Bowen Yu

57 papers · 2019–2026 · 11 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (6) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (11) 🤝 Dynamic Duo (24) 🏆 Grand Slam 🔬 Deep Specialist (15) 🧬 Topic Evolution ⚡ Prolific Year (8) 🗃️ Keyword Collector (239) 📈 Trend Setter 🔥 Unstoppable (7) 💎 Century Club (56)

Conferences

EMNLP (17) ACL (15) COLING (6) IJCNLP (4) AAAI (3) ICML (3) NAACL (3) ICLR (2) IJCAI (2) NIPS (1) OSDI (1)

Top co-authors

Tingwen Liu (24) Yongbin Li (16) Fei Huang (16) Haiyang Yu (14) Zhenyu Zhang (11) Junyang Lin (10) Bin Wang (9) Jingren Zhou (8) Xue Mengge (7) Keming Lu (6)

Keywords

large language model (9) graph neural network (5) named entity recognition (5) language model (4) relation extraction (4) open information extraction (3) benchmark evaluation (3) maximal clique (3) information extraction (3) tool use (2) instruction tuning (2) reinforcement learning from human feedback (2) lifelong learning (2) supervised fine-tuning (2) question answering (2) reinforcement learning (2) natural language generation (2) knowledge distillation (2) mathematical reasoning (2) model compression (2)

Papers

Renormalization Group Guided Tensor Network Structure Search AAAI 2026

Efficient Long Context Fine-tuning with Chunk Flow ICML 2025

ProcessBench: Identifying Process Errors in Mathematical Reasoning ACL 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

MARGE: Improving Math Reasoning with Guided Exploration ICML 2025

Transferable Post-training via Inverse Value Learning NAACL 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

START: Self-taught Reasoner with Tools EMNLP 2025

P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025

Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models ICLR 2025

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model NIPS 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

Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 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

Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 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

Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics ICLR 2023

Domain Incremental Lifelong Learning in an Open World ACL 2023

Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph ACL 2022

A Survey on Neural Open Information Extraction: Current Status and Future Directions IJCAI 2022

TriCache: A User-Transparent Block Cache Enabling High-Performance Out-of-Core Processing with In-Memory Programs OSDI 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

FITAnnotator: A Flexible and Intelligent Text Annotation System NAACL 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

Few-Shot Event Detection with Prototypical Amortized Conditional Random Field ACL 2021

Discontinuous Named Entity Recognition as Maximal Clique Discovery ACL 2021

Discontinuous Named Entity Recognition as Maximal Clique Discovery IJCNLP 2021

Few-Shot Event Detection with Prototypical Amortized Conditional Random Field IJCNLP 2021

From What to Why: Improving Relation Extraction with Rationale Graph IJCNLP 2021

CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction IJCNLP 2021

Coarse-to-Fine Pre-training for Named Entity Recognition EMNLP 2020

Porous Lattice Transformer Encoder for Chinese NER COLING 2020

Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention ACL 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

Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction AAAI 2020

TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking COLING 2020

Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING 2020

Beyond Word Attention: Using Segment Attention in Neural Relation Extraction IJCAI 2019