Koller, Alexander

1. We're Afraid Language Models Aren't Modeling Ambiguity
   2023/04/27 by Alisa Liu, Liu, Alisa, Zhaofeng Wu +15 · 2 voices · 29 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
2. LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
   2024/06/26 by Anna Bavaresco, Bavaresco, Anna, Raffaella Bernardi +37 · 5 voices · 73 citations
   #cs.CL
3. ADaPT: As-Needed Decomposition and Planning with Language Models
   2023/11/08 by Archiki Prasad, Prasad, Archiki, Alexander Koller +11 · 47 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
4. Closing the Curious Case of Neural Text Degeneration
   2023/10/02 by Matthew Finlayson, John Hewitt, John K. Hewitt +8 · 1 voice · 8 citations
   Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
5. What's the Meaning of Superhuman Performance in Today's NLU?
   2023/05/15 by Simone Tedeschi, Tedeschi, Simone, Johan Bos +21 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. Automating the Generation of Prompts for LLM-based Action Choice in PDDL Planning
   2023/11/16 by Katharina Stein, Stein, Katharina, Fišer, Daniel +2 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
7. Structural generalization is hard for sequence-to-sequence models
   2022/10/24 by Yao, Yuekun, Koller, Alexander · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. SLOG: A Structural Generalization Benchmark for Semantic Parsing
   2023/10/23 by Bingzhi Li, Lucia Donatelli, Li, Bingzhi +9 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
9. Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests
   2025/02/20 by Filippo Momentè, Alessandro Suglia, Momentè, Filippo +15 · 1 voice · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #cs.CL
10. SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation
    2023/10/01 by Lindemann, Matthias, Koller, Alexander, Titov, Ivan · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. LLMs syntactically adapt their language use to their conversational partner
    2025/03/10 by Kandra, Florian, Demberg, Vera, Koller, Alexander · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
12. Compositional Generalization without Trees using Multiset Tagging and Latent Permutations
    2023/05/26 by Lindemann, Matthias, Koller, Alexander, Titov, Ivan · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. Positional Biases Shift as Inputs Approach Context Window Limits
    2025/08/10 by Blerta Veseli, Julian Chibane, Veseli, Blerta +5 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
14. Procedural Environment Generation for Tool-Use Agents
    2025/05/21 by Sullivan, Michael, Hartmann, Mareike, Koller, Alexander · 3 citations
    #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
15. A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems
    2025/02/19 by Duchnowski, Alex, Pavlick, Ellie, Koller, Alexander · 1 citation
    #68Q15 #Computation and Language (cs.CL) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #I.2.7
16. Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations
    2024/07/05 by Matthias Lindemann, Lindemann, Matthias, Alexander Koller +3 · 1 citation
    Computer Science · Neuroscience · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Neural Networks and Applications #Neurobiology of Language and Bilingualism
17. Playpen: An Environment for Exploring Learning Through Conversational Interaction
    2025/04/11 by Nicola Horst, Davide Mazzaccara, Horst, Nicola +29 · 1 voice · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
18. Fine-grained Controllable Text Generation through In-context Learning with Feedback
    2024/06/17 by Sarubi Thillainathan, Alexander Koller, Thillainathan, Sarubi +1 · 1 citation
    Computer Science · #Speech and dialogue systems #Topic Modeling
19. GRPO is Secretly a Process Reward Model
    2025/09/25 by Michael Sullivan, Sullivan, Michael, Koller, Alexander · 2 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Outsourcing and Supply Chain Management #Risk Management in Financial Firms
20. A Dialogue Game for Eliciting Balanced Collaboration
    2024/06/12 by Isidora Jeknić, David Schlangen, Jeknić, Isidora +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems