Parameter-Efficient Fine-Tuning with Discrete Fourier Transform May 5, 2024 image-classification Image Classification
Code Code Available BEVDriver: Leveraging BEV Maps in LLMs for Robust Closed-Loop Driving Mar 5, 2025 Autonomous Driving Motion Planning
Code Code Available PERT: Pre-training BERT with Permuted Language Model Mar 14, 2022 Language Modeling Language Modelling
Code Code Available MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models Sep 21, 2023 Arithmetic Reasoning GSM8K
Code Code Available SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Aug 21, 2023 Entity Typing Event Extraction
Code Code Available MathOdyssey: Benchmarking Mathematical Problem-Solving Skills in Large Language Models Using Odyssey Math Data Jun 26, 2024 Benchmarking Math
Code Code Available MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models Aug 17, 2023 Decision Making Hallucination
Code Code Available Balancing LoRA Performance and Efficiency with Simple Shard Sharing Sep 19, 2024 Computational Efficiency GSM8K
Code Code Available PMC-LLaMA: Towards Building Open-source Language Models for Medicine Apr 27, 2023 Language Modeling Language Modelling
Code Code Available The First Place Solution of WSDM Cup 2024: Leveraging Large Language Models for Conversational Multi-Doc QA Feb 28, 2024 Natural Language Understanding Question Answering
Code Code Available LoRA-Pro: Are Low-Rank Adapters Properly Optimized? Jul 25, 2024 Code Generation Computational Efficiency
Code Code Available Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities May 26, 2025 Knowledge Graphs Natural Language Understanding
Code Code Available LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation Apr 10, 2025 Code Generation Continual Learning
Code Code Available JGLUE: Japanese General Language Understanding Evaluation Jun 1, 2022 FLUE Natural Language Understanding
Code Code Available An empirical study of LLaMA3 quantization: from LLMs to MLLMs Apr 22, 2024 Language Modelling Large Language Model
Code Code Available BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models Sep 12, 2023 Diagnostic Natural Language Understanding
Code Code Available I-BERT: Integer-only BERT Quantization Jan 5, 2021 GPU Natural Language Inference
Code Code Available Encoder vs Decoder: Comparative Analysis of Encoder and Decoder Language Models on Multilingual NLU Tasks Jun 19, 2024 Decoder Language Modeling
Code Code Available GPT Understands, Too Mar 18, 2021 Knowledge Probing Language Modeling
Code Code Available DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Nov 18, 2021 Language Modeling Language Modelling
Code Code Available DeBERTa: Decoding-enhanced BERT with Disentangled Attention Jun 5, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jul 19, 2023 Conversational Recommendation Diversity
Code Code Available Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment Feb 24, 2025 image-classification Image Classification
Code Code Available It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Sep 15, 2020 Natural Language Understanding
Code Code Available Large Language Model Safety: A Holistic Survey Dec 23, 2024 Language Modeling Language Modelling
Code Code Available Autonomous GIS: the next-generation AI-powered GIS May 10, 2023 Code Generation Information Retrieval
Code Code Available Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach Apr 11, 2021 Machine Translation 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 CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation Sep 13, 2021 Decoder Denoising
Code Code Available Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models Nov 4, 2021 Adversarial Attack Adversarial Robustness
Code Code Available CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Sep 3, 2021 Fact Checking Fact Verification
Code Code Available CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset Nov 9, 2023 Math Natural Language Understanding
Code Code Available Advances of Transformer-Based Models for News Headline Generation Jul 9, 2020 Headline Generation named-entity-recognition
Code Code Available ConvBERT: Improving BERT with Span-based Dynamic Convolution Aug 6, 2020 Natural Language Understanding
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 Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Aug 16, 2019 Diagnostic Graph Neural Network
Code Code Available Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Jul 11, 2019 Natural Language Understanding reinforcement-learning
Code Code Available Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues Apr 27, 2022 Dialogue Generation Natural Language Understanding
Code Code Available CLUES: Few-Shot Learning Evaluation in Natural Language Understanding Nov 4, 2021 Few-Shot Learning 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 AceGPT, Localizing Large Language Models in Arabic Sep 21, 2023 Instruction Following Language Modeling
Code Code Available CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Jul 1, 2021 Contrastive Learning Natural Language Understanding
Code Code Available Causality-aware Concept Extraction based on Knowledge-guided Prompting May 3, 2023 Knowledge Graphs 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
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