ImPaKT: A Dataset for Open-Schema Knowledge Base Construction Dec 21, 2022 Attribute Knowledge Base Construction
— 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 Multi-VALUE: A Framework for Cross-Dialectal English NLP Dec 15, 2022 Data Augmentation Machine Translation
— Unverified DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue Dec 15, 2022 Semantic Parsing XLM-R
Code Code Available Evaluating Byte and Wordpiece Level Models for Massively Multilingual Semantic Parsing Dec 14, 2022 Cross-Lingual Transfer Semantic Parsing
— Unverified 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 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 Structural generalization is hard for sequence-to-sequence models Oct 24, 2022 Semantic Parsing
Code Code Available Shift-Reduce Task-Oriented Semantic Parsing with Stack-Transformers Oct 21, 2022 Constituency Parsing Semantic Parsing
Code Code Available AskYourDB: An end-to-end system for querying and visualizing relational databases using natural language Oct 16, 2022 Semantic Parsing
— Unverified CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing Oct 13, 2022 Data Augmentation Semantic Parsing
— Unverified Bootstrapping Multilingual Semantic Parsers using Large Language Models Oct 13, 2022 Semantic Parsing Translation
— Unverified Benchmarking Long-tail Generalization with Likelihood Splits Oct 13, 2022 Benchmarking Language Modeling
Code Code Available Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing Oct 10, 2022 Semantic Parsing
Code Code Available Compositional Generalisation with Structured Reordering and Fertility Layers Oct 6, 2022 Semantic Parsing
Code Code Available Neural-Symbolic Recursive Machine for Systematic Generalization Oct 4, 2022 Arithmetic Reasoning Machine Translation
— Unverified Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing Oct 4, 2022 Decoder Hallucination
— Unverified 融合知识的多目标词联合框架语义分析模型(Knowledge-integrated Joint Model For Multi-target Frame Semantic Parsing) Oct 1, 2022 Semantic Parsing
— Unverified Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning Oct 1, 2022 Natural Language Inference reinforcement-learning
— Unverified Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations Oct 1, 2022 Semantic Parsing
Code Code Available Data Synthesis and Iterative Refinement for Neural Semantic Parsing without Annotated Logical Forms Oct 1, 2022 Denoising Language Modeling
— Unverified Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing Oct 1, 2022 Code Generation Knowledge Distillation
— Unverified Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing Sep 29, 2022 Prediction Retrieval
— Unverified Compositional Semantic Parsing with Large Language Models Sep 29, 2022 Semantic Parsing
— Unverified Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding Sep 28, 2022 NER Semantic Parsing
— Unverified Meta-Learning a Cross-lingual Manifold for Semantic Parsing Sep 26, 2022 Cross-Lingual Transfer Machine Translation
Code Code Available T5QL: Taming language models for SQL generation Sep 21, 2022 Code Generation Re-Ranking
— Unverified CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task Sep 21, 2022 intent-classification Intent Classification
Code Code Available Knowledge Base Question Answering: A Semantic Parsing Perspective Sep 12, 2022 Attribute Knowledge Base Question Answering
— Unverified Reducing Model Churn: Stable Re-training of Conversational Agents Sep 1, 2022 Semantic Parsing Structured Prediction
Code Code Available GRILLBot: An Assistant for Real-World Tasks with Neural Semantic Parsing and Graph-Based Representations Aug 31, 2022 Semantic Parsing
— Unverified A Survey on Table Question Answering: Recent Advances Jul 12, 2022 Question Answering Semantic Parsing
— Unverified Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base Jul 8, 2022 Question Answering Relation Extraction
Code Code Available Scene Graph Parsing via Abstract Meaning Representation in Pre-trained Language Models Jul 1, 2022 Abstract Meaning Representation AMR Parsing
— Unverified TurkishDelightNLP: A Neural Turkish NLP Toolkit Jul 1, 2022 Dependency Parsing Morphological Tagging
Code Code Available Interactive Learning from Natural Language and Demonstrations using Signal Temporal Logic Jul 1, 2022 Formal Logic Q-Learning
— Unverified Logical Story Representations via FrameNet + Semantic Parsing Jul 1, 2022 Formal Logic Question Answering
— Unverified OPERA: Operation-Pivoted Discrete Reasoning over Text Jul 1, 2022 Machine Reading Comprehension Reading Comprehension
Code Code Available STOP: A dataset for Spoken Task Oriented Semantic Parsing Jun 29, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Double-Graph Based Framework for Frame Semantic Parsing Jun 18, 2022 graph construction Semantic Parsing
Code Code Available Cross-lingual AMR Aligner: Paying Attention to Cross-Attention Jun 15, 2022 Abstract Meaning Representation Semantic Parsing
Code Code Available 