← Authors

Xingdi Yuan

31 papers · 2016–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (49) 🀝 Dynamic Duo (15) πŸ† Grand Slam ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (107) πŸ’Ž Century Club (31) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (8) ❓ The Questioner

Conferences

ACL (12) EMNLP (5) ICML (4) NIPS (3) ICLR (2) IJCNLP (2) NAACL (2) AAAI (1)

Top co-authors

Marc-Alexandre CΓ΄tΓ© (15) Adam Trischler (13) Tong Wang (8) Jie Fu (5) Daqing He (5) Rui Meng (5) Yoshua Bengio (3) Chris Pal (3) Khushboo Thaker (3) Pierre-yves Oudeyer (3)

Research topics

Understanding (1)

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