Peter Jansen
32 papers · 2014–2026 · 9 venues · across top CS/AI venues
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Achievements
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(14)
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Topic Evolution
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Keyword Champion
(2)
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Renaissance Researcher
(5)
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The Questioner
(4)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Trend Setter
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Keyword Collector
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Research topics
Artificial Intelligence
(22)
Core AI
(22)
Natural Language Processing
(14)
Applications
(12)
Machine Learning
(11)
Knowledge & Reasoning
(8)
Reasoning
(8)
Core Methods
(7)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Representation
(3)
Computer Science
(2)
Reinforcement Learning
(2)
Keywords
question answering
(10)
multi-hop inference
(6)
knowledge base
(5)
explanation generation
(4)
language model
(4)
knowledge graph
(4)
information retrieval
(3)
text game
(3)
code generation
(3)
agent system
(3)
entailment tree
(2)
multi-step reasoning
(2)
hypothesis generation
(2)
knowledge distillation
(2)
semantic drift
(2)
virtual environment
(2)
materials science
(2)
reinforcement learning
(2)
automated reasoning
(2)
natural language inference
(2)
Papers
CodeDistiller: Automatically Generating Code Libraries for Scientific Coding Agents
ACL 2026
Generating Literature-Driven Scientific Theories at Scale
ACL 2026
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation
ACL 2025
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering
ICLR 2025
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science
EMNLP 2025
Can Language Models Serve as Text-Based World Simulators?
ACL 2024
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
NeurIPS 2024
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic
EMNLP 2024
PDDLEGO: Iterative Planning in Textual Environments
NAACL 2024
Behavior Cloned Transformers are Neurosymbolic Reasoners
EACL 2023
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games
EMNLP 2023
From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions
EMNLP 2023
Self-Supervised Behavior Cloned Transformers are Path Crawlers for Text Games
EMNLP 2023
TextWorldExpress: Simulating Text Games at One Million Steps Per Second
EACL 2023
A Systematic Survey of Text Worlds as Embodied Natural Language Environments
NAACL 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader?
EMNLP 2022
Explaining Answers with Entailment Trees
EMNLP 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings
EMNLP 2021
TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration
NAACL 2021
CoSaTa: A Constraint Satisfaction Solver and Interpreted Language for Semi-Structured Tables of Sentences
EMNLP 2020
QASC: A Dataset for Question Answering via Sentence Composition
AAAI 2020
TextGraphs 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration
COLING 2020
Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions
EMNLP 2020
Extracting Common Inference Patterns from Semi-Structured Explanations
EMNLP 2019
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13)
EMNLP 2019
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration
EMNLP 2019
Multi-hop Inference for Sentence-level TextGraphs: How Challenging is Meaningfully Combining Information for Science Question Answering?
NAACL 2018
Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification
CoNLL 2017
Creating Causal Embeddings for Question Answering with Minimal Supervision
EMNLP 2016
Whatβs in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams
COLING 2016
Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering
NAACL 2015
Discourse Complements Lexical Semantics for Non-factoid Answer Reranking
ACL 2014