Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues Apr 27, 2022 Dialogue Generation Natural Language Understanding
Code Code Available MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation Nov 15, 2023 All Event Argument Extraction
Code Code Available DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Mar 23, 2025 Image Generation Natural Language Understanding
Code Code Available Benchmarking Robustness of Machine Reading Comprehension Models Apr 29, 2020 Benchmarking Machine Reading Comprehension
Code Code Available Joint Prompt Optimization of Stacked LLMs using Variational Inference Jun 21, 2023 Natural Language Understanding Variational Inference
Code Code Available Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
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 Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available Debiasing Methods in Natural Language Understanding Make Bias More Accessible Sep 9, 2021 Language Modeling Language Modelling
Code Code Available Belief Revision based Caption Re-ranker with Visual Semantic Information Sep 16, 2022 Caption Generation Image Captioning
Code Code Available MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation Apr 15, 2022 Knowledge Distillation Mixture-of-Experts
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 Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Mar 13, 2021 Natural Language Understanding slot-filling
Code Code Available MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotation Oct 12, 2020 Dialogue State Tracking Natural Language Understanding
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 CLUES: Few-Shot Learning Evaluation in Natural Language Understanding Nov 4, 2021 Few-Shot Learning 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 CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Sep 3, 2021 Fact Checking Fact Verification
Code Code Available Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective Feb 16, 2022 Fact Verification Natural Language Inference
Code Code Available OET: Optimization-based prompt injection Evaluation Toolkit May 1, 2025 Adversarial Robustness Natural Language Understanding
Code Code Available Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions Nov 1, 2023 Few-Shot NLI Instruction Following
Code Code Available On Transferability of Prompt Tuning for Natural Language Processing Nov 12, 2021 Natural Language Understanding Transfer Learning
Code Code Available Out-of-domain Detection for Natural Language Understanding in Dialog Systems Sep 9, 2019 Generative Adversarial Network Natural Language Understanding
Code Code Available PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation Apr 14, 2020 Abstractive Text Summarization Conversational Response Generation
Code Code Available Efficient Long-Text Understanding with Short-Text Models Aug 1, 2022 Articles Decoder
Code Code Available 