Soujanya Poria

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upvoted 2 papers about 1 month ago

Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse

Paper • 2409.11242 • Published Sep 17, 2024 • 7

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

upvoted a collection about 2 months ago

Trust-Align

Collection

12 items • Updated about 1 month ago • 3

upvoted a paper 2 months ago

TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization

Paper • 2412.21037 • Published Dec 30, 2024 • 24

upvoted a paper 3 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

upvoted a paper 4 months ago

M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework

Paper • 2411.06176 • Published Nov 9, 2024 • 45

upvoted 2 papers 7 months ago

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

upvoted 6 papers 9 months ago

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

Paper • 2406.11654 • Published Jun 17, 2024 • 6

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

Paper • 2406.11617 • Published Jun 17, 2024 • 8

Reward Steering with Evolutionary Heuristics for Decoding-time Alignment

Paper • 2406.15193 • Published Jun 21, 2024 • 15

Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Paper • 2402.11746 • Published Feb 19, 2024 • 2

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

SoundCTM: Uniting Score-based and Consistency Models for Text-to-Sound Generation

Paper • 2405.18503 • Published May 28, 2024 • 9

upvoted a paper 11 months ago

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

Paper • 2404.09956 • Published Apr 15, 2024 • 12

upvoted 4 papers over 1 year ago

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 36

Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment

Paper • 2308.09662 • Published Aug 18, 2023 • 3

Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning

Paper • 2307.02053 • Published Jul 5, 2023 • 22

INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models

Paper • 2306.04757 • Published Jun 7, 2023 • 6