← Authors

Mo Yu

99 papers · 2011–2026 · 14 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (14) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (14) 🏠 Conference Loyalist (27) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (31) 🧬 Topic Evolution πŸ† Grand Slam πŸ‘₯ Mega-Team (30) πŸ”¬ Deep Specialist (18) πŸ† Keyword Champion (4) πŸ”₯ Unstoppable (15) ❓ The Questioner (2) ⚑ Prolific Year (24) πŸ’Ž Century Club (98) πŸ—ƒοΈ Keyword Collector (392) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

ACL (27) EMNLP (27) NAACL (15) IJCNLP (6) AAAI (5) ICML (4) NIPS (4) IJCAI (3) CVPR (2) ICLR (2) COLING (1) CONLL (1) EACL (1) ICCV (1)

Top co-authors

Shiyu Chang (31) Xiaoxiao Guo (20) Jie Zhou (14) Saloni Potdar (9) Dakuo Wang (9) Wenhan Xiong (9) Yang Zhang (8) William Yang Wang (8) Mark Dredze (7) Tiejun Zhao (7)

Research topics

Education (1)

Keywords

question answering (14) large language model (9) text classification (7) information retrieval (6) reinforcement learning (6) reading comprehension (6) zero-shot learning (5) attention mechanism (4) natural language inference (4) feature selection (4) language model (4) narrative comprehension (4) few-shot learning (4) knowledge graph (4) neural network (4) benchmark evaluation (3) narrative understanding (3) question generation (3) natural language understanding (3) natural language processing (3)

Papers

ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning AAAI 2026
DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models EMNLP 2025
Coherency Improved Explainable Recommendation via Large Language Model AAAI 2025
Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025
Understanding LLMs’ Fluid Intelligence Deficiency: An Analysis of the ARC Task NAACL 2025
The Stochastic Parrot on LLM’s Shoulder: A Summative Assessment of Physical Concept Understanding NAACL 2025
The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025
On Large Language Models’ Hallucination with Regard to Known Facts NAACL 2024
Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind ICML 2024
Rethinking the Evaluation of In-Context Learning for LLMs EMNLP 2024
On the token distance modeling ability of higher RoPE attention dimension EMNLP 2024
Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024
Personality Understanding of Fictional Characters during Book Reading ACL 2023
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ACL 2023
Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension ACL 2023
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models ICML 2023
Explicit Planning Helps Language Models in Logical Reasoning EMNLP 2023
The Art of Prompting: Event Detection based on Type Specific Prompts ACL 2023
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022
MBTI Personality Prediction for Fictional Characters Using Movie Scripts EMNLP 2022
Revisiting the Roles of β€œText” in Text Games EMNLP 2022
Generating Coherent Narratives with Subtopic Planning to Answer How-to Questions EMNLP 2022
Probing Script Knowledge from Pre-Trained Models EMNLP 2022
Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension ACL 2022
It is AI’s Turn to Ask Humans a Question: Question-Answer Pair Generation for Children’s Story Books ACL 2022
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization ACL 2022
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022
A Survey of Machine Narrative Reading Comprehension Assessments IJCAI 2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing NAACL 2022
Linking Emergent and Natural Languages via Corpus Transfer ICLR 2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? NAACL 2022
Understanding Interlocking Dynamics of Cooperative Rationalization NIPS 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering IJCNLP 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering ACL 2021
Interpretable Visual Reasoning via Induced Symbolic Space ICCV 2021
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021
Complementary Evidence Identification in Open-Domain Question Answering EACL 2021
Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations NAACL 2021
Multilingual BERT Post-Pretraining Alignment NAACL 2021
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020
Invariant Rationalization ICML 2020
Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning AAAI 2020
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation CVPR 2020
Frustratingly Hard Evidence Retrieval for QA Over Books ACL 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning EMNLP 2020
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control IJCNLP 2019
A Game Theoretic Approach to Class-wise Selective Rationalization NIPS 2019
Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019
Improving Natural Language Inference Using External Knowledge in the Science Questions Domain AAAI 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers ACL 2019
Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ACL 2019
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader ACL 2019
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets ACL 2019
TWEETQA: A Social Media Focused Question Answering Dataset ACL 2019
Multi-Granular Text Encoding for Self-Explaining Categorization ACL 2019
Sentence Embedding Alignment for Lifelong Relation Extraction NAACL 2019
Leveraging Dependency Forest for Neural Medical Relation Extraction EMNLP 2019
Out-of-Domain Detection for Low-Resource Text Classification Tasks EMNLP 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control EMNLP 2019
Context-Aware Conversation Thread Detection in Multi-Party Chat EMNLP 2019
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering EMNLP 2019
Do Multi-hop Readers Dream of Reasoning Chains? EMNLP 2019
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering EMNLP 2019
DAG-GNN: DAG Structure Learning with Graph Neural Networks ICML 2019
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing NAACL 2019
Leveraging Dependency Forest for Neural Medical Relation Extraction IJCNLP 2019
Out-of-Domain Detection for Low-Resource Text Classification Tasks IJCNLP 2019
Context-Aware Conversation Thread Detection in Multi-Party Chat IJCNLP 2019
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior EMNLP 2018
Image Super-Resolution via Dual-State Recurrent Networks CVPR 2018
Diverse Few-Shot Text Classification with Multiple Metrics NAACL 2018
Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018
One-Shot Relational Learning for Knowledge Graphs EMNLP 2018
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering ICLR 2018
Deriving Machine Attention from Human Rationales EMNLP 2018
A Co-Matching Model for Multi-choice Reading Comprehension ACL 2018
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model EMNLP 2018
Improved Neural Relation Detection for Knowledge Base Question Answering ACL 2017
Dilated Recurrent Neural Networks NIPS 2017
Embedding Lexical Features via Low-Rank Tensors NAACL 2016
Simple Question Answering by Attentive Convolutional Neural Network COLING 2016
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling EMNLP 2016
An Empirical Study of Chinese Name Matching and Applications ACL 2015
A Concrete Chinese NLP Pipeline NAACL 2015
An Empirical Study of Chinese Name Matching and Applications IJCNLP 2015
Improved Relation Extraction with Feature-Rich Compositional Embedding Models EMNLP 2015
Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction NAACL 2015
Improving Lexical Embeddings with Semantic Knowledge ACL 2014
Accelerated Mini-batch Randomized Block Coordinate Descent Method NIPS 2014
Compound Embedding Features for Semi-supervised Learning NAACL 2013
Cross-lingual Projections between Languages from Different Families ACL 2013
Learning Domain Differences Automatically for Dependency Parsing Adaptation IJCAI 2013
Locally Training the Log-Linear Model for SMT EMNLP 2012
Locally Training the Log-Linear Model for SMT CONLL 2012
Target-dependent Twitter Sentiment Classification ACL 2011