{"total":183,"rows":[{"id":"2305.13242","title":"MAGE: Machine-generated Text Detection in the Wild","created":"2023-05-22","cited_by_count":132,"area":null},{"id":"2305.18486","title":"A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets","created":"2023-05-29","cited_by_count":123,"area":null},{"id":"2406.05925","title":"Hello Again! LLM-powered Personalized Agent for Long-term Dialogue","created":"2024-06-09","cited_by_count":123,"area":"agents"},{"id":"2403.02901","title":"A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods","created":"2024-03-05","cited_by_count":102,"area":null},{"id":"2402.02416","title":"Aligner: Efficient Alignment by Learning to Correct","created":"2024-02-04","cited_by_count":98,"area":"alignment"},{"id":"2308.08239","title":"MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation","created":"2023-08-16","cited_by_count":97,"area":null},{"id":"2309.04766","title":"SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning","created":"2023-09-09","cited_by_count":94,"area":null},{"id":"2410.11325","title":"Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling","created":"2024-10-15","cited_by_count":90,"area":"distill"},{"id":"2305.17529","title":"MeetingBank: A Benchmark Dataset for Meeting Summarization","created":"2023-05-27","cited_by_count":84,"area":null},{"id":"2311.09578","title":"Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying","created":"2023-11-16","cited_by_count":65,"area":null},{"id":"2305.04533","title":"Prompted LLMs as Chatbot Modules for Long Open-domain Conversation","created":"2023-05-08","cited_by_count":61,"area":null},{"id":"2203.07836","title":"Graph Pre-training for AMR Parsing and Generation","created":"2022-03-15","cited_by_count":55,"area":null},{"id":"2601.07155","title":"Stable On-Policy Distillation through Adaptive Target Reformulation","created":"2026-01-12","cited_by_count":53,"area":"distill"},{"id":"2107.03175","title":"A Survey on Dialogue Summarization: Recent Advances and New Frontiers","created":"2021-07-07","cited_by_count":51,"area":null},{"id":"2112.08713","title":"CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning","created":"2021-12-16","cited_by_count":44,"area":null},{"id":"2311.05709","title":"OmniVec: Learning robust representations with cross modal sharing","created":"2023-11-07","cited_by_count":44,"area":null},{"id":"2205.12673","title":"InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning","created":"2022-05-25","cited_by_count":39,"area":null},{"id":"2402.11131","title":"Speculative Streaming: Fast LLM Inference without Auxiliary Models","created":"2024-02-16","cited_by_count":38,"area":"inference"},{"id":"2412.14528","title":"Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models","created":"2024-12-19","cited_by_count":36,"area":"distill"},{"id":"2310.19233","title":"Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective","created":"2023-10-30","cited_by_count":34,"area":null},{"id":"2406.03487","title":"Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends","created":"2024-06-05","cited_by_count":25,"area":null},{"id":"2410.13116","title":"Learning to Summarize from LLM-generated Feedback","created":"2024-10-17","cited_by_count":24,"area":"alignment"},{"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":"2505.12212","title":"Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning","created":"2025-05-18","cited_by_count":20,"area":null},{"id":"2110.12680","title":"TODSum: Task-Oriented Dialogue Summarization with State Tracking","created":"2021-10-25","cited_by_count":19,"area":null},{"id":"2406.02224","title":"FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models","created":"2024-06-04","cited_by_count":19,"area":null},{"id":"2201.07126","title":"Instance-aware Prompt Learning for Language Understanding and Generation","created":"2022-01-18","cited_by_count":18,"area":null},{"id":"2305.05280","title":"VCSUM: A Versatile Chinese Meeting Summarization Dataset","created":"2023-05-09","cited_by_count":18,"area":null},{"id":"2409.19020","title":"DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications","created":"2024-09-25","cited_by_count":18,"area":null},{"id":"2410.13461","title":"Progressive Mixed-Precision Decoding for Efficient LLM Inference","created":"2024-10-17","cited_by_count":18,"area":"inference"},{"id":"2505.10518","title":"Multi-Token Prediction Needs Registers","created":"2025-05-15","cited_by_count":16,"area":null},{"id":"2211.09783","title":"UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization","created":"2022-11-17","cited_by_count":15,"area":null},{"id":"2209.00930","title":"Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization","created":"2022-09-02","cited_by_count":14,"area":null},{"id":"2305.14647","title":"Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation","created":"2023-05-24","cited_by_count":14,"area":null},{"id":"2405.05688","title":"Evaluating Dialect Robustness of Language Models via Conversation Understanding","created":"2024-05-09","cited_by_count":14,"area":null},{"id":"2507.13364","title":"OmniVec2 -- A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning","created":"2025-07-06","cited_by_count":14,"area":null},{"id":"2205.13190","title":"Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions","created":"2022-05-26","cited_by_count":13,"area":null},{"id":"2305.19835","title":"Deliberate then Generate: Enhanced Prompting Framework for Text Generation","created":"2023-05-31","cited_by_count":13,"area":null},{"id":"2307.15793","title":"Summaries, Highlights, and Action items: Design, implementation and evaluation of an LLM-powered meeting recap system","created":"2023-07-28","cited_by_count":12,"area":null},{"id":"2309.13192","title":"Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation","created":"2023-09-22","cited_by_count":12,"area":null},{"id":"2311.02807","title":"QualEval: Qualitative Evaluation for Model Improvement","created":"2023-11-06","cited_by_count":11,"area":null},{"id":"2403.01754","title":"Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models","created":"2024-03-04","cited_by_count":11,"area":null},{"id":"2403.08211","title":"Large Language Models are Contrastive Reasoners","created":"2024-03-13","cited_by_count":11,"area":"lr"},{"id":"2411.16638","title":"Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation","created":"2024-11-25","cited_by_count":11,"area":null},{"id":"2508.12461","title":"Is GPT-OSS Good? A Comprehensive Evaluation of OpenAI's Latest Open Source Models","created":"2025-08-17","cited_by_count":11,"area":"moe"},{"id":"2301.10483","title":"SWING: Balancing Coverage and Faithfulness for Dialogue Summarization","created":"2023-01-25","cited_by_count":10,"area":null},{"id":"2410.01296","title":"Speculative Coreset Selection for Task-Specific Fine-tuning","created":"2024-10-02","cited_by_count":10,"area":null},{"id":"2502.11306","title":"Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation","created":"2025-02-16","cited_by_count":10,"area":"distill"},{"id":"2305.13086","title":"LMGQS: A Large-scale Dataset for Query-focused Summarization","created":"2023-05-22","cited_by_count":9,"area":null},{"id":"2402.10184","title":"Reward Generalization in RLHF: A Topological Perspective","created":"2024-02-15","cited_by_count":9,"area":"alignment"},{"id":"2409.00162","title":"Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback","created":"2024-08-30","cited_by_count":9,"area":"alignment"},{"id":"2509.02499","title":"MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds","created":"2025-09-02","cited_by_count":9,"area":null},{"id":"2205.00379","title":"The Cross-lingual Conversation Summarization Challenge","created":"2022-05-01","cited_by_count":8,"area":null},{"id":"2310.15239","title":"CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks","created":"2023-10-23","cited_by_count":8,"area":"lr"},{"id":"2406.04625","title":"Key-Element-Informed sLLM Tuning for Document Summarization","created":"2024-06-07","cited_by_count":8,"area":null},{"id":"2406.10976","title":"Promoting Data and Model Privacy in Federated Learning through Quantized LoRA","created":"2024-06-16","cited_by_count":8,"area":null},{"id":"2406.12375","title":"GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory","created":"2024-06-18","cited_by_count":8,"area":"moe"},{"id":"2204.08152","title":"Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling","created":"2022-04-18","cited_by_count":7,"area":null},{"id":"2204.12951","title":"An End-to-End Dialogue Summarization System for Sales Calls","created":"2022-04-27","cited_by_count":7,"area":null},{"id":"2302.07926","title":"Commonsense Reasoning for Conversational AI: A Survey of the State of the Art","created":"2023-02-15","cited_by_count":7,"area":"lr"},{"id":"2306.05119","title":"Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework","created":"2023-06-08","cited_by_count":7,"area":null},{"id":"2307.04018","title":"Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation","created":"2023-07-08","cited_by_count":7,"area":null},{"id":"2310.10285","title":"Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization","created":"2023-10-16","cited_by_count":7,"area":null},{"id":"2406.12784","title":"UBench: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions","created":"2024-06-18","cited_by_count":7,"area":null},{"id":"2510.20797","title":"No Mean Feat: Simple, Strong Baselines for Context Compression","created":"2025-10-23","cited_by_count":7,"area":"inference"},{"id":"2209.11910","title":"A Focused Study on Sequence Length for Dialogue