OpenICL: An Open-Source Framework for In-context Learning Mar 6, 2023 In-Context Learning Language Modeling
Code Code Available NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools Mar 2, 2023 Entity Linking Relation Extraction
Code Code Available Is Japanese CCGBank empirically correct? A case study of passive and causative constructions Feb 28, 2023 Semantic Parsing
— Unverified PAC Prediction Sets for Large Language Models of Code Feb 17, 2023 Code Generation Prediction
Code Code Available LEVER: Learning to Verify Language-to-Code Generation with Execution Feb 16, 2023 Arithmetic Reasoning Code Generation
Code Code Available NL2CMD: An Updated Workflow for Natural Language to Bash Commands Translation Feb 15, 2023 Code Translation Diversity
Code Code Available On graph-based reentrancy-free semantic parsing Feb 15, 2023 Semantic Parsing TAG
— Unverified The Role of Semantic Parsing in Understanding Procedural Text Feb 14, 2023 Semantic Parsing Semantic Role Labeling
Code Code Available RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Feb 12, 2023 Decoder Language Modeling
Code Code Available Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Jan 31, 2023 Hallucination Semantic Parsing
Code Code Available Active Learning for Multilingual Semantic Parser Jan 30, 2023 Active Learning Semantic Parsing
— Unverified On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex Jan 30, 2023 Adversarial Robustness Language Modeling
— Unverified Semantic Parsing for Conversational Question Answering over Knowledge Graphs Jan 28, 2023 Conversational Question Answering Knowledge Graphs
Code Code Available Underwater Robotics Semantic Parser Assistant Jan 28, 2023 Form Semantic Parsing
Code Code Available Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification Jan 26, 2023 Semantic Parsing Uncertainty Quantification
Code Code Available Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract) Jan 25, 2023 Language Modeling Language Modelling
— Unverified Low-Resource Compositional Semantic Parsing with Concept Pretraining Jan 24, 2023 Decoder Domain Adaptation
— Unverified Semantic-aware Contrastive Learning for More Accurate Semantic Parsing Jan 19, 2023 Contrastive Learning Semantic Parsing
— Unverified Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jan 18, 2023 Domain Generalization Inductive Bias
Code Code Available Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers Jan 10, 2023 Decoder Semantic Parsing
— Unverified Towards Autoformalization of Mathematics and Code Correctness: Experiments with Elementary Proofs Jan 5, 2023 Mathematical Proofs Semantic Parsing
Code Code Available Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge Jan 3, 2023 Semantic Parsing Text to SQL
Code Code Available OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup Jan 3, 2023 Semantic Parsing Virtual Try-on
Code Code Available Semantic Operator Prediction and Applications Jan 1, 2023 POS Prediction
— Unverified MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing Dec 27, 2022 Benchmarking Semantic Parsing
Code Code Available ImPaKT: A Dataset for Open-Schema Knowledge Base Construction Dec 21, 2022 Attribute Knowledge Base Construction
— Unverified ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models Dec 21, 2022 Extractive Question-Answering Language Modeling
— Unverified Extrinsic Evaluation of Machine Translation Metrics Dec 20, 2022 Dialogue State Tracking Machine Translation
— Unverified Dialog2API: Task-Oriented Dialogue with API Description and Example Programs Dec 20, 2022 In-Context Learning Semantic Parsing
— Unverified DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue Dec 15, 2022 Semantic Parsing XLM-R
Code Code Available Multi-VALUE: A Framework for Cross-Dialectal English NLP Dec 15, 2022 Data Augmentation Machine Translation
— Unverified Evaluating Byte and Wordpiece Level Models for Massively Multilingual Semantic Parsing Dec 14, 2022 Cross-Lingual Transfer Semantic Parsing
— Unverified Diverse Demonstrations Improve In-context Compositional Generalization Dec 13, 2022 In-Context Learning Semantic Parsing
Code Code Available A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods Nov 30, 2022 Knowledge Graphs Question Answering
— Unverified PhraseTransformer: An Incorporation of Local Context Information into Sequence-to-sequence Semantic Parsing Nov 29, 2022 Machine Translation NMT
Code Code Available Lexicon-injected Semantic Parsing for Task-Oriented Dialog Nov 26, 2022 Semantic Parsing
— Unverified Leveraging Data Recasting to Enhance Tabular Reasoning Nov 23, 2022 Semantic Parsing
— Unverified On the Compositional Generalization Gap of In-Context Learning Nov 15, 2022 In-Context Learning Semantic Parsing
— Unverified Calibrated Interpretation: Confidence Estimation in Semantic Parsing Nov 14, 2022 Semantic Parsing
Code Code Available CST5: Data Augmentation for Code-Switched Semantic Parsing Nov 14, 2022 Data Augmentation Semantic Parsing
Code Code Available Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database Nov 9, 2022 Question Answering Semantic Parsing
— Unverified Toward a Neural Semantic Parsing System for EHR Question Answering Nov 8, 2022 Question Answering Semantic Parsing
— Unverified Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Oct 30, 2022 Language Modeling Language Modelling
— Unverified Visual Semantic Parsing: From Images to Abstract Meaning Representation Oct 26, 2022 Abstract Meaning Representation Scene Understanding
— Unverified XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Oct 25, 2022 In-Context Learning Retrieval
Code Code Available ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs Oct 24, 2022 Graph Question Answering Knowledge Graphs
Code Code Available Structural generalization is hard for sequence-to-sequence models Oct 24, 2022 Semantic Parsing
Code Code Available ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Oct 22, 2022 Fact Verification Question Answering
Code Code Available Shift-Reduce Task-Oriented Semantic Parsing with Stack-Transformers Oct 21, 2022 Constituency Parsing Semantic Parsing
Code Code Available 