Browse State-of-the-Art › Semantic Parsing › Papers, page 5

Semantic Parsing

Papers archive 2025-07-28

archive papers tagged: 1,202 · with a code link: 414 · where Syntology ran a sample: 96 (81 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (96 of 1,202 tagged: 81 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)

Page 5 of 13: papers 401 to 500 of 1,202, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings
  20 Jun 2016 1 repository listed
• Simpler Context-Dependent Logical Forms via Model Projections
  16 Jun 2016 1 repository listed
• Data Recombination for Neural Semantic Parsing
  11 Jun 2016 1 repository listed
• Question Answering on Freebase via Relation Extraction and Textual Evidence
  3 Mar 2016 1 repository listed
• Transforming Dependency Structures to Logical Forms for Semantic Parsing
  1 Jan 2016 1 repository listed
• Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text
  4 Dec 2015 1 repository listed
• Solving Geometry Problems: Combining Text and Diagram Interpretation
  1 Sep 2015 1 repository listed
• Environment-Driven Lexicon Induction for High-Level Instructions
  1 Jul 2015 1 repository listed
• Event Detection and Domain Adaptation with Convolutional Neural Networks
  1 Jul 2015 1 repository listed
• Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
  1 Jul 2015 1 repository listed
• Imitation Learning of Agenda-based Semantic Parsers
  1 Jan 2015 1 repository listed
• Cornell SPF: Cornell Semantic Parsing Framework
  13 Nov 2013 1 repository listed
• Smatch: an Evaluation Metric for Semantic Feature Structures
  1 Aug 2013 1 repository listed
• Learning Dependency-Based Compositional Semantics
  1 Jan 2013 1 repository listed
• Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
  20 May 2025 0 repositories listed
• Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models
  16 May 2025 0 repositories listed
• ZOGRASCOPE: A New Benchmark for Property Graphs
  7 Mar 2025 0 repositories listed
• Geo-Semantic-Parsing: AI-powered geoparsing by traversing semantic knowledge graphs
  3 Mar 2025 0 repositories listed
• ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting
  20 Feb 2025 0 repositories listed
• MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering
  19 Feb 2025 0 repositories listed
• Linguistic Generalizations are not Rules: Impacts on Evaluation of LMs
  18 Feb 2025 0 repositories listed
• A Semantic Parsing Algorithm to Solve Linear Ordering Problems
  12 Feb 2025 0 repositories listed
• DBRouting: Routing End User Queries to Databases for Answerability
  27 Jan 2025 0 repositories listed
• LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning about Actions
  1 Jan 2025 0 repositories listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 7 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
  27 Dec 2024 0 repositories listed
• ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics
  18 Dec 2024 0 repositories listed
• DART: An AIGT Detector using AMR of Rephrased Text
  16 Dec 2024 0 repositories listed
• Retrieval-Augmented Semantic Parsing: Using Large Language Models to Improve Generalization
  13 Dec 2024 0 repositories listed
• Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay
  10 Dec 2024 0 repositories listed
• Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs
  27 Nov 2024 0 repositories listed
• SAKA: An Intelligent Platform for Semi-automated Knowledge Graph Construction and Application
  10 Oct 2024 0 repositories listed
• Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing
  5 Oct 2024 0 repositories listed
• Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection
  24 Sep 2024 0 repositories listed
• Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
  22 Sep 2024 0 repositories listed
• How Does Code Pretraining Affect Language Model Task Performance?
  6 Sep 2024 0 repositories listed
• Robust Text-to-Cypher Using Combination of BERT, GraphSAGE, and Transformer (CoBGT) Model
  4 Sep 2024 0 repositories listed
• Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning
  3 Jul 2024 0 repositories listed
• Learning to Retrieve Iteratively for In-Context Learning
  20 Jun 2024 0 repositories listed
• Temporal Knowledge Graph Question Answering: A Survey
  20 Jun 2024 0 repositories listed
• Efficient Prompting for LLM-based Generative Internet of Things
  14 Jun 2024 0 repositories listed
• SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing
  1 Jun 2024 0 repositories listed
• CREPE: Coordinate-Aware End-to-End Document Parser
  1 May 2024 0 repositories listed
• Multi-hop Question Answering over Knowledge Graphs using Large Language Models
  30 Apr 2024 0 repositories listed
• Towards Compositionally Generalizable Semantic Parsing in Large Language Models: A Survey
  15 Apr 2024 0 repositories listed
• PMB5: Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks
  12 Apr 2024 0 repositories listed
• Self-Improvement Programming for Temporal Knowledge Graph Question Answering
  2 Apr 2024 0 repositories listed
• Ar-Spider: Text-to-SQL in Arabic
  22 Feb 2024 0 repositories listed
• Training Table Question Answering via SQL Query Decomposition
  19 Feb 2024 0 repositories listed
• Neural Models for Source Code Synthesis and Completion
