{"total":77,"rows":[{"id":"2212.07919","title":"ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning","created":"2022-12-15","cited_by_count":177,"area":"lr"},{"id":"2409.12941","title":"Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation","created":"2024-09-19","cited_by_count":162,"area":"lr"},{"id":"2506.09038","title":"AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions","created":"2025-06-10","cited_by_count":145,"area":"lr"},{"id":"2306.06427","title":"Boosting Language Models Reasoning with Chain-of-Knowledge Prompting","created":"2023-06-10","cited_by_count":77,"area":"lr"},{"id":"2507.17520","title":"InstructVLA: Vision-Language-Action Instruction Tuning from Understanding to Manipulation","created":"2025-07-23","cited_by_count":72,"area":"lr"},{"id":"2402.11451","title":"SciAgent: Tool-augmented Language Models for Scientific Reasoning","created":"2024-02-18","cited_by_count":70,"area":"lr"},{"id":"2505.13408","title":"CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process","created":"2025-05-19","cited_by_count":51,"area":"lr"},{"id":"2306.02408","title":"Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning","created":"2023-06-04","cited_by_count":49,"area":"lr"},{"id":"2310.14478","title":"GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding","created":"2023-10-23","cited_by_count":37,"area":"lr"},{"id":"2305.14934","title":"GRACE: Discriminator-Guided Chain-of-Thought Reasoning","created":"2023-05-24","cited_by_count":35,"area":"lr"},{"id":"2406.03807","title":"Tool-Planner: Task Planning with Clusters across Multiple Tools","created":"2024-06-06","cited_by_count":33,"area":"lr"},{"id":"2507.01921","title":"NaturalThoughts: Selecting and Distilling Reasoning Traces for General Reasoning Tasks","created":"2025-07-02","cited_by_count":32,"area":"lr"},{"id":"2203.00357","title":"MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning","created":"2022-03-01","cited_by_count":22,"area":"lr"},{"id":"2404.16807","title":"Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning","created":"2024-04-25","cited_by_count":19,"area":"lr"},{"id":"2405.14039","title":"Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning","created":"2024-05-22","cited_by_count":18,"area":"lr"},{"id":"2502.19587","title":"NeoBERT: A Next-Generation BERT","created":"2025-02-26","cited_by_count":16,"area":"lr"},{"id":"2209.02552","title":"From Black Boxes to Conversations: Incorporating XAI in a Conversational Agent","created":"2022-09-06","cited_by_count":14,"area":"lr"},{"id":"2402.13625","title":"MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning","created":"2024-02-21","cited_by_count":12,"area":"lr"},{"id":"2305.07797","title":"ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems","created":"2023-05-12","cited_by_count":11,"area":"lr"},{"id":"2305.12599","title":"Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning","created":"2023-05-21","cited_by_count":11,"area":"lr"},{"id":"2305.12660","title":"Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction","created":"2023-05-22","cited_by_count":11,"area":"lr"},{"id":"2305.18170","title":"Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning","created":"2023-05-29","cited_by_count":11,"area":"lr"},{"id":"2402.03720","title":"Similarity-based Neighbor Selection for Graph LLMs","created":"2024-02-06","cited_by_count":10,"area":"lr"},{"id":"2405.13131","title":"Atomic Self-Consistency for Better Long Form Generations","created":"2024-05-21","cited_by_count":10,"area":"lr"},{"id":"2408.11366","title":"GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding","created":"2024-08-21","cited_by_count":10,"area":"lr"},{"id":"2501.15147","title":"A Causality-aware Paradigm for Evaluating Creativity of Multimodal Large Language Models","created":"2025-01-25","cited_by_count":10,"area":"lr"},{"id":"2509.20823","title":"CaTS-Bench: Can Language Models Describe Time Series?","created":"2025-09-25","cited_by_count":10,"area":"lr"},{"id":"2301.11879","title":"Case-Based Reasoning with Language Models for Classification of Logical Fallacies","created":"2023-01-27","cited_by_count":8,"area":"lr"},{"id":"2309.11143","title":"CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought","created":"2023-09-20","cited_by_count":8,"area":"lr"},{"id":"2404.07546","title":"Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning","created":"2024-04-11","cited_by_count":8,"area":"lr"},{"id":"2410.16780","title":"Beyond Retrieval: Generating Narratives in Conversational Recommender Systems","created":"2024-10-22","cited_by_count":8,"area":"lr"},{"id":"2412.03966","title":"Demonstration Selection for In-Context Learning via Reinforcement Learning","created":"2024-12-05","cited_by_count":8,"area":"lr"},{"id":"2510.24940","title":"SemCoT: Accelerating Chain-of-Thought Reasoning through Semantically-Aligned Implicit Tokens","created":"2025-10-28","cited_by_count":8,"area":"lr"},{"id":"2310.05450","title":"Empower Nested Boolean Logic via Self-Supervised Curriculum Learning","created":"2023-10-09","cited_by_count":7,"area":"lr"},{"id":"2402.03469","title":"Rethinking the Role of Proxy Rewards in Language Model Alignment","created":"2024-02-02","cited_by_count":7,"area":"lr"},{"id":"2508.08641","title":"MiGrATe: Mixed-Policy GRPO for Adaptation at Test-Time","created":"2025-08-12","cited_by_count":7,"area":"lr"},{"id":"2510.04506","title":"GRACE: Generative Representation Learning via Contrastive Policy Optimization","created":"2025-10-06","cited_by_count":7,"area":"lr"},{"id":"2510.11056","title":"From Reasoning LLMs to BERT: A Two-Stage Distillation Framework for Search Relevance","created":"2025-10-13","cited_by_count":7,"area":"lr"},{"id":"2603.02929","title":"TRACE: Task-Adaptive Reasoning and Representation Learning for Universal Multimodal Retrieval","created":"2026-03-03","cited_by_count":7,"area":"lr"},{"id":"2210.07570","title":"MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation","created":"2022-10-14","cited_by_count":6,"area":"lr"},{"id":"2404.17809","title":"Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction","created":"2024-04-27","cited_by_count":6,"area":"lr"},{"id":"2509.07163","title":"Beyond Sequential Reranking: Reranker-Guided Search Improves Reasoning Intensive Retrieval","created":"2025-09-08","cited_by_count":5,"area":"lr"},{"id":"2305.02265","title":"A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text","created":"2023-05-03","cited_by_count":4,"area":"lr"},{"id":"2310.11721","title":"Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding","created":"2023-10-18","cited_by_count":4,"area":"lr"},{"id":"2501.04341","title":"Understanding Before Reasoning: Enhancing Chain-of-Thought with Iterative Summarization Pre-Prompting","created":"2025-01-08","cited_by_count":4,"area":"lr"},{"id":"2503.01490","title":"Improving Retrospective Language Agents via Joint Policy Gradient Optimization","created":"2025-03-03","cited_by_count":4,"area":"lr"},{"id":"2511.13885","title":"Retrieval-GRPO: A Multi-Objective Reinforcement Learning Framework for Dense Retrieval in Taobao Search","created":"2025-11-17","cited_by_count":4,"area":"lr"},{"id":"2604.11365","title":"Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories","created":"2026-04-13","cited_by_count":4,"area":"lr"},{"id":"2210.06246","title":"CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm","created":"2022-10-12","cited_by_count":2,"area":"lr"},{"id":"2306.11027","title":"JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving","created":"2023-06-19","cited_by_count":2,"area":"lr"},{"id":"2306.14790","title":"Automatic Assessment of Divergent Thinking in Chinese Language with TransDis: A Transformer-Based Language Model Approach","created":"2023-06-26","cited_by_count":2,"area":"lr"},{"id":"2402.12692","title":"FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning","created":"2024-02-20","cited_by_count":2,"area":"lr"},{"id":"2601.05549","title":"Efficient Temporal-aware Matryoshka Adaptation for Temporal Information Retrieval","created":"2026-01-09","cited_by_count":2,"area":"lr"},{"id":"2305.14211","title":"Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database","created":"2023-05-23","cited_by_count":1,"area":"lr"},{"id":"2502.06874","title":"Group Reasoning Emission Estimation Networks","created":"2025-02-08","cited_by_count":1,"area":"lr"},{"id":"2505.22202","title":"Latent Reasoning via Sentence Embedding Prediction","created":"2025-05-28","cited_by_count":1,"area":"lr"},{"id":"2506.06881","title":"KnowCoder-V2: Deep Knowledge Analysis","created":"2025-06-07","cited_by_count":1,"area":"lr"},{"id":"2602.08369","title":"MemAdapter: Fast Alignment across Agent Memory Paradigms via Generative Subgraph Retrieval","created":"2026-02-09","cited_by_count":1,"area":"lr"},{"id":"2603.12826","title":"Rethinking Multiple-Choice Questions for RLVR: Unlocking Potential via Distractor Design","created":"2026-03-13","cited_by_count":1,"area":"lr"},{"id":"2604.17297","title":"CRISP: Compressing Redundancy in Chain-of-Thought via Intrinsic Saliency Pruning","created":"2026-04-19","cited_by_count":1,"area":"lr"},{"id":"2605.31238","title":"Scaling Multi-Hop Training Data via Graph-Constrained Path Selection","created":"2026-05-29","cited_by_count":1,"area":"lr"},{"id":"2607.14641","title":"Analytic Abduction: Causal Decomposition and Governed Commitment for Human--AI Coordination","created":"2026-07-16","cited_by_count":1,"area":"lr"},{"id":"2208.01376","title":"Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives","created":"2022-08-02","cited_by_count":0,"area":"lr"},{"id":"2510.08003","title":"CIR-CoT: Towards Interpretable Composed Image Retrieval via End-to-End Chain-of-Thought Reasoning","created":"2025-10-09","cited_by_count":0,"area":"lr"},{"id":"2511.09883","title":"HCC-3D: Hierarchical Compensatory Compression for 98% 3D Token Reduction in Vision-Language Models","created":"2025-11-13","cited_by_count":0,"area":"lr"},{"id":"2512.18174","title":"Conscious Data Contribution via Community-Driven Chain-of-Thought Distillation","created":"2025-12-20","cited_by_count":0,"area":"lr"},{"id":"2512.18190","title":"External Hippocampus: Topological Cognitive Maps for Guiding Large Language Model Reasoning","created":"2025-12-20","cited_by_count":0,"area":"lr"},{"id":"2601.21192","title":"Do Reasoning Models Enhance Embedding Models?","created":"2026-01-29","cited_by_count":0,"area":"lr"},{"id":"2602.01561","title":"Multimodal UNcommonsense: From Odd to Ordinary and Ordinary to Odd","created":"2026-02-02","cited_by_count":0,"area":"lr"},{"id":"2603.13230","title":"Slang Context-based Inference Enhancement via Greedy Search-Guided Chain-of-Thought Prompting","created":"2026-01-15","cited_by_count":0,"area":"lr"},{"id":"2604.13552","title":"Training-Free Test-Time Contrastive Learning for Large Language Models","created":"2026-04-15","cited_by_count":0,"area":"lr"},{"id":"2604.14749","title":"Which bird does not have wings: Negative-constrained KGQA with Schema-guided Semantic Matching and Self-directed Refinement","created":"2026-04-16","cited_by_count":0,"area":"lr"},{"id":"2605.09100","title":"GRC: Unifying Reasoning-Driven Generation, Retrieval and Compression","created":"2026-05-09","cited_by_count":0,"area":"lr"},{"id":"2606.15741","title":"A Self Consistency Based Reranking for Narrative Question Answering","created":"2026-06-14","cited_by_count":0,"area":"lr"},{"id":"2608.18734","title":"CL4D: Contrastive Language-4D Pretraining for Vision-Language Reasoning in Dynamic Scenes","created":"2026-08-19","cited_by_count":0,"area":"lr"},{"id":"2608.19595","title":"SSR-GRPO: Integrating Supervision and Semantic IDs into Reinforcement Learning for Dense Retrieval in E-commerce","created":"2026-08-20","cited_by_count":0,"area":"lr"},{"id":"2608.28762","title":"Inter-3D VQA: A Roadside Multimodal Benchmark for 3D Spatiotemporally Grounded Visual Question Answering","created":"2026-08-28","cited_by_count":0,"area":"lr"}],"next_cursor":null}