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 MEG: Medical Knowledge-Augmented Large Language Models for Question Answering Nov 6, 2024 Knowledge Graph Embeddings Multiple-choice
Code Code Available Dual Inference for Improving Language Understanding and Generation Oct 8, 2020 Natural Language Understanding Text Generation
Code Code Available Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues Apr 27, 2022 Dialogue Generation Natural Language Understanding
Code Code Available Dual Learning for Semi-Supervised Natural Language Understanding Apr 26, 2020 Natural Language Understanding Sentence
Code Code Available CSKG: The CommonSense Knowledge Graph Dec 21, 2020 Knowledge Graphs 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 MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning Feb 27, 2024 Diversity Instruction Following
Code Code Available Benchmarking Robustness of Machine Reading Comprehension Models Apr 29, 2020 Benchmarking Machine Reading Comprehension
Code Code Available DroidCall: A Dataset for LLM-powered Android Intent Invocation Nov 30, 2024 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 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Jul 1, 2021 Contrastive Learning Natural Language Understanding
Code Code Available Neural RST-based Evaluation of Discourse Coherence Sep 30, 2020 Coherence Evaluation Discourse Parsing
Code Code Available News Headline Grouping as a Challenging NLU Task May 12, 2021 Natural Language Understanding
Code Code Available Dual Supervised Learning for Natural Language Understanding and Generation May 15, 2019 Natural Language Understanding Text Generation
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 On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning Jun 17, 2024 Document AI Model Optimization
Code Code Available On Transferability of Prompt Tuning for Natural Language Processing Nov 12, 2021 Natural Language Understanding Transfer Learning
Code Code Available Optimal Subarchitecture Extraction For BERT Oct 20, 2020 CPU GPU
Code Code Available Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation Apr 26, 2021 Cloze (multi-choices) (Few-Shot) Cloze (multi-choices) (One-Shot)
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 ParsiNLU: A Suite of Language Understanding Challenges for Persian Dec 11, 2020 Machine Translation Natural Language Inference
Code Code Available AllenNLP: A Deep Semantic Natural Language Processing Platform Mar 20, 2018 Natural Language Understanding Reading Comprehension
Code Code Available PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance Jun 25, 2022 image-classification Image Classification
Code Code Available Belief Revision based Caption Re-ranker with Visual Semantic Information Sep 16, 2022 Caption Generation Image Captioning
Code Code Available ConFiguRe: Exploring Discourse-level Chinese Figures of Speech Sep 16, 2022 Natural Language Understanding Sentence
Code Code Available DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available Preserving Pre-trained Features Helps Calibrate Fine-tuned Language Models May 30, 2023 Language Modeling Language Modelling
Code Code Available Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Jul 11, 2019 Natural Language Understanding reinforcement-learning
Code Code Available A Surprisingly Robust Trick for Winograd Schema Challenge May 15, 2019 Common Sense Reasoning Coreference Resolution
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 DVMNet++: Rethinking Relative Pose Estimation for Unseen Objects Mar 20, 2024 Natural Language Understanding Object
Code Code Available COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Oct 12, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available Empowering News Recommendation with Pre-trained Language Models Apr 15, 2021 Articles Natural Language Understanding
Code Code Available Structure Inducing Pre-Training Mar 18, 2021 Descriptive Inductive Bias
Code Code Available Rethinking Positional Encoding in Language Pre-training Jun 28, 2020 Natural Language Understanding Sentence
Code Code Available RoBERTuito: a pre-trained language model for social media text in Spanish Nov 18, 2021 Language Modeling Language Modelling
Code Code Available Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics Nov 2, 2020 Natural Language Understanding Sentence
Code Code Available Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT Nov 19, 2020 Extractive Summarization Natural Language Understanding
Code Code Available Joint Localization and Activation Editing for Low-Resource Fine-Tuning Feb 3, 2025 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available Question Answering as Programming for Solving Time-Sensitive Questions May 23, 2023 Natural Language Understanding Question Answering
Code Code Available Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering Sep 29, 2023 image-classification Image Classification
— Unverified An Interdisciplinary Review of Commonsense Reasoning and Intent Detection Jun 16, 2025 Intent Detection Natural Language Understanding
— Unverified BaSCo: An Annotated Basque-Spanish Code-Switching Corpus for Natural Language Understanding Jun 1, 2022 Natural Language Understanding
— Unverified Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach Sep 20, 2019 Few-Shot Learning Logical Reasoning
— Unverified Designing the Next Generation of Intelligent Personal Robotic Assistants for the Physically Impaired Nov 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla Nov 16, 2021 Language Modeling Language Modelling
— Unverified An Improved Neural Baseline for Temporal Relation Extraction Sep 1, 2019 Common Sense Reasoning Natural Language Understanding
— Unverified 