  8 Feb 2024 0 repositories listed
• LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System
  5 Feb 2024 0 repositories listed
• Language-Guided World Models: A Model-Based Approach to AI Control
  24 Jan 2024 0 repositories listed
• How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
  11 Jan 2024 0 repositories listed
• Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases
  22 Dec 2023 0 repositories listed
• kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning
  17 Dec 2023 0 repositories listed
• Semantic Parsing for Question Answering over Knowledge Graphs
  1 Dec 2023 0 repositories listed
• Predicting generalization performance with correctness discriminators
  15 Nov 2023 0 repositories listed
• Robust NL-to-Cypher Translation for KBQA: Harnessing Large Language Model with Chain of Prompts
  28 Oct 2023 0 repositories listed
• Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey
  27 Oct 2023 0 repositories listed
• An In-Context Schema Understanding Method for Knowledge Base Question Answering
  22 Oct 2023 0 repositories listed
• Structural generalization in COGS: Supertagging is (almost) all you need
  21 Oct 2023 0 repositories listed
• Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing
  7 Oct 2023 0 repositories listed
• Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks
  1 Oct 2023 0 repositories listed
• L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
  29 Sep 2023 0 repositories listed
• PARF: Primitive-Aware Radiance Fusion for Indoor Scene Novel View Synthesis
  29 Sep 2023 0 repositories listed
• LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning
  24 Sep 2023 0 repositories listed
• Augmenting text for spoken language understanding with Large Language Models
  17 Sep 2023 0 repositories listed
• Semantic Parsing in Limited Resource Conditions
  14 Sep 2023 0 repositories listed
• HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge
  22 Aug 2023 0 repositories listed
• Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting
  1 Aug 2023 0 repositories listed
• Structural Transfer Learning in NL-to-Bash Semantic Parsers
  31 Jul 2023 0 repositories listed
• Semantic Parsing of Colonoscopy Videos with Multi-Label Temporal Networks
  12 Jun 2023 0 repositories listed
• Incorporating Deep Syntactic and Semantic Knowledge for Chinese Sequence Labeling with GCN
  3 Jun 2023 0 repositories listed
• Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing
  24 May 2023 0 repositories listed
• Skill-Based Few-Shot Selection for In-Context Learning
  23 May 2023 0 repositories listed
• The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning
  22 May 2023 0 repositories listed
• HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution
  12 May 2023 0 repositories listed
• QURG: Question Rewriting Guided Context-Dependent Text-to-SQL Semantic Parsing
  11 May 2023 0 repositories listed
• Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
  7 May 2023 0 repositories listed
• Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels
  5 May 2023 0 repositories listed
• A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge
  2 May 2023 0 repositories listed
• Divide and Prompt: Chain of Thought Prompting for Text-to-SQL
  23 Apr 2023 0 repositories listed
• TreePiece: Faster Semantic Parsing via Tree Tokenization
  30 Mar 2023 0 repositories listed
• Did You Mean...? Confidence-based Trade-offs in Semantic Parsing
  29 Mar 2023 0 repositories listed
• On Codex Prompt Engineering for OCL Generation: An Empirical Study
  28 Mar 2023 0 repositories listed
• Knowledge-augmented Frame Semantic Parsing with Hybrid Prompt-tuning
  25 Mar 2023 0 repositories listed
• Is Japanese CCGBank empirically correct? A case study of passive and causative constructions
  28 Feb 2023 0 repositories listed
• On graph-based reentrancy-free semantic parsing
  15 Feb 2023 0 repositories listed
• Active Learning for Multilingual Semantic Parser
  30 Jan 2023 0 repositories listed
• On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex
  30 Jan 2023 0 repositories listed
• Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract)
  25 Jan 2023 0 repositories listed
• Low-Resource Compositional Semantic Parsing with Concept Pretraining
  24 Jan 2023 0 repositories listed
• Semantic-aware Contrastive Learning for More Accurate Semantic Parsing
  19 Jan 2023 0 repositories listed
• Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers
  10 Jan 2023 0 repositories listed
• Semantic Operator Prediction and Applications
  1 Jan 2023 0 repositories listed
• ImPaKT: A Dataset for Open-Schema Knowledge Base Construction
  21 Dec 2022 0 repositories listed
• ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models
  21 Dec 2022 0 repositories listed
• Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
  20 Dec 2022 0 repositories listed
• Extrinsic Evaluation of Machine Translation Metrics
  20 Dec 2022 0 repositories listed
• Multi-VALUE: A Framework for Cross-Dialectal English NLP
  15 Dec 2022 0 repositories listed
• Evaluating Byte and Wordpiece Level Models for Massively Multilingual Semantic Parsing
  14 Dec 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.