Models in Arabic Sep 21, 2023 Instruction Following Language Modeling
Code Code Available Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Apr 7, 2020 Diagnostic Implicatures
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