Jayanth Srinivasa
19 papers · 2023–2026 · 8 venues · across top CS/AI venues
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Papers
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection
ACL 2026
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
EMNLP 2025
How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench
EMNLP 2025
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
NAACL 2025
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
ICML 2025
SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning
EMNLP 2025
The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1
IJCNLP 2025
Answer is All You Need: Instruction-following Text Embedding via Answering the Question
ACL 2024
Argument-Aware Approach To Event Linking
ACL 2024
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension
ICML 2024
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
ICLR 2024
Enhancing Large Language Models through Transforming Reasoning Problems into Classification Tasks
COLING 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments
EMNLP 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision
EMNLP 2024
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
NeurIPS 2024
A Unified Detection Framework for Inference-Stage Backdoor Defenses
NeurIPS 2023
Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling
NeurIPS 2023
Text-to-SQL Error Correction with Language Models of Code
ACL 2023
Understanding Backdoor Attacks through the Adaptability Hypothesis
ICML 2023