Poster Summarization

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rohitsaxena

authored 2 papers 3 months ago

Lost in Time: Clock and Calendar Understanding Challenges in Multimodal LLMs

Paper • 2502.05092 • Published Feb 7 • 8

PosterSum: A Multimodal Benchmark for Scientific Poster Summarization

Paper • 2502.17540 • Published Feb 24 • 3

pminervini

authored 6 papers 3 months ago

FLARE: Faithful Logic-Aided Reasoning and Exploration

Paper • 2410.11900 • Published Oct 14, 2024 • 4

SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages

Paper • 2406.14425 • Published Jun 20, 2024 • 2

Analysing the Residual Stream of Language Models Under Knowledge Conflicts

Paper • 2410.16090 • Published Oct 21, 2024 • 7

Mixtures of In-Context Learners

Paper • 2411.02830 • Published Nov 5, 2024 • 2

Aligning Generalisation Between Humans and Machines

Paper • 2411.15626 • Published Nov 23, 2024

Lost in Time: Clock and Calendar Understanding Challenges in Multimodal LLMs

Paper • 2502.05092 • Published Feb 7 • 8

pminervini

authored 4 papers 7 months ago

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering

Paper • 2410.15999 • Published Oct 21, 2024 • 20

Adapting Neural Link Predictors for Data-Efficient Complex Query Answering

Paper • 2301.12313 • Published Jan 29, 2023 • 1

Attention Is All You Need But You Don't Need All Of It For Inference of Large Language Models

Paper • 2407.15516 • Published Jul 22, 2024 • 1

DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Paper • 2410.18860 • Published Oct 24, 2024 • 11

rohitsaxena

authored a paper 9 months ago

MovieSum: An Abstractive Summarization Dataset for Movie Screