{"total":83,"rows":[{"id":"2411.16594","title":"From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge","created":"2024-11-25","cited_by_count":494,"area":null},{"id":"2412.05579","title":"LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods","created":"2024-12-07","cited_by_count":465,"area":null},{"id":"2510.00446","title":"LongCodeZip: Compress Long Context for Code Language Models","created":"2025-10-01","cited_by_count":39,"area":null},{"id":"2509.14635","title":"SWE-QA: Can Language Models Answer Repository-level Code Questions?","created":"2025-09-18","cited_by_count":38,"area":null},{"id":"2410.06458","title":"LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints","created":"2024-10-09","cited_by_count":35,"area":"lr"},{"id":"2504.18838","title":"Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks","created":"2025-04-26","cited_by_count":28,"area":null},{"id":"2408.09235","title":"Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA","created":"2024-08-17","cited_by_count":25,"area":null},{"id":"2503.15620","title":"Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings","created":"2025-03-19","cited_by_count":24,"area":null},{"id":"2509.21117","title":"TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them","created":"2025-09-25","cited_by_count":20,"area":null},{"id":"2509.04656","title":"AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMs","created":"2025-09-04","cited_by_count":12,"area":null},{"id":"2605.29847","title":"EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation","created":"2026-05-28","cited_by_count":11,"area":"synth"},{"id":"2502.08514","title":"Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation","created":"2025-02-12","cited_by_count":10,"area":"agents"},{"id":"2509.02401","title":"Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning","created":"2025-09-02","cited_by_count":10,"area":"lr"},{"id":"2510.01231","title":"Trustworthy Summarization via Uncertainty Quantification and Risk Awareness in Large Language Models","created":"2025-09-23","cited_by_count":10,"area":null},{"id":"2607.20083","title":"Co-Evolving LLM Evaluators and Policies via DynamicRubric","created":"2026-07-22","cited_by_count":10,"area":null},{"id":"2505.22950","title":"StrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMs","created":"2025-05-29","cited_by_count":7,"area":"lr"},{"id":"2409.00844","title":"Report Cards: Qualitative Evaluation of Language Models Using Natural Language Summaries","created":"2024-09-01","cited_by_count":6,"area":null},{"id":"2505.15291","title":"Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization","created":"2025-05-21","cited_by_count":6,"area":null},{"id":"2507.02145","title":"Reasoning or Not? A Comprehensive Evaluation of Reasoning LLMs for Dialogue Summarization","created":"2025-07-02","cited_by_count":6,"area":"lr"},{"id":"2508.19221","title":"Evaluating the Evaluators: Are readability metrics good measures of readability?","created":"2025-08-26","cited_by_count":6,"area":null},{"id":"2606.00093","title":"Agreement Metrics for LLM-as-Judge Evaluation: What to Report and Why","created":"2026-05-25","cited_by_count":6,"area":null},{"id":"2409.06223","title":"Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language Models","created":"2024-09-10","cited_by_count":5,"area":null},{"id":"2501.00097","title":"CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions","created":"2024-12-30","cited_by_count":5,"area":null},{"id":"2502.12328","title":"LM Agents for Coordinating Multi-User Information Gathering","created":"2025-02-17","cited_by_count":5,"area":null},{"id":"2504.08024","title":"Summarizing Speech: A Comprehensive Survey","created":"2025-04-10","cited_by_count":5,"area":null},{"id":"2509.25818","title":"VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions","created":"2025-09-30","cited_by_count":5,"area":"mllm"},{"id":"2605.29156","title":"RUBRIC-ARROW: Alternating Pointwise Rubric Reward Modeling for LLM Post-training in Non-verifiable Domains","created":"2026-05-27","cited_by_count":5,"area":"alignment"},{"id":"2503.21332","title":"ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback","created":"2025-03-27","cited_by_count":4,"area":null},{"id":"2505.15792","title":"Long-Form Information Alignment Evaluation Beyond Atomic Facts","created":"2025-05-21","cited_by_count":4,"area":null},{"id":"2506.15498","title":"SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling","created":"2025-06-18","cited_by_count":4,"area":"lr"},{"id":"2512.12544","title":"HyperEdit: Unlocking Instruction-based Text Editing in LLMs via Hypernetworks","created":"2025-12-14","cited_by_count":4,"area":null},{"id":"2604.17197","title":"Learning to Control Summaries with Score Ranking","created":"2026-04-19","cited_by_count":4,"area":null},{"id":"2605.30803","title":"PReMISE: Policy Rubrics as Measurement Specifications for LLM Judges","created":"2026-05-29","cited_by_count":4,"area":null},{"id":"2407.04969","title":"EVA-Score: Evaluating Abstractive Long-form Summarization on Informativeness through Extraction and Validation","created":"2024-07-06","cited_by_count":3,"area":null},{"id":"2410.13248","title":"Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation","created":"2024-10-17","cited_by_count":3,"area":null},{"id":"2410.18624","title":"Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization","created":"2024-10-24","cited_by_count":3,"area":null},{"id":"2411.04825","title":"VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models","created":"2024-11-07","cited_by_count":3,"area":null},{"id":"2412.14613","title":"Multi-modal, Multi-task, Multi-criteria Automatic Evaluation with Vision Language Models","created":"2024-12-19","cited_by_count":3,"area":"mllm"},{"id":"2501.07766","title":"Large Language Models for Knowledge Graph Embedding: A Survey","created":"2025-01-14","cited_by_count":3,"area":null},{"id":"2501.13100","title":"A Rate-Distortion Framework for Summarization","created":"2025-01-22","cited_by_count":3,"area":null},{"id":"2505.15856","title":"DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management","created":"2025-05-20","cited_by_count":3,"area":null},{"id":"2505.18867","title":"Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing","created":"2025-05-24","cited_by_count":3,"area":null},{"id":"2508.20736","title":"Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees","created":"2025-08-28","cited_by_count":3,"area":null},{"id":"2509.00529","title":"Modeling Motivated Reasoning in Law: Evaluating Strategic Role Conditioning in LLM Summarization","created":"2025-08-30","cited_by_count":3,"area":"lr"},{"id":"2603.18557","title":"Cross-Lingual LLM-Judge Transfer via Evaluation Decomposition","created":"2026-03-19","cited_by_count":3,"area":null},{"id":"2604.17200","title":"Calibrating Model-Based Evaluation Metrics for Summarization","created":"2026-04-19","cited_by_count":3,"area":null},{"id":"2412.02819","title":"CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels","created":"2024-12-03","cited_by_count":2,"area":null},{"id":"2412.14986","title":"Chain-of-MetaWriting: Linguistic and Textual Analysis of How Small Language Models Write Young Students Texts","created":"2024-12-19","cited_by_count":2,"area":null},{"id":"2503.00449","title":"Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models","created":"2025-03-01","cited_by_count":2,"area":null},{"id":"2506.14335","title":"References Matter: Investigating the Impact of Reference Set Variation on Summarization Evaluation","created":"2025-06-17","cited_by_count":2,"area":null},{"id":"2506.15925","title":"Reranking-based Generation for Unbiased Perspective Summarization","created":"2025-06-19","cited_by_count":2,"area":null},{"id":"2509.26302","title":"QUARTZ : QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization","created":"2025-09-30","cited_by_count":2,"area":null},{"id":"2510.15436","title":"Controllable Abstraction in Summary Generation for Large Language Models via Prompt Engineering","created":"2025-10-17","cited_by_count":2,"area":null},{"id":"2410.13037","title":"LFOSum: Summarizing Long-form Opinions with Large Language Models","created":"2024-10-16","cited_by_count":1,"area":null},{"id":"2501.15875","title":"LCTG Bench: LLM Controlled Text Generation Benchmark","created":"2025-01-27","cited_by_count":1,"area":null},{"id":"2504.04346","title":"Crowdsourcing-Based Knowledge Graph Construction for Drug Side Effects Using Large Language Models with an Application on