{"total":114,"rows":[{"id":"2303.18223","title":"A Survey of Large Language Models","created":"2023-03-31","cited_by_count":2576,"area":null},{"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":"2107.12708","title":"QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension","created":"2021-07-27","cited_by_count":91,"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":"2105.11644","title":"A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions","created":"2021-05-25","cited_by_count":78,"area":null},{"id":"2305.01750","title":"Few-shot In-context Learning for Knowledge Base Question Answering","created":"2023-05-02","cited_by_count":74,"area":null},{"id":"2210.01613","title":"Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering","created":"2022-10-04","cited_by_count":72,"area":null},{"id":"2303.07992","title":"Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family","created":"2023-03-14","cited_by_count":71,"area":null},{"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":"2202.12359","title":"UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training","created":"2022-02-23","cited_by_count":57,"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":"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":"2305.11694","title":"QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations","created":"2023-05-19","cited_by_count":31,"area":null},{"id":"2109.01156","title":"Challenges in Generalization in Open Domain Question Answering","created":"2021-09-02","cited_by_count":30,"area":null},{"id":"2206.14017","title":"Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing","created":"2022-06-28","cited_by_count":30,"area":null},{"id":"2402.16671","title":"StructLM: Towards Building Generalist Models for Structured Knowledge Grounding","created":"2024-02-26","cited_by_count":29,"area":null},{"id":"2109.02575","title":"Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization","created":"2021-09-06","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":"2401.17585","title":"Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks","created":"2024-01-31","cited_by_count":24,"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":"2307.10172","title":"DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI","created":"2023-07-19","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":"2410.16708","title":"Atomic Fact Decomposition Helps Attributed Question Answering","created":"2024-10-22","cited_by_count":21,"area":null},{"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":"2305.08195","title":"Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing","created":"2023-05-14","cited_by_count":19,"area":null},{"id":"2303.13351","title":"DBLP-QuAD: A Question Answering Dataset over the DBLP Scholarly Knowledge Graph","created":"2023-03-23","cited_by_count":18,"area":null},{"id":"2307.13883","title":"ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis","created":"2023-07-26","cited_by_count":17,"area":null},{"id":"2401.14640","title":"Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs","created":"2024-01-26","cited_by_count":17,"area":null},{"id":"2404.14809","title":"A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications","created":"2024-04-23","cited_by_count":17,"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":"2412.18702","title":"CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era","created":"2024-12-24","cited_by_count":16,"area":null},{"id":"2111.05825","title":"A Two-Stage Approach towards Generalization in Knowledge Base Question Answering","created":"2021-11-10","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":"2201.08174","title":"Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis","created":"2022-01-20","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":"2205.06573","title":"Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?","created":"2022-05-13","cited_by_count":13,"area":null},{"id":"2205.12078","title":"GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation","created":"2022-05-24","cited_by_count":13,"area":null},{"id":"2309.04695","title":"Code-Style In-Context Learning for Knowledge-Based Question Answering","created":"2023-09-09","cited_by_count":13,"area":null},{"id":"2406.10393","title":"EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems","created":"2024-06-14","cited_by_count":13,"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":"2501.13075","title":"Evolution and The Knightian Blindspot of Machine Learning","created":"2025-01-22","cited_by_count":11,"area":null},{"id":"2301.12217","title":"Semantic Parsing for Conversational Question Answering over Knowledge Graphs","created":"2023-01-28","cited_by_count":10,"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":"2210.06799","title":"Benchmarking Long-tail Generalization with Likelihood Splits","created":"2022-10-13","cited_by_count":9,"area":null},{"id":"2210.10350","title":"MuGER$^2$: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering","created":"2022-10-19","cited_by_count":9,"area":null},{"id":"2406.14191","title":"Temporal Knowledge Graph Question Answering: A Survey","created":"2024-06-20","cited_by_count":9,"area":null},{"id":"2103.06752","title":"Knowledge Graph Question Answering using Graph-Pattern Isomorphism","created":"2021-03-11","cited_by_count":8,"area":null},{"id":"2302.11799","title":"FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering","created":"2023-02-23","cited_by_count":8,"area":null},{"id":"2305.13972","title":"Make a Choice! Knowledge Base Question Answering with In-Context