Bowen Yu

Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models ACL 2026 PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice ACL 2026 Renormalization Group Guided Tensor Network Structure Search AAAI 2026 START: Self-taught Reasoner with Tools EMNLP 2025 P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025 Transferable Post-training via Inverse Value Learning NAACL 2025 Efficient Long Context Fine-tuning with Chunk Flow ICML 2025 ProcessBench: Identifying Process Errors in Mathematical Reasoning ACL 2025 Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models ICLR 2025 RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing EMNLP 2025 LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025 Rethinking Data Selection at Scale: Random Selection is Almost All You Need EMNLP 2025 MARGE: Improving Math Reasoning with Guided Exploration ICML 2025 Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models ACL 2025 The Lessons of Developing Process Reward Models in Mathematical Reasoning ACL 2025 Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 2024 Preference Ranking Optimization for Human Alignment AAAI 2024 Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment ACL 2024 Language Models can Evaluate Themselves via Probability Discrepancy ACL 2024 SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024 Self-Retrieval: End-to-End Information Retrieval with One Large Language Model NIPS 2024 Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment COLING 2024 Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model EMNLP 2024 Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch ICML 2024 TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks NAACL 2024 Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023 Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023 Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics ICLR 2023 API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs EMNLP 2023 Causal Document-Grounded Dialogue Pre-training EMNLP 2023 Improving Question Generation with Multi-level Content Planning EMNLP 2023 Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023 Domain Incremental Lifelong Learning in an Open World ACL 2023 A Survey on Neural Open Information Extraction: Current Status and Future Directions IJCAI 2022 Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph ACL 2022 Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence EMNLP 2022 Towards Generalized Open Information Extraction EMNLP 2022 Semi-Supervised Lifelong Language Learning EMNLP 2022 TriCache: A User-Transparent Block Cache Enabling High-Performance Out-of-Core Processing with In-Memory Programs OSDI 2022 Few-Shot Event Detection with Prototypical Amortized Conditional Random Field IJCNLP 2021 CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction IJCNLP 2021 FITAnnotator: A Flexible and Intelligent Text Annotation System NAACL 2021 Few-Shot Event Detection with Prototypical Amortized Conditional Random Field ACL 2021 Discontinuous Named Entity Recognition as Maximal Clique Discovery ACL 2021 Maximal Clique Based Non-Autoregressive Open Information Extraction EMNLP 2021 Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning EMNLP 2021 CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction ACL 2021 From What to Why: Improving Relation Extraction with Rationale Graph ACL 2021 Discontinuous Named Entity Recognition as Maximal Clique Discovery IJCNLP 2021 From What to Why: Improving Relation Extraction with Rationale Graph IJCNLP 2021 Coarse-to-Fine Pre-training for Named Entity Recognition EMNLP 2020 Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING 2020 TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking COLING 2020 Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention ACL 2020 Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction AAAI 2020 Porous Lattice Transformer Encoder for Chinese NER COLING 2020 Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction COLING 2020 Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation EMNLP 2020 Beyond Word Attention: Using Segment Attention in Neural Relation Extraction IJCAI 2019