Soumya Sanyal
15 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
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Conferences
ACL (4)
EMNLP (4)
ICLR (3)
AAAI (2)
NIPS (2)
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Keywords
language model
(3)
large language model
(3)
logical reasoning
(3)
knowledge graph completion
(2)
link prediction
(2)
reasoning evaluation
(2)
deductive reasoning
(2)
model robustness
(1)
semantic analysis
(1)
multi-task learning
(1)
chain-of-thought reasoning
(1)
sentiment classification
(1)
model merging
(1)
feature attribution
(1)
natural language inference
(1)
graph classification
(1)
feature interaction
(1)
hierarchical representation
(1)
knowledge graph
(1)
attention mechanism
(1)
Papers
Mixing Inference-time Experts for Enhancing LLM Reasoning
EMNLP 2025
PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
ICLR 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification
ACL 2024
Self-contradictory reasoning evaluation and detection
EMNLP 2024
Generate rather than Retrieve: Large Language Models are Strong Context Generators
ICLR 2023
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning
ACL 2023
Faith and Fate: Limits of Transformers on Compositionality
NIPS 2023
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language
ACL 2022
RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners
EMNLP 2022
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning
NIPS 2021
Discretized Integrated Gradients for Explaining Language Models
EMNLP 2021
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
AAAI 2020
Composition-based Multi-Relational Graph Convolutional Networks
ICLR 2020
InteractE: Improving Convolution-Based Knowledge Graph Embeddings by Increasing Feature Interactions
AAAI 2020
A Re-evaluation of Knowledge Graph Completion Methods
ACL 2020