Semaglutide","created":"2025-04-06","cited_by_count":1,"area":null},{"id":"2504.05229","title":"FinGrAct: A Framework for FINe-GRrained Evaluation of ACTionability in Explainable Automatic Fact-Checking","created":"2025-04-07","cited_by_count":1,"area":null},{"id":"2504.09071","title":"Exploration of Plan-Guided Summarization for Narrative Texts: the Case of Small Language Models","created":"2025-04-12","cited_by_count":1,"area":null},{"id":"2505.12474","title":"What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization","created":"2025-05-18","cited_by_count":1,"area":null},{"id":"2507.20752","title":"Multilingual Self-Taught Faithfulness Evaluators","created":"2025-07-28","cited_by_count":1,"area":null},{"id":"2508.05782","title":"FineDialFact: A benchmark for Fine-grained Dialogue Fact Verification","created":"2025-08-07","cited_by_count":1,"area":null},{"id":"2509.10935","title":"Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents","created":"2025-09-13","cited_by_count":1,"area":null},{"id":"2512.05387","title":"Learning from Self Critique and Refinement for Faithful LLM Summarization","created":"2025-12-05","cited_by_count":1,"area":null},{"id":"2604.10520","title":"ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization","created":"2026-04-12","cited_by_count":1,"area":null},{"id":"2606.15974","title":"A Large-Scale Multi-Dimensional Empirical Study of LLMs for Conversation Summarization","created":"2026-06-14","cited_by_count":1,"area":null},{"id":"2608.11238","title":"Towards Query-Agnostic RAG Evaluation via Query Coverage and Claim Verifiability","created":"2026-07-31","cited_by_count":1,"area":"rag"},{"id":"2608.27487","title":"Grounded Checklist Partial Credit for Agent Skill Trajectories","created":"2026-08-26","cited_by_count":1,"area":"agents"},{"id":"2507.22910","title":"Large Language Models in the Travel Domain: An Industrial Experience","created":"2025-07-18","cited_by_count":0,"area":null},{"id":"2509.10833","title":"Towards Automated Error Discovery: A Study in Conversational AI","created":"2025-09-13","cited_by_count":0,"area":null},{"id":"2512.05334","title":"The Effect of Document Summarization on LLM-Based Relevance Judgments","created":"2025-12-05","cited_by_count":0,"area":null},{"id":"2512.06938","title":"Progress Ratio Embeddings: An Impatience Signal for Robust Length Control in Neural Text Generation","created":"2025-12-07","cited_by_count":0,"area":null},{"id":"2602.08149","title":"DIAL-SUMMER: A Structured Evaluation Framework of Hierarchical Errors in Dialogue Summaries","created":"2026-02-08","cited_by_count":0,"area":null},{"id":"2602.15861","title":"CAST: Achieving Stable LLM-based Text Analysis for Data Analytics","created":"2026-01-26","cited_by_count":0,"area":null},{"id":"2606.08000","title":"Summarization is Not Dead Yet","created":"2026-06-06","cited_by_count":0,"area":null},{"id":"2606.30556","title":"Poller: Are LLMs Suitable for Evaluating the Poetry Understanding Task?","created":"2026-06-29","cited_by_count":0,"area":null},{"id":"2607.16212","title":"Symbolic Augmentation Closes a Canonical-Equivalence Blind Spot in Neural Fact-Checkers","created":"2026-05-19","cited_by_count":0,"area":null},{"id":"2608.09043","title":"Don't Scroll Back: Missing-Evidence Memory for Streaming Dialogue Summarization","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2609.00241","title":"LOOMSUM: Weaving Quantitative and Narrative Evidence for Faithful Long Text-Table Summarization","created":"2026-08-31","cited_by_count":0,"area":null},{"id":"2609.22603","title":"Preserving What Matters: Semantic Scaffolds Beyond Saturation in Summarization Evaluation","created":"2026-09-18","cited_by_count":0,"area":null},{"id":"2609.24516","title":"LLJ Cards: Best practices for the Use of LLMs as Judges","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2609.26375","title":"KwaiMind Technical Report","created":"2026-09-22","cited_by_count":0,"area":null},{"id":"2609.37669","title":"Retrieve, Reproduce, Reveal: Dissecting Retrieval-Augmented Software Vulnerability Detection","created":"2026-09-29","cited_by_count":0,"area":"rag"},{"id":"2609.39365","title":"Ready2Blend: From Natural-Language Instructions to Composable Alignment Prompts","created":"2026-09-30","cited_by_count":0,"area":null}],"next_cursor":null}