| Aug 21, 2025 | Our three paper “Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs”, “Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks”, and “Adaptive Preference Optimization with Uncertainty-aware Utility Anchor” were accepted to the Main Conference and Findings of EMNLP 2025! |
| May 16, 2025 | Our two paper Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training and Reflectevo: Improving meta introspection of small llms by learning self-reflection were accepted to the Main Conference and Findings of ACL 2025! |
| Feb 17, 2025 | Our one paper From hours to minutes: Lossless acceleration of ultra long sequence generation up to 100k tokens was accepted to the ICML 2025! |
| May 17, 2024 | Our short paper Varying Sentence Representations via Condition-Specified Routers was accepted to the Main Conference of EMNLP 2024! |
| May 17, 2024 | Our paper Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels was accepted to the Main Conference of ACL 2024! |
| May 17, 2024 | Our paper LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments was accepted to the ACL 2024 Findings! |
| Jul 18, 2023 | Our paper A Unified Retrieval-augmented System for Multilingual Named Entity Recognition wins the Best System Paper Award at SemEval 2023!   |
| May 17, 2023 | Our short paper Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models was accepted to the Main Conference of EMNLP 2023! |
| May 5, 2023 | Our paper Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field was accepted to the Main Conference of ACL 2023! |