Learning","created":"2023-05-23","cited_by_count":8,"area":null},{"id":"2502.12737","title":"Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation","created":"2025-02-18","cited_by_count":8,"area":null},{"id":"2512.01970","title":"Atomic Skills are the Prerequisite: When Reinforcement Learning Synthesizes Compositional Reasoning, and When It Only Amplifies","created":"2025-12-01","cited_by_count":8,"area":null},{"id":"2110.12679","title":"Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning","created":"2021-10-25","cited_by_count":7,"area":null},{"id":"2210.12674","title":"Towards Generalizable and Robust Text-to-SQL Parsing","created":"2022-10-23","cited_by_count":7,"area":null},{"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":"2401.01711","title":"Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs","created":"2024-01-03","cited_by_count":7,"area":null},{"id":"2204.03758","title":"Compositional Generalization and Decomposition in Neural Program Synthesis","created":"2022-04-07","cited_by_count":6,"area":null},{"id":"2305.08208","title":"Learning to Generalize for Cross-domain QA","created":"2023-05-14","cited_by_count":6,"area":null},{"id":"2310.15517","title":"MarkQA: A large scale KBQA dataset with numerical reasoning","created":"2023-10-24","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":"2404.19234","title":"Multi-hop Question Answering over Knowledge Graphs using Large Language Models","created":"2024-04-30","cited_by_count":6,"area":null},{"id":"2511.01323","title":"DEEPAMBIGQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness","created":"2025-11-03","cited_by_count":6,"area":null},{"id":"2401.05777","title":"How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering","created":"2024-01-11","cited_by_count":5,"area":null},{"id":"2402.18267","title":"A Survey on Neural Question Generation: Methods, Applications, and Prospects","created":"2024-02-28","cited_by_count":5,"area":null},{"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":"2504.02112","title":"PolyG: Adaptive Graph Traversal for Diverse GraphRAG Questions","created":"2025-04-02","cited_by_count":4,"area":null},{"id":"2209.01352","title":"Improving Compositional Generalization in Math Word Problem Solving","created":"2022-09-03","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":"2401.00761","title":"Identifying the Achilles' Heel: An Iterative Method for Dynamically Uncovering Factual Errors in Large Language Models","created":"2024-01-01","cited_by_count":3,"area":null},{"id":"2502.03992","title":"Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering","created":"2025-02-06","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":"2505.23461","title":"UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions","created":"2025-05-29","cited_by_count":3,"area":null},{"id":"2511.04473","title":"Ground-Truth Subgraphs for Better Training and Evaluation of Knowledge Graph Augmented LLMs","created":"2025-11-06","cited_by_count":3,"area":null},{"id":"2512.10999","title":"KBQA-R1: Reinforcing Large Language Models for Knowledge Base Question Answering","created":"2025-12-10","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":"2307.03130","title":"VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering","created":"2023-07-06","cited_by_count":2,"area":null},{"id":"2309.05201","title":"Two is Better Than One: Answering Complex Questions by Multiple Knowledge Sources with Generalized Links","created":"2023-09-11","cited_by_count":2,"area":null},{"id":"2310.08487","title":"GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models","created":"2023-10-12","cited_by_count":2,"area":null},{"id":"2401.09553","title":"BERTologyNavigator: Advanced Question Answering with BERT-based Semantics","created":"2024-01-17","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":"2607.18481","title":"Search-on-Graph-R1: Training Large Language Models to Search Knowledge Graphs with Reinforcement Learning","created":"2026-07-20","cited_by_count":2,"area":null},{"id":"2205.12768","title":"Would You Ask it that Way? Measuring and Improving Question Naturalness for Knowledge Graph Question Answering","created":"2022-05-25","cited_by_count":1,"area":null},{"id":"2301.00399","title":"Semantic Operator Prediction and Applications","created":"2023-01-01","cited_by_count":1,"area":null},{"id":"2304.11664","title":"IslamicPCQA: A Dataset for Persian Multi-hop Complex Question Answering in Islamic Text Resources","created":"2023-04-23","cited_by_count":1,"area":null},{"id":"2305.14104","title":"Out-of-Distribution Generalization in Text Classification: Past, Present, and Future","created":"2023-05-23","cited_by_count":1,"area":null},{"id":"2305.15108","title":"The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing","created":"2023-05-24","cited_by_count":1,"area":null},{"id":"2402.01619","title":"KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases","created":"2024-02-02","cited_by_count":1,"area":null},{"id":"2406.04989","title":"Compositional Generalization with Grounded Language Models","created":"2024-06-07","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":"2410.00414","title":"Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering","created":"2024-10-01","cited_by_count":1,"area":null},{"id":"2411.03906","title":"Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System","created":"2024-11-06","cited_by_count":1,"area":null},{"id":"2507.20643","title":"Ontology-Enhanced Knowledge Graph Completion using Large Language Models","created":"2025-07-28","cited_by_count":1,"area":null}],"next_cursor":"100"}