{"total":107,"rows":[{"id":"2112.08633","title":"Learning To Retrieve Prompts for In-Context Learning","created":"2021-12-16","cited_by_count":648,"area":null},{"id":"2402.19473","title":"Retrieval-Augmented Generation for AI-Generated Content: A Survey","created":"2024-02-29","cited_by_count":354,"area":"rag"},{"id":"2307.07697","title":"Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph","created":"2023-07-15","cited_by_count":238,"area":"lr"},{"id":"2201.05966","title":"UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models","created":"2022-01-16","cited_by_count":231,"area":null},{"id":"2305.04320","title":"Unified Demonstration Retriever for In-Context Learning","created":"2023-05-07","cited_by_count":142,"area":null},{"id":"2405.20139","title":"GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning","created":"2024-05-30","cited_by_count":128,"area":"lr"},{"id":"2305.08377","title":"Text Classification via Large Language Models","created":"2023-05-15","cited_by_count":106,"area":null},{"id":"2302.13539","title":"Finding Support Examples for In-Context Learning","created":"2023-02-27","cited_by_count":104,"area":null},{"id":"2212.00959","title":"UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph","created":"2022-12-02","cited_by_count":103,"area":"lr"},{"id":"2309.02726","title":"Large Language Models for Automated Open-domain Scientific Hypotheses Discovery","created":"2023-09-06","cited_by_count":100,"area":null},{"id":"2202.13296","title":"Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering","created":"2022-02-27","cited_by_count":93,"area":null},{"id":"2109.08678","title":"RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering","created":"2021-09-17","cited_by_count":86,"area":null},{"id":"2210.00063","title":"DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases","created":"2022-09-30","cited_by_count":84,"area":null},{"id":"2203.10321","title":"Sequence-to-Sequence Knowledge Graph Completion and Question Answering","created":"2022-03-19","cited_by_count":75,"area":null},{"id":"2307.14338","title":"TabR: Tabular Deep Learning Meets Nearest Neighbors in 2023","created":"2023-07-26","cited_by_count":74,"area":null},{"id":"2409.13731","title":"KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation","created":"2024-09-10","cited_by_count":67,"area":"rag"},{"id":"2305.14825","title":"Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners","created":"2023-05-24","cited_by_count":63,"area":"lr"},{"id":"2210.12925","title":"TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases","created":"2022-10-24","cited_by_count":59,"area":null},{"id":"2212.09736","title":"Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments","created":"2022-12-19","cited_by_count":57,"area":null},{"id":"2108.06688","title":"Complex Knowledge Base Question Answering: A Survey","created":"2021-08-15","cited_by_count":52,"area":null},{"id":"2308.12060","title":"FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering","created":"2023-08-23","cited_by_count":51,"area":null},{"id":"2204.08109","title":"ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering","created":"2022-04-17","cited_by_count":48,"area":null},{"id":"2203.08568","title":"In-Context Learning for Few-Shot Dialogue State Tracking","created":"2022-03-16","cited_by_count":47,"area":null},{"id":"2208.11126","title":"Retrieval-based Controllable Molecule Generation","created":"2022-08-23","cited_by_count":44,"area":null},{"id":"2310.08975","title":"ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models","created":"2023-10-13","cited_by_count":44,"area":null},{"id":"2410.14211","title":"Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning","created":"2024-10-18","cited_by_count":44,"area":"lr"},{"id":"2405.13873","title":"FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering","created":"2024-05-22","cited_by_count":39,"area":"lr"},{"id":"2202.12205","title":"Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review","created":"2022-02-24","cited_by_count":38,"area":"lr"},{"id":"2409.19401","title":"Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs","created":"2024-09-28","cited_by_count":38,"area":"rag"},{"id":"2212.10923","title":"Language Models as Inductive Reasoners","created":"2022-12-21","cited_by_count":32,"area":"lr"},{"id":"2202.10610","title":"Knowledge Base Question Answering by Case-based Reasoning over Subgraphs","created":"2022-02-22","cited_by_count":31,"area":null},{"id":"2306.09719","title":"Pushing the Limits of ChatGPT on NLP Tasks","created":"2023-06-16","cited_by_count":27,"area":null},{"id":"2407.11417","title":"SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions","created":"2024-07-16","cited_by_count":27,"area":null},{"id":"2402.15131","title":"Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models","created":"2024-02-23","cited_by_count":25,"area":null},{"id":"2209.13020","title":"Law Informs Code: A Legal