Dian Yu

Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains ACL 2026 Stable and Efficient Single-Rollout RL for Multimodal Reasoning CVPR 2026 Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience ACL 2026 Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models ICML 2025 Don’t Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls ACL 2025 DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search ICLR 2025 Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning ICLR 2025 LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025 Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation ECCV 2024 Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024 MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024 Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024 Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024 Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NeurIPS 2024 Document-Level Machine Translation with Large Language Models EMNLP 2023 Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs EMNLP 2023 How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method EACL 2023 Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models ICLR 2023 More Than Spoken Words: Nonverbal Message Extraction and Generation EMNLP 2023 ReAct: Synergizing Reasoning and Acting in Language Models ICLR 2023 Tree of Thoughts: Deliberate Problem Solving with Large Language Models NeurIPS 2023 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023 C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References ACL 2022 End-to-End Chinese Speaker Identification NAACL 2022 Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge ACL 2022 Knowledge-grounded Dialog State Tracking EMNLP 2022 Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension ACL 2022 NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization EMNLP 2022 Unsupervised Slot Schema Induction for Task-oriented Dialog NAACL 2022 Attribute Alignment: Controlling Text Generation from Pre-trained Language Models EMNLP 2021 Automatically Exposing Problems with Neural Dialog Models EMNLP 2021 Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories EMNLP 2021 Few-shot Intent Classification and Slot Filling with Retrieved Examples NAACL 2021 Language Embeddings for Typology and Cross-lingual Transfer Learning ACL 2021 MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations EACL 2021 QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021 Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021 CLUE: A Chinese Language Understanding Evaluation Benchmark COLING 2020 Dialogue-Based Relation Extraction ACL 2020 Exploration Based Language Learning for Text-Based Games IJCAI 2020 Filling Conversation Ellipsis for Better Social Dialog Understanding AAAI 2020 MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization AAAI 2020 Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ACL 2020 Dependency Parsing for Spoken Dialog Systems EMNLP 2019 Evidence Sentence Extraction for Machine Reading Comprehension CoNLL 2019 Gunrock: A Social Bot for Complex and Engaging Long Conversations EMNLP 2019 Improving Machine Reading Comprehension with General Reading Strategies NAACL 2019 Improving Pre-Trained Multilingual Model with Vocabulary Expansion CoNLL 2019 Improving Question Answering with External Knowledge EMNLP 2019 UC Davis at SemEval-2019 Task 1: DAG Semantic Parsing with Attention-based Decoder SemEval 2019 Open Relation Extraction and Grounding IJCNLP 2017 Unsupervised Person Slot Filling based on Graph Mining ACL 2016 Detecting Deceptive Groups Using Conversations and Network Analysis ACL 2015 Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction NAACL 2015 The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding COLING 2014 Resolving Entity Morphs in Censored Data ACL 2013