{"total":18,"rows":[{"id":"2503.04723","title":"Shifting Long-Context LLMs Research from Input to Output","created":"2025-03-06","cited_by_count":14,"area":null},{"id":"2409.14195","title":"The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends","created":"2024-09-21","cited_by_count":11,"area":null},{"id":"2503.02502","title":"LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs","created":"2025-03-04","cited_by_count":11,"area":null},{"id":"2502.14409","title":"Unstructured Evidence Attribution for Long Context Query Focused Summarization","created":"2025-02-20","cited_by_count":5,"area":null},{"id":"2510.00628","title":"Hearing the Order: Investigating Position Bias in Large Audio-Language Models","created":"2025-10-01","cited_by_count":5,"area":null},{"id":"2601.15300","title":"Intelligence Degradation in Long-Context LLMs: Critical Threshold Determination via Natural Length Distribution Analysis","created":"2026-01-07","cited_by_count":4,"area":null},{"id":"2406.02536","title":"Mitigate Position Bias in Large Language Models via Scaling a Single Dimension","created":"2024-06-04","cited_by_count":3,"area":null},{"id":"2412.07171","title":"Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models","created":"2024-12-10","cited_by_count":2,"area":null},{"id":"2501.15225","title":"SEAL: Scaling to Emphasize Attention for Long-Context Retrieval","created":"2025-01-25","cited_by_count":2,"area":null},{"id":"2406.13632","title":"DoubleDipper: Improving Long-Context LLMs via Context Recycling","created":"2024-06-19","cited_by_count":1,"area":null},{"id":"2502.18915","title":"END: Early Noise Dropping for Efficient and Effective Context Denoising","created":"2025-02-26","cited_by_count":1,"area":null},{"id":"2503.04355","title":"Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling","created":"2025-03-06","cited_by_count":1,"area":null},{"id":"2512.13109","title":"Uncovering the Role of Initial Saliency in U-Shaped Attention Bias: Scaling Initial Token Weight for Enhanced Long-Text Processing","created":"2025-12-15","cited_by_count":1,"area":null},{"id":"2412.00546","title":"Rank It, Then Ask It: Input Reranking for Maximizing the Performance of LLMs on Symmetric Tasks","created":"2024-11-30","cited_by_count":0,"area":null},{"id":"2505.18542","title":"Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs","created":"2025-05-24","cited_by_count":0,"area":null},{"id":"2604.02200","title":"Towards Position-Robust Talent Recommendation via Large Language Models","created":"2026-04-02","cited_by_count":0,"area":null},{"id":"2606.06197","title":"Improving Answer Extraction in Context-based Question Answering Systems Using LLMs","created":"2026-06-04","cited_by_count":0,"area":null},{"id":"2609.26718","title":"The Sirens' Song: When Proximal Background Context Overshadows Distant Evidence","created":"2026-09-22","cited_by_count":0,"area":null}],"next_cursor":null}