Compositional Generalization in Dependency Parsing Oct 13, 2021 Dependency Parsing Semantic Parsing
— Unverified Program Transfer for Answering Complex Questions over Knowledge Bases Oct 12, 2021 Program induction Semantic Parsing
Code Code Available AutoNLU: Detecting, root-causing, and fixing NLU model errors Oct 12, 2021 Active Learning Natural Language Understanding
— Unverified Disentangled Sequence to Sequence Learning for Compositional Generalization Oct 9, 2021 Disentanglement Machine Translation
Code Code Available SPaR.txt, a cheap Shallow Parsing approach for Regulatory texts Oct 4, 2021 Semantic Parsing
Code Code Available Towards Theme Detection in Personal Finance Questions Oct 4, 2021 Semantic Parsing Sentence
— Unverified DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models Oct 4, 2021 Argument Mining Logical Reasoning Reading Comprehension
Code Code Available Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing Oct 1, 2021 Constituency Parsing Few-Shot Learning
— Unverified Compositional generalization in semantic parsing with pretrained transformers Sep 30, 2021 Out-of-Distribution Generalization Semantic Parsing
Code Code Available A Graph-Based Neural Model for End-to-End Frame Semantic Parsing Sep 25, 2021 graph construction Semantic Parsing
Code Code Available Self-Enhancing Multi-filter Sequence-to-Sequence Model Sep 25, 2021 Clustering Decoder
— Unverified Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech Sep 22, 2021 Language Acquisition Semantic Parsing
Code Code Available Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Sep 22, 2021 Semantic Parsing Text to SQL
— Unverified RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Sep 21, 2021 Question Answering Retrieval
— Unverified Sister Help: Data Augmentation for Frame-Semantic Role Labeling Sep 16, 2021 Data Augmentation Semantic Parsing
Code Code Available Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers Sep 11, 2021 Continual Learning Semantic Parsing
Code Code Available PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Sep 10, 2021 Dialogue State Tracking Semantic Parsing
Code Code Available ReasonBERT: Pre-trained to Reason with Distant Supervision Sep 10, 2021 Extractive Question-Answering Question Answering
Code Code Available Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder Sep 9, 2021 named-entity-recognition Named Entity Recognition
— Unverified Graph-Based Decoding for Task Oriented Semantic Parsing Sep 9, 2021 Dependency Parsing Semantic Parsing
— Unverified Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data Sep 9, 2021 Data Augmentation Semantic Parsing
— Unverified Memory-Based Semantic Parsing Sep 7, 2021 Decoder Semantic Parsing
Code Code Available Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization Sep 6, 2021 Semantic Parsing
Code Code Available Corpus Creation and Language Identification in Low-Resource Code-Mixed Telugu-English Text Sep 1, 2021 Classification Language Identification
— Unverified Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs Sep 1, 2021 Conversational Question Answering Knowledge Graphs
— Unverified Complex Knowledge Base Question Answering: A Survey Aug 15, 2021 Information Retrieval Knowledge Base Question Answering
Code Code Available DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants Aug 15, 2021 named-entity-recognition Named Entity Recognition
— Unverified Focusing on Persons: Colorizing Old Images Learning from Modern Historical Movies Aug 14, 2021 Classification Colorization
Code Code Available Kicktionary-LOME: A Domain-Specific Multilingual Frame Semantic Parsing Model for Football Language Aug 12, 2021 Prediction Semantic Parsing
— Unverified Making Transformers Solve Compositional Tasks Aug 9, 2021 Semantic Parsing
— Unverified Tiny Neural Models for Seq2Seq Aug 7, 2021 Decoder Semantic Parsing
Code Code Available Compositional Generalization in Multilingual Semantic Parsing over Wikidata Aug 7, 2021 Cross-Lingual Transfer Semantic Parsing
Code Code Available Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL Aug 2, 2021 Relation Semantic Parsing
— Unverified Knowledge Informed Semantic Parsing for Conversational Question Answering Aug 1, 2021 Conversational Question Answering Decoder
— Unverified Grammar-Constrained Neural Semantic Parsing with LR Parsers Aug 1, 2021 Semantic Parsing
— Unverified Joint Multi-Decoder Framework with Hierarchical Pointer Network for Frame Semantic Parsing Aug 1, 2021 Decoder Semantic Parsing
— Unverified Incorporating Compositionality and Morphology into End-to-End Models Aug 1, 2021 Reading Comprehension Semantic Parsing
— Unverified Value-Agnostic Conversational Semantic Parsing Aug 1, 2021 Computational Efficiency Semantic Parsing
— Unverified A Knowledge-Guided Framework for Frame Identification Aug 1, 2021 Semantic Parsing Sentence
— Unverified CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet Aug 1, 2021 Entity Linking Entity Typing
Code Code Available Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data Aug 1, 2021 Code Generation Inductive Bias
Code Code Available Lexicon Learning for Few Shot Sequence Modeling Aug 1, 2021 Instruction Following Machine Translation
Code Code Available ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering Aug 1, 2021 Knowledge Base Question Answering Question Answering
Code Code Available TAPEX: Table Pre-training via Learning a Neural SQL Executor Jul 16, 2021 Language Modeling Language Modelling
Code Code Available Learning Algebraic Recombination for Compositional Generalization Jul 14, 2021 Semantic Parsing
Code Code Available Enforcing Consistency in Weakly Supervised Semantic Parsing Jul 13, 2021 Semantic Parsing Visual Reasoning
Code Code Available Assessing Data Efficiency in Task-Oriented Semantic Parsing Jul 10, 2021 Semantic Parsing
— Unverified Draw Me a Flower: Processing and Grounding Abstraction in Natural Language Jun 27, 2021 4k Instruction Following
— Unverified Semantic Parsing Natural Language into Relational Algebra Jun 25, 2021 Semantic Parsing
— Unverified AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry Jun 24, 2021 Question Answering Semantic Parsing
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