Summarization","created":"2022-09-24","cited_by_count":6,"area":null},{"id":"2212.10018","title":"DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization","created":"2022-12-20","cited_by_count":6,"area":null},{"id":"2305.03237","title":"Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts","created":"2023-05-05","cited_by_count":6,"area":null},{"id":"2403.13638","title":"Pretraining Language Models Using Translationese","created":"2024-03-20","cited_by_count":6,"area":null},{"id":"2405.14646","title":"Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models","created":"2024-05-23","cited_by_count":6,"area":null},{"id":"2406.14709","title":"Factual Dialogue Summarization via Learning from Large Language Models","created":"2024-06-20","cited_by_count":6,"area":null},{"id":"2410.13667","title":"ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization","created":"2024-10-17","cited_by_count":6,"area":null},{"id":"2412.04905","title":"DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling","created":"2024-12-06","cited_by_count":6,"area":null},{"id":"2503.11227","title":"GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction","created":"2025-03-14","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":"2509.18880","title":"Diversity Boosts AI-Generated Text Detection","created":"2025-09-23","cited_by_count":6,"area":null},{"id":"2510.07842","title":"AdaSwitch: Balancing Exploration and Guidance in Knowledge Distillation via Adaptive Switching","created":"2025-10-09","cited_by_count":6,"area":"distill"},{"id":"2201.12502","title":"Unsupervised Multi-Granularity Summarization","created":"2022-01-29","cited_by_count":5,"area":null},{"id":"2204.08875","title":"ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs","created":"2022-04-19","cited_by_count":5,"area":null},{"id":"2301.12376","title":"Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality","created":"2023-01-29","cited_by_count":5,"area":null},{"id":"2401.06945","title":"Knowledge-Centric Templatic Views of Documents","created":"2024-01-13","cited_by_count":5,"area":null},{"id":"2403.04073","title":"Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection","created":"2024-03-06","cited_by_count":5,"area":null},{"id":"2502.17328","title":"Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization","created":"2025-02-24","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":"2506.12024","title":"FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization","created":"2025-05-21","cited_by_count":5,"area":null},{"id":"2509.25837","title":"Distillation of Large Language Models via Concrete Score Matching","created":"2025-09-30","cited_by_count":5,"area":null},{"id":"2512.14954","title":"Cross-Tokenizer Likelihood Scoring Algorithms for Language Model Distillation","created":"2025-12-16","cited_by_count":5,"area":"distill"},{"id":"2601.19768","title":"GAVEL: Towards Rule-Based Safety Through Activation Monitoring","created":"2026-01-27","cited_by_count":5,"area":null},{"id":"2204.13498","title":"Post-Training Dialogue Summarization using Pseudo-Paraphrasing","created":"2022-04-28","cited_by_count":4,"area":null},{"id":"2307.12371","title":"PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization","created":"2023-07-23","cited_by_count":4,"area":null},{"id":"2310.16810","title":"Can GPT models Follow Human Summarization Guidelines? A Study for Targeted Communication Goals","created":"2023-10-25","cited_by_count":4,"area":null},{"id":"2312.16864","title":"OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System","created":"2023-12-28","cited_by_count":4,"area":null},{"id":"2412.10689","title":"Learning to Verify Summary Facts with Fine-Grained LLM Feedback","created":"2024-12-14","cited_by_count":4,"area":"alignment"},{"id":"2412.11333","title":"Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models","created":"2024-12-15","cited_by_count":4,"area":"diffusion"},{"id":"2502.16806","title":"CoT2Align: Cross-Chain of Thought Distillation via Optimal Transport Alignment for Language Models with Different Tokenizers","created":"2025-02-24","cited_by_count":4,"area":"lr"},{"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":"2507.01216","title":"PAE MobiLLM: Privacy-Aware and Efficient LLM Fine-Tuning on the Mobile Device via Additive Side-Tuning","created":"2025-07-01","cited_by_count":4,"area":null},{"id":"2507.03648","title":"Disentangling the Roles of Representation and Selection in Data Pruning","created":"2025-07-04","cited_by_count":4,"area":null},{"id":"2507.16083","title":"Efficient Compositional Multi-tasking for On-device Large Language Models","created":"2025-07-21","cited_by_count":4,"area":null},{"id":"2510.06677","title":"Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback","created":"2025-10-08","cited_by_count":4,"area":null}],"next_cursor":"100"}