Xingdi Yuan
31 papers · 2016–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) π Academic Marathon (9) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (11)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(49)
π€
Dynamic Duo
(15)
π
Grand Slam
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(107)
π
Century Club
(31)
π
Trend Setter
π₯
Unstoppable
(8)
β
The Questioner
Conferences
ACL (12)
EMNLP (5)
ICML (4)
NIPS (3)
ICLR (2)
IJCNLP (2)
NAACL (2)
AAAI (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(6)
large language model
(5)
text-based environment
(4)
question answering
(4)
text generation
(4)
deep reinforcement learning
(3)
interactive learning
(3)
machine reading comprehension
(3)
structured summary
(2)
faceted summarization
(2)
graph neural network
(2)
keyphrase generation
(2)
scientific document
(2)
information seeking
(2)
text-based game
(2)
question generation
(2)
instruction following
(2)
reading comprehension
(2)
language model
(2)
long document
(2)
Papers
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs
ACL 2025
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following
ACL 2024
Policy Improvement using Language Feedback Models
NIPS 2024
Can Language Models Serve as Text-Based World Simulators?
ACL 2024
Enhancing Agent Learning through World Dynamics Modeling
EMNLP 2024
Think Before You Act: Decision Transformers with Working Memory
ICML 2024
Language-guided Skill Learning with Temporal Variational Inference
ICML 2024
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation
ACL 2023
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games
EMNLP 2023
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation
ACL 2023
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance
ACL 2023
Automatic Exploration of Textual Environments with Language-Conditioned Autotelic Agents
NAACL 2022
Asking for Knowledge (AFK): Training RL Agents to Query External Knowledge Using Language
ICML 2022
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
ACL 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs
EMNLP 2021
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
ICLR 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
IJCNLP 2021
An Empirical Study on Neural Keyphrase Generation
NAACL 2021
Interactive Fiction Games: A Colossal Adventure
AAAI 2020
Learning Dynamic Belief Graphs to Generalize on Text-Based Games
NIPS 2020
Graph Policy Network for Transferable Active Learning on Graphs
NIPS 2020
Interactive Machine Comprehension with Information Seeking Agents
ACL 2020
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases
ACL 2020
Interactive Language Learning by Question Answering
EMNLP 2019
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension
ICLR 2019
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives
ACL 2019
Interactive Language Learning by Question Answering
IJCNLP 2019
Neural Models for Key Phrase Extraction and Question Generation
ACL 2018
Rapid Adaptation with Conditionally Shifted Neurons
ICML 2018
Natural Language Comprehension with the EpiReader
EMNLP 2016
A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data
ACL 2016