{"total":70,"rows":[{"id":"2410.10813","title":"LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory","created":"2024-10-14","cited_by_count":707,"area":null},{"id":"2305.14627","title":"Enabling Large Language Models to Generate Text with Citations","created":"2023-05-24","cited_by_count":595,"area":null},{"id":"2305.14788","title":"Adapting Language Models to Compress Contexts","created":"2023-05-24","cited_by_count":356,"area":null},{"id":"2302.12813","title":"Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback","created":"2023-02-24","cited_by_count":353,"area":null},{"id":"2305.13300","title":"Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts","created":"2023-05-22","cited_by_count":341,"area":null},{"id":"2306.07174","title":"Augmenting Language Models with Long-Term Memory","created":"2023-06-12","cited_by_count":189,"area":null},{"id":"2401.01286","title":"A Comprehensive Study of Knowledge Editing for Large Language Models","created":"2024-01-02","cited_by_count":163,"area":null},{"id":"2504.07952","title":"Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory","created":"2025-04-10","cited_by_count":163,"area":null},{"id":"2305.13281","title":"LM vs LM: Detecting Factual Errors via Cross Examination","created":"2023-05-22","cited_by_count":156,"area":null},{"id":"2401.17377","title":"Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens","created":"2024-01-30","cited_by_count":153,"area":null},{"id":"2306.03901","title":"ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory","created":"2023-06-06","cited_by_count":140,"area":null},{"id":"2307.03170","title":"Focused Transformer: Contrastive Training for Context Scaling","created":"2023-07-06","cited_by_count":133,"area":null},{"id":"2305.01625","title":"Unlimiformer: Long-Range Transformers with Unlimited Length Input","created":"2023-05-02","cited_by_count":128,"area":null},{"id":"2305.11859","title":"Complex Claim Verification with Evidence Retrieved in the Wild","created":"2023-05-19","cited_by_count":110,"area":null},{"id":"2212.09803","title":"Training Trajectories of Language Models Across Scales","created":"2022-12-19","cited_by_count":81,"area":null},{"id":"2310.10638","title":"In-context Pretraining: Language Modeling Beyond Document Boundaries","created":"2023-10-16","cited_by_count":79,"area":null},{"id":"2308.04430","title":"SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore","created":"2023-08-08","cited_by_count":71,"area":null},{"id":"2305.14322","title":"RET-LLM: Towards a General Read-Write Memory for Large Language Models","created":"2023-05-23","cited_by_count":64,"area":null},{"id":"2405.02750","title":"Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding","created":"2024-05-04","cited_by_count":49,"area":null},{"id":"2305.09955","title":"Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models","created":"2023-05-17","cited_by_count":46,"area":null},{"id":"2212.02027","title":"Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer","created":"2022-12-05","cited_by_count":45,"area":null},{"id":"2310.09044","title":"KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection","created":"2023-10-13","cited_by_count":45,"area":null},{"id":"2402.04315","title":"Training Language Models to Generate Text with Citations via Fine-grained Rewards","created":"2024-02-06","cited_by_count":42,"area":null},{"id":"2212.01349","title":"Nonparametric Masked Language Modeling","created":"2022-12-02","cited_by_count":40,"area":null},{"id":"2401.07872","title":"The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey","created":"2024-01-15","cited_by_count":33,"area":null},{"id":"2305.14888","title":"Privacy Implications of Retrieval-Based Language Models","created":"2023-05-24","cited_by_count":32,"area":null},{"id":"2310.11958","title":"Emptying the Ocean with a Spoon: Should We Edit Models?","created":"2023-10-18","cited_by_count":27,"area":null},{"id":"2508.01674","title":"CUPID: Evaluating Personalized and Contextualized Alignment of LLMs from Interactions","created":"2025-08-03","cited_by_count":22,"area":null},{"id":"2210.15859","title":"You can't pick your neighbors, or can you? When and how to rely on retrieval in the $k$NN-LM","created":"2022-10-28","cited_by_count":18,"area":null},{"id":"2310.14587","title":"Large Search Model: Redefining Search Stack in the Era of LLMs","created":"2023-10-23","cited_by_count":18,"area":null},{"id":"2308.05361","title":"WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine","created":"2023-08-10","cited_by_count":17,"area":null},{"id":"2404.00216","title":"Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness","created":"2024-03-30","cited_by_count":17,"area":null},{"id":"2302.10879","title":"$k$NN-Adapter: Efficient Domain Adaptation for Black-Box Language Models","created":"2023-02-21","cited_by_count":14,"area":null},{"id":"2306.15774","title":"Next Steps for Human-Centered Generative AI: A Technical Perspective","created":"2023-06-27","cited_by_count":13,"area":null},{"id":"2306.06843","title":"Recurrent Attention Networks for Long-text Modeling","created":"2023-06-12","cited_by_count":12,"area":null},{"id":"2307.04858","title":"AmadeusGPT: a natural language interface for interactive animal behavioral analysis","created":"2023-07-10","cited_by_count":12,"area":null},{"id":"2309.08594","title":"\"Merge Conflicts!\" Exploring the Impacts of External Distractors to Parametric Knowledge Graphs","created":"2023-09-15","cited_by_count":11,"area":null},{"id":"2407.12982","title":"Retrieval-Enhanced Machine Learning: Synthesis and Opportunities","created":"2024-07-17","cited_by_count":11,"area":null},{"id":"2309.06384","title":"Towards Reliable and Fluent Large Language Models: Incorporating Feedback Learning Loops in QA Systems","created":"2023-09-08","cited_by_count":10,"area":null},{"id":"2402.17532","title":"Retrieval is Accurate Generation","created":"2024-02-27","cited_by_count":10,"area":null},{"id":"2410.08133","title":"Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks","created":"2024-10-10","cited_by_count":10,"area":null},{"id":"2308.13191","title":"Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers","created":"2023-08-25","cited_by_count":9,"area":null},{"id":"2402.01173","title":"Efficient Prompt Caching via Embedding Similarity","created":"2024-02-02","cited_by_count":9,"area":null},{"id":"2210.00185","title":"Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks","created":"2022-10-01","cited_by_count":8,"area":null},{"id":"2305.12289","title":"Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond","created":"2023-05-20","cited_by_count":8,"area":null},{"id":"2405.17052","title":"SelfCP: Compressing Over-Limit Prompt via the Frozen Large Language Model Itself","created":"2024-05-27","cited_by_count":8,"area":null},{"id":"2306.10231","title":"GLIMMER: generalized late-interaction memory reranker","created":"2023-06-17","cited_by_count":7,"area":null},{"id":"2207.00630","title":"QA Is the New KR: Question-Answer Pairs as Knowledge Bases","created":"2022-07-01","cited_by_count":6,"area":null},{"id":"2210.02068","title":"Nonparametric Decoding for Generative Retrieval","created":"2022-10-05","cited_by_count":6,"area":null},{"id":"2302.03754","title":"Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories","created":"2023-02-07","cited_by_count":6,"area":null},{"id":"2305.04782","title":"HistAlign: Improving Context Dependency in Language Generation by Aligning with History","created":"2023-05-08","cited_by_count":6,"area":null},{"id":"2502.06902","title":"Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During Training","created":"2025-02-09","cited_by_count":4,"area":null},{"id":"2506.16444","title":"REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing","created":"2025-06-19","cited_by_count":4,"area":null},{"id":"2305.11564","title":"Decouple knowledge from parameters for plug-and-play language modeling","created":"2023-05-19","cited_by_count":3,"area":null},{"id":"2402.03009","title":"UniMem: Towards a Unified View of Long-Context Large Language Models","created":"2024-02-05","cited_by_count":3,"area":null},{"id":"2510.03611","title":"Can an LLM Induce a Graph? Investigating Memory Drift and Context Length","created":"2025-10-04","cited_by_count":3,"area":null},{"id":"2212.10391","title":"Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification","created":"2022-12-20","cited_by_count":2,"area":null},{"id":"2307.06832","title":"Personalization for BERT-based Discriminative Speech Recognition Rescoring","created":"2023-07-13","cited_by_count":2,"area":null},{"id":"2308.14903","title":"MEMORY-VQ: Compression for Tractable Internet-Scale Memory","created":"2023-08-28","cited_by_count":2,"area":null},{"id":"2311.09615","title":"On Retrieval Augmentation and the Limitations of Language Model Training","created":"2023-11-16","cited_by_count":2,"area":null},{"id":"2405.20620","title":"\"Forgetting\" in Machine Learning and Beyond: A Survey","created":"2024-05-31","cited_by_count":2,"area":null},{"id":"2406.05906","title":"TTM-RE: Memory-Augmented Document-Level Relation Extraction","created":"2024-06-09","cited_by_count":2,"area":null},{"id":"2505.19660","title":"Prompting is not Enough: Exploring Knowledge Integration and Controllable Generation","created":"2025-05-26","cited_by_count":2,"area":null},{"id":"2208.02402","title":"Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models","created":"2022-08-04","cited_by_count":1,"area":null},{"id":"2402.19218","title":"Memory-Augmented Generative Adversarial Transformers","created":"2024-02-29","cited_by_count":1,"area":null},{"id":"2502.08666","title":"Hallucination, Monofacts, and Miscalibration: An Empirical Investigation","created":"2025-02-11","cited_by_count":1,"area":null},{"id":"2405.01924","title":"Semi-Parametric Retrieval via Binary Bag-of-Tokens Index","created":"2024-05-03","cited_by_count":0,"area":null},{"id":"2601.17495","title":"PEARL: Prototype-Enhanced Alignment for Label-Efficient Representation Learning with Deployment-Driven Insights from Digital Governance Communication Systems","created":"2026-01-24","cited_by_count":0,"area":null},{"id":"2607.17710","title":"Planning with Transformers: Chain of Computation and Structured Context Windows","created":"2026-07-20","cited_by_count":0,"area":null},{"id":"2610.19247","title":"Copy-Paste Language Models","created":"2026-10-13","cited_by_count":0,"area":null}],"next_cursor":null}