Dan, Soham
- Generalized Planning in PDDL Domains with Pretrained Large Language Models
2023/05/18 by Tom Silver, Soham Dan, Silver, Tom +9 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Cross-modal Map Learning for Vision and Language Navigation
2022/03/10 by Georgakis, Georgios, Schmeckpeper, Karl, Wanchoo, Karan +4 · 16 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
2024/02/23 by Basu, Kinjal, Abdelaziz, Ibrahim, Chaudhury, Subhajit +7 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Needle in the Haystack for Memory Based Large Language Models
2024/07/01 by Elliot Nelson, Γεώργιος Κόλλιας, Nelson, Elliot +7 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Larimar: Large Language Models with Episodic Memory Control
2024/03/18 by Das, Payel, Chaudhury, Subhajit, Nelson, Elliot +10 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation
2024/06/26 by Pulavarthi, Vaishnavi, Nandal, Deeksha, Dan, Soham +1 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Language Guided Exploration for RL Agents in Text Environments
2024/03/05 by Hitesh Golchha, Sahil Yerawar, Golchha, Hitesh +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
- Formally Specifying the High-Level Behavior of LLM-Based Agents
2023/10/12 by Crouse, Maxwell, Abdelaziz, Ibrahim, Astudillo, Ramon +7 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Large Language Model Confidence Estimation via Black-Box Access
2024/06/01 by Tejaswini Pedapati, Amit Dhurandhar, Pedapati, Tejaswini +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- IOLBENCH: Benchmarking LLMs on Linguistic Reasoning
2025/01/08 by SUNIL AUDICH S. P. GOYAL, Soham Dan, Goyal, Satyam +1 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #Natural Language Processing Techniques
- Higher-Order Graphon Theory: Fluctuations, Degeneracies, and Inference
2024/04/22 by Chatterjee, Anirban, Dan, Soham, Bhattacharya, Bhaswar B. · 3 citations
#05C60 #05C80 #60F05 #FOS: Mathematics #Probability (math.PR) #Statistics Theory (math.ST)
- Benchmarking LLM Guardrails in Handling Multilingual Toxicity
2024/10/29 by Yang, Yahan, Dan, Soham, Roth, Dan +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- In and Out-of-Domain Text Adversarial Robustness via Label Smoothing
2022/12/20 by Yang, Yahan, Dan, Soham, Roth, Dan +1 · 1 citation
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
2023/06/18 by Keerthiram Murugesan, Sarathkrishna Swaminathan, Murugesan, Keerthiram +21 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- On the Calibration of Multilingual Question Answering LLMs
2023/11/15 by Yang, Yahan, Dan, Soham, Roth, Dan +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Few-shot Policy (de)composition in Conversational Question Answering
2025/01/20 by Erwin, Kyle, Axelrod, Guy, Chang, Maria +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Compositional Program Generation for Few-Shot Systematic Generalization
2023/09/28 by Klinger, Tim, Liu, Luke, Dan, Soham +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Are LLMs Ready for Practical Adoption for Assertion Generation?
2025/02/28 by Pulavarthi, Vaishnavi, Nandal, Deeksha, Dan, Soham +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis
2024/06/18 by Kushal Raj Bhandari, Bhandari, Kushal Raj, Sixue Xing +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
- Large Language Models can be Strong Self-Detoxifiers
2024/10/04 by Ching-Yun Ko, Pin‐Yu Chen, Ko, Ching-Yun +15 · 1 citation
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling