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knmnyn 

authored a paper 3 months ago

Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines

Paper • 2506.01265 • Published Jun 2 • 1

soujanyaporia 

authored a paper 3 months ago

Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision

Paper • 2505.19706 • Published May 26 • 3

knmnyn 

authored a paper 5 months ago

SkyLadder: Better and Faster Pretraining via Context Window Scheduling

Paper • 2503.15450 • Published Mar 19 • 12

soujanyaporia 

authored a paper 7 months ago

The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles

Paper • 2502.01081 • Published Feb 3 • 14

soujanyaporia 

authored a paper 8 months ago

Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning

Paper • 2412.11974 • Published Dec 16, 2024 • 9

knmnyn 

authored a paper 9 months ago

Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models

Paper • 2412.05939 • Published Dec 8, 2024 • 16

knmnyn 

authored a paper 10 months ago

Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models

Paper • 2411.00492 • Published Nov 1, 2024 • 6

soujanyaporia 

authored 11 papers about 1 year ago

Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases

Paper • 2310.14303 • Published Oct 22, 2023 • 1

Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model

Paper • 2311.00968 • Published Nov 2, 2023

PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns

Paper • 2403.13315 • Published Mar 20, 2024

CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models

Paper • 2404.00569 • Published Mar 31, 2024 • 1

DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Paper • 2406.11617 • Published Jun 17, 2024 • 8

Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming

Paper • 2406.11654 • Published Jun 17, 2024 • 6

Improving Text-To-Audio Models with Synthetic Captions

Paper • 2406.15487 • Published Jun 18, 2024

Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique

Paper • 2408.10701 • Published Aug 20, 2024 • 12

WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models

Paper • 2408.03837 • Published Aug 7, 2024 • 18

Reward Steering with Evolutionary Heuristics for Decoding-time Alignment

Paper • 2406.15193 • Published Jun 21, 2024 • 15

Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations

Paper • 2406.11801 • Published Jun 17, 2024 • 16

soujanyaporia 

authored 2 papers over 1 year ago

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Paper • 2404.09956 • Published Apr 15, 2024 • 12

Recent Trends in Deep Learning Based Natural Language Processing

Paper • 1708.02709 • Published Aug 9, 2017