Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning Oct 26, 2022 Language Modeling Language Modelling
Code Code Available 5 Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
Code Code Available 5 Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition Jul 29, 2021 Natural Language Understanding Reading Comprehension
Code Code Available 5 Intent Detection and Slot Filling for Vietnamese Apr 5, 2021 Intent Classification and Slot Filling Intent Detection
Code Code Available 5 ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications Nov 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Convolution-enhanced Evolving Attention Networks Dec 16, 2022 image-classification Image Classification
Code Code Available 5 Active Learning by Acquiring Contrastive Examples Sep 8, 2021 Active Learning Diversity
Code Code Available 5 CalBERT - Code-mixed Adaptive Language representations using BERT Apr 14, 2022 Natural Language Understanding Sentiment Analysis
Code Code Available 5 CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Sep 3, 2021 Fact Checking Fact Verification
Code Code Available 5 Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models May 24, 2023 document understanding Image Captioning
Code Code Available 5 Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus Apr 14, 2020 Natural Language Understanding Semantic Role Labeling
Code Code Available 5 Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4 Apr 7, 2023 Logical Reasoning Natural Language Inference
Code Code Available 5 Attention Is (not) All You Need for Commonsense Reasoning May 31, 2019 All Coreference Resolution
Code Code Available 5 Analyzing Multi-Task Learning for Abstractive Text Summarization Oct 26, 2022 Abstractive Text Summarization Multi-Task Learning
Code Code Available 5 Bot or Human? Detecting ChatGPT Imposters with A Single Question May 10, 2023 Language Modeling Language Modelling
Code Code Available 5 CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mar 19, 2023 Decoder Intent Detection
Code Code Available 5 An Annotated Corpus of Reference Resolution for Interpreting Common Grounding Nov 18, 2019 Coreference Resolution Goal-Oriented Dialog
Code Code Available 5 C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available 5 Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Apr 7, 2020 Diagnostic Implicatures
Code Code Available 5 BLUEX: A benchmark based on Brazilian Leading Universities Entrance eXams Jul 11, 2023 Natural Language Understanding
Code Code Available 5 KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Apr 7, 2020 Natural Language Inference Natural Language Understanding
Code Code Available 5 K-PLUG: KNOWLEDGE-INJECTED PRE-TRAINED LANGUAGE MODEL FOR NATURAL LANGUAGE UNDERSTANDING AND GENERATION Jan 1, 2021 Chatbot Decoder
Code Code Available 5 Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations Nov 26, 2020 Cloze Test Natural Language Understanding
Code Code Available 5 Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models Mar 24, 2023 Machine Translation Natural Language Understanding
Code Code Available 5 Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Mar 14, 2023 Knowledge Base Question Answering Language Modeling
Code Code Available 5 Automatic Disfluency Detection from Untranscribed Speech Nov 1, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Joint Prompt Optimization of Stacked LLMs using Variational Inference Jun 21, 2023 Natural Language Understanding Variational Inference
Code Code Available 5 Large Language Models as Corporate Lobbyists Jan 3, 2023 Language Modeling Language Modelling
Code Code Available 5 Enhancing Language Representation with Constructional Information for Natural Language Understanding Jun 5, 2023 Natural Language Understanding
Code Code Available 5 Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models Apr 15, 2021 Natural Language Understanding Sentence
Code Code Available 5 A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery Mar 7, 2023 Clustering Dimensionality Reduction
Code Code Available 5 Entailment as Robust Self-Learner May 26, 2023 Multi-class Classification Natural Language Understanding
Code Code Available 5 Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Oct 28, 2024 Automated Theorem Proving Code Generation
Code Code Available 5 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Apr 8, 2022 Entity Linking Language Modeling
Code Code Available 5 LexGLUE: A Benchmark Dataset for Legal Language Understanding in English Oct 3, 2021 Multi-class Classification Multi-Label Classification
Code Code Available 5 AutoTrans: Automating Transformer Design via Reinforced Architecture Search Sep 4, 2020 Natural Language Understanding Navigate
Code Code Available 5 End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Apr 29, 2020 Cross-Lingual Transfer Goal-Oriented Dialog
Code Code Available 5 A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models Oct 11, 2022 Natural Language Understanding
Code Code Available 5 EPIC30M: An Epidemics Corpus Of Over 30 Million Relevant Tweets Jun 9, 2020 Natural Language Understanding
Code Code Available 5 BiPFT: Binary Pre-trained Foundation Transformer with Low-rank Estimation of Binarization Residual Polynomials Dec 14, 2023 Binarization Natural Language Understanding
Code Code Available 5 Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling Apr 18, 2022 Natural Language Understanding
Code Code Available 5 Call for Papers -- The BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus Jan 27, 2023 Language Acquisition Language Modeling
Code Code Available 5 ARBML: Democritizing Arabic Natural Language Processing Tools Nov 1, 2020 Natural Language Understanding
Code Code Available 5 Endowing Language Models with Multimodal Knowledge Graph Representations Jun 27, 2022 Multilingual Named Entity Recognition named-entity-recognition
Code Code Available 5 EPIE Dataset: A Corpus For Possible Idiomatic Expressions Jun 16, 2020 Machine Translation Natural Language Understanding
Code Code Available 5 Distilling Large Vision-Language Model with Out-of-Distribution Generalizability Jul 6, 2023 Few-Shot Image Classification Image Classification
Code Code Available 5 Event Time Extraction and Propagation via Graph Attention Networks Jun 1, 2021 Graph Attention Natural Language Understanding
Code Code Available 5 BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available 5 Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Mar 7, 2021 Decoder Empathetic Response Generation
Code Code Available 5 A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available 5 