← Authors

Dian Yu

58 papers · 2013–2025 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (89) 🀝 Dynamic Duo (26) πŸ† Grand Slam πŸ‘₯ Mega-Team (32) 🧬 Topic Evolution πŸ’Ž Century Club (58) πŸ“ˆ Trend Setter ⚑ Prolific Year (8) πŸ—ƒοΈ Keyword Collector (204) πŸ”₯ Unstoppable (7) ❓ The Questioner (3)

Conferences

EMNLP (14) ACL (12) IJCNLP (6) NAACL (6) ICLR (4) AAAI (3) COLING (3) CONLL (2) EACL (2) NIPS (2) ECCV (1) ICML (1) IJCAI (1) SEMEVAL (1)

Top co-authors

Dong Yu (26) Jianshu Chen (12) Heng Ji (9) Kai Sun (8) Wenlin Yao (8) Xiaoman Pan (8) Zhou Yu (7) Haitao Mi (7) Claire Cardie (5) Kenji Sagae (5)

Keywords

machine reading comprehension (8) question answering (7) zero-shot learning (6) language model (6) dialog system (6) transfer learning (6) mathematical reasoning (4) reinforcement learning (4) dialogue system (4) large language model (4) dependency parsing (3) few-shot learning (3) pre-trained language model (3) slot filling (3) document-level translation (2) text summarization (2) information retrieval (2) natural language understanding (2) weakly supervised learning (2) text generation (2)

Papers

Don’t Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls ACL 2025
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning ICLR 2025
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search ICLR 2025
Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models ICML 2025
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NIPS 2024
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024
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
Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024
Document-Level Machine Translation with Large Language Models EMNLP 2023
More Than Spoken Words: Nonverbal Message Extraction and Generation EMNLP 2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models NIPS 2023
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models ICLR 2023
ReAct: Synergizing Reasoning and Acting in Language Models ICLR 2023
How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method EACL 2023
Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs EMNLP 2023
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge ACL 2022
Knowledge-grounded Dialog State Tracking EMNLP 2022
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References ACL 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization EMNLP 2022
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension ACL 2022
End-to-End Chinese Speaker Identification NAACL 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog NAACL 2022
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining IJCNLP 2021
Language Embeddings for Typology and Cross-lingual Transfer Learning ACL 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021
MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations EACL 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
Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models EMNLP 2021
Language Embeddings for Typology and Cross-lingual Transfer Learning IJCNLP 2021
Few-shot Intent Classification and Slot Filling with Retrieved Examples NAACL 2021
Dialogue-Based Relation Extraction ACL 2020
MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization AAAI 2020
Exploration Based Language Learning for Text-Based Games IJCAI 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark COLING 2020
Filling Conversation Ellipsis for Better Social Dialog Understanding AAAI 2020
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ACL 2020
Gunrock: A Social Bot for Complex and Engaging Long Conversations EMNLP 2019
Evidence Sentence Extraction for Machine Reading Comprehension CONLL 2019
Improving Pre-Trained Multilingual Model with Vocabulary Expansion CONLL 2019
Dependency Parsing for Spoken Dialog Systems IJCNLP 2019
Gunrock: A Social Bot for Complex and Engaging Long Conversations IJCNLP 2019
Improving Machine Reading Comprehension with General Reading Strategies NAACL 2019
UC Davis at SemEval-2019 Task 1: DAG Semantic Parsing with Attention-based Decoder SEMEVAL 2019
Improving Question Answering with External Knowledge EMNLP 2019
Dependency Parsing for Spoken Dialog Systems EMNLP 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
Detecting Deceptive Groups Using Conversations and Network Analysis IJCNLP 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