Atomic Inference for NLI with Generated Facts as Atoms May 22, 2023 Logical Reasoning Natural Language Inference
Code Code Available Summarization-based Data Augmentation for Document Classification Dec 1, 2023 Classification Data Augmentation
Code Code Available Logic-of-Thought: Empowering Large Language Models with Logic Programs for Solving Puzzles in Natural Language May 22, 2025 Natural Language Understanding
Code Code Available VL-GLUE: A Suite of Fundamental yet Challenging Visuo-Linguistic Reasoning Tasks Oct 17, 2024 Natural Language Understanding
Code Code Available LogiQA 2.0—An Improved Dataset for Logical Reasoning in Natural Language Understanding Jun 6, 2023 Logical Reasoning Logical Reasoning Reading Comprehension
Code Code Available FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization Jun 1, 2023 image-classification Image Classification
Code Code Available LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning Oct 17, 2024 image-classification Image Classification
Code Code Available Long-Range Transformer Architectures for Document Understanding Sep 11, 2023 document understanding Information Retrieval
Code Code Available Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models Sep 29, 2021 Cross-Lingual Transfer Intent Recognition
Code Code Available Calibration of Natural Language Understanding Models with Venn--ABERS Predictors May 21, 2022 Natural Language Understanding
Code Code Available Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models Jun 15, 2023 Data Augmentation Knowledge Distillation
Code Code Available LoRA-GGPO: Mitigating Double Descent in LoRA Fine-Tuning via Gradient-Guided Perturbation Optimization Feb 20, 2025 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available Evaluating Fine-Tuning Efficiency of Human-Inspired Learning Strategies in Medical Question Answering Aug 15, 2024 Medical Question Answering Natural Language Understanding
Code Code Available Fine-tuning BERT-based models for Plant Health Bulletin Classification Jan 29, 2021 Classification General Classification
Code Code Available AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Apr 18, 2021 Cross-Lingual Transfer Natural Language Understanding
Code Code Available Supervised Knowledge Makes Large Language Models Better In-context Learners Dec 26, 2023 In-Context Learning Natural Language Understanding
Code Code Available ZoDIAC: Zoneout Dropout Injection Attention Calculation Jun 28, 2022 Image Captioning image-classification
Code Code Available RECKONition: a NLP-based system for Industrial Accidents at Work Prevention Apr 29, 2021 Clustering Natural Language Understanding
Code Code Available Low-resource Bilingual Dialect Lexicon Induction with Large Language Models Apr 19, 2023 Bilingual Lexicon Induction Machine Translation
Code Code Available Low-Resource Language Modelling of South African Languages Apr 1, 2021 Language Modelling Natural Language Understanding
Code Code Available Accelerating Natural Language Understanding in Task-Oriented Dialog Jun 5, 2020 Natural Language Understanding
Code Code Available FedQAS: Privacy-aware machine reading comprehension with federated learning Feb 9, 2022 Conversational Question Answering Federated Learning
Code Code Available Feature-Level Debiased Natural Language Understanding Dec 11, 2022 Contrastive Learning Natural Language Understanding
Code Code Available Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference Aug 4, 2017 Natural Language Inference Natural Language Understanding
Code Code Available Towards preserving word order importance through Forced Invalidation Apr 11, 2023 Natural Language Understanding Sentence
Code Code Available 