Siva Reddy
- Papers
- 34
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Authored papers
34Forecasting Downstream Performance of LLMs With Proxy Metrics
arXiv 2026
LLM2Vec-Gen: Generative Embeddings from Large Language Models
arXiv 2026
Structured Distillation of Web Agent Capabilities Enables Generalization
arXiv 2026
LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs
arXiv 2026
The Blind Spot of Agent Safety: How Benign User Instructions Expose Critical Vulnerabilities in Computer-Use Agents
arXiv 2026
Humans and LLMs Diverge on Probabilistic Inferences
arXiv 2026
SafeArena: Evaluating the Safety of Autonomous Web Agents
arXiv 2025
AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories
arXiv 2025
DeepSeek-R1 Thoughtology: Let's think about LLM Reasoning
arXiv 2025
Exploiting Instruction-Following Retrievers for Malicious Information Retrieval
arXiv 2025
The Markovian Thinker
arXiv 2025
The Promise of RL for Autoregressive Image Editing
arXiv 2025
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning
arXiv 2025
How to Get Your LLM to Generate Challenging Problems for Evaluation
arXiv 2025
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue
arXiv 2024
VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment
arXiv 2024
Learning Action and Reasoning-Centric Image Editing from Videos and Simulations
arXiv 2024
Are self-explanations from Large Language Models faithful?
arXiv 2024
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
arXiv 2024
The BrowserGym Ecosystem for Web Agent Research
arXiv 2024
Universal Adversarial Triggers Are Not Universal
arXiv 2024
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering
arXiv 2023
The Impact of Positional Encoding on Length Generalization in Transformers
the-impact-of-positional-encoding-on-length
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents
arXiv 2023
Faithfulness Measurable Masked Language Models
arXiv 2023
Combining Modular Skills in Multitask Learning
arXiv 2022
Image Retrieval from Contextual Descriptions
ACL 2022 5
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model
arXiv 2022
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
TMLR
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment
Findings (ACL) 2022 5
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models
ACL 2022 5
Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining
arXiv 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval
EMNLP 2021 11
StereoSet: Measuring stereotypical bias in pretrained language models
ACL 2021 5
Affiliations
Frequent co-authors
10from 34 papers
Nicholas Meade
Xing Han Lù
Vaibhav Adlakha
Amirhossein Kazemnejad
Arkil Patel
Parishad BehnamGhader
Benno Krojer
Marius Mosbach
Alessandro Sordoni
Andreas Madsen