Informatics Approach to Aligning Artificial Intelligence with Humans","created":"2022-09-14","cited_by_count":23,"area":null},{"id":"2209.04994","title":"Knowledge Base Question Answering: A Semantic Parsing Perspective","created":"2022-09-12","cited_by_count":22,"area":null},{"id":"2306.14722","title":"FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering","created":"2023-06-26","cited_by_count":21,"area":null},{"id":"2502.00330","title":"From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation","created":"2025-02-01","cited_by_count":21,"area":"lr"},{"id":"2303.10368","title":"An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering","created":"2023-03-18","cited_by_count":19,"area":null},{"id":"2308.14436","title":"Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA","created":"2023-08-28","cited_by_count":17,"area":null},{"id":"2406.16332","title":"DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task","created":"2024-06-24","cited_by_count":17,"area":null},{"id":"2205.10471","title":"Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training","created":"2022-05-21","cited_by_count":16,"area":"rag"},{"id":"2209.07662","title":"NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning","created":"2022-09-16","cited_by_count":16,"area":"lr"},{"id":"2210.13650","title":"ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs","created":"2022-10-24","cited_by_count":16,"area":null},{"id":"2211.05165","title":"Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database","created":"2022-11-09","cited_by_count":16,"area":null},{"id":"2402.02175","title":"Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval","created":"2024-02-03","cited_by_count":16,"area":null},{"id":"2209.14899","title":"Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing","created":"2022-09-29","cited_by_count":15,"area":null},{"id":"2306.07597","title":"Question Decomposition Tree for Answering Complex Questions over Knowledge Bases","created":"2023-06-13","cited_by_count":15,"area":null},{"id":"2210.12338","title":"Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge","created":"2022-10-22","cited_by_count":14,"area":"lr"},{"id":"2211.08380","title":"Empowering Language Models with Knowledge Graph Reasoning for Question Answering","created":"2022-11-15","cited_by_count":14,"area":"lr"},{"id":"2303.09128","title":"Exploring Distributional Shifts in Large Language Models for Code Analysis","created":"2023-03-16","cited_by_count":14,"area":null},{"id":"2406.01238","title":"EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs","created":"2024-06-03","cited_by_count":14,"area":null},{"id":"2309.07900","title":"Ambiguity-Aware In-Context Learning with Large Language Models","created":"2023-09-14","cited_by_count":11,"area":null},{"id":"2311.07850","title":"Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA","created":"2023-11-14","cited_by_count":11,"area":null},{"id":"2108.03509","title":"Compositional Generalization in Multilingual Semantic Parsing over Wikidata","created":"2021-08-07","cited_by_count":9,"area":null},{"id":"2110.08345","title":"Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction","created":"2021-10-15","cited_by_count":9,"area":null},{"id":"2110.08470","title":"Case-based Reasoning for Better Generalization in Textual Reinforcement Learning","created":"2021-10-16","cited_by_count":8,"area":null},{"id":"2506.01784","title":"iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering","created":"2025-06-02","cited_by_count":8,"area":"lr"},{"id":"2210.16613","title":"Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers","created":"2022-10-29","cited_by_count":7,"area":"synth"},{"id":"2212.10189","title":"Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base Questions","created":"2022-12-20","cited_by_count":7,"area":null},{"id":"2305.02118","title":"Pay More Attention to Relation Exploration for Knowledge Base Question Answering","created":"2023-05-03","cited_by_count":7,"area":null},{"id":"2310.15484","title":"NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA","created":"2023-10-24","cited_by_count":7,"area":null},{"id":"2506.09473","title":"Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning","created":"2025-06-11","cited_by_count":7,"area":null},{"id":"2111.03642","title":"Grounded Graph Decoding Improves Compositional Generalization in Question Answering","created":"2021-11-05","cited_by_count":6,"area":null},{"id":"2204.08554","title":"CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases","created":"2022-04-18","cited_by_count":6,"area":null},{"id":"2311.08894","title":"Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning","created":"2023-11-15","cited_by_count":6,"area":null},{"id":"2502.11269","title":"Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations","created":"2025-02-16","cited_by_count":6,"area":null},{"id":"2210.02617","title":"Generalization Properties of Retrieval-based Models","created":"2022-10-06","cited_by_count":5,"area":null},{"id":"2306.02679","title":"Joint Pre-training and Local Re-training: Transferable Representation Learning on Multi-source Knowledge Graphs","created":"2023-06-05","cited_by_count":5,"area":"distill"},{"id":"2407.01626","title":"SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding","created":"2024-06-29","cited_by_count":5,"area":null},{"id":"2503.05049","title":"Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering Datasets","created":"2025-03-06","cited_by_count":5,"area":null},{"id":"2509.04716","title":"KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering","created":"2025-09-05","cited_by_count":5,"area":"rag"},{"id":"2201.09651","title":"Artefact Retrieval: Overview of NLP Models with Knowledge Base Access","created":"2022-01-24","cited_by_count":4,"area":null},{"id":"2306.06872","title":"History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling","created":"2023-06-12","cited_by_count":4,"area":null},{"id":"2501.11031","title":"AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model","created":"2025-01-19","cited_by_count":4,"area":null},{"id":"2606.19911","title":"Multi-Agent Transactive Memory","created":"2026-06-18","cited_by_count":4,"area":"agents"},{"id":"2301.04110","title":"Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers","created":"2023-01-10","cited_by_count":3,"area":null},{"id":"2305.19734","title":"Knowledge Base Question Answering for Space Debris Queries","created":"2023-05-31","cited_by_count":3,"area":null},{"id":"2309.08345","title":"Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases","created":"2023-09-15","cited_by_count":3,"area":null},{"id":"2408.15399","title":"A Statistical Framework for Data-dependent Retrieval-Augmented Models","created":"2024-08-27","cited_by_count":3,"area":"rag"},{"id":"2409.06243","title":"Inference is All You Need: Self Example Retriever for Cross-domain Dialogue State Tracking with ChatGPT","created":"2024-09-10","cited_by_count":3,"area":null},{"id":"2410.05077","title":"ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering","created":"2024-10-07","cited_by_count":3,"area":"lr"},{"id":"2504.09665","title":"CLEAR-KGQA: Clarification-Enhanced Ambiguity Resolution for Knowledge Graph Question Answering","created":"2025-04-13","cited_by_count":3,"area":null},{"id":"2505.14099","title":"Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering","created":"2025-05-20","cited_by_count":3,"area":null},{"id":"2305.14202","title":"Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata","created":"2023-05-23","cited_by_count":2,"area":null},{"id":"2305.14815","title":"Machine Reading Comprehension using Case-based Reasoning","created":"2023-05-24","cited_by_count":2,"area":null},{"id":"2403.10849","title":"RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions","created":"2024-03-16","cited_by_count":2,"area":null},{"id":"2405.18035","title":"Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis","created":"2024-05-28","cited_by_count":2,"area":null},{"id":"2406.07913","title":"DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning","created":"2024-06-12","cited_by_count":2,"area":null},{"id":"2602.21728","title":"Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling","created":"2026-02-25","cited_by_count":2,"area":"lr"},{"id":"2212.13036","title":"Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment","created":"2022-12-26","cited_by_count":1,"area":null},{"id":"2305.03356","title":"From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base","created":"2023-05-05","cited_by_count":1,"area":"lr"},{"id":"2310.10590","title":"Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment","created":"2023-10-16","cited_by_count":1,"area":"lr"},{"id":"2311.10765","title":"Enhancing Machine Translation through Advanced In-Context Learning: A Methodological Strategy for GPT-4 Improvement","created":"2023-11-15","cited_by_count":1,"area":null},{"id":"2406.14313","title":"Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability","created":"2024-06-20","cited_by_count":1,"area":null},{"id":"2508.20944","title":"STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment","created":"2025-08-28","cited_by_count":1,"area":null},{"id":"2306.10098","title":"Differentiable Instruction Optimization for Cross-Task Generalization","created":"2023-06-16","cited_by_count":0,"area":null},{"id":"2312.02317","title":"GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs","created":"2023-12-04","cited_by_count":0,"area":null},{"id":"2405.13044","title":"Case-Based Reasoning Approach for Solving Financial Question Answering","created":"2024-05-18","cited_by_count":0,"area":"lr"},{"id":"2506.09414","title":"PGDA-KGQA: A Prompt-Guided Generative Framework with Multiple Data Augmentation Strategies for Knowledge Graph Question Answering","created":"2025-06-11","cited_by_count":0,"area":null}],"next_cursor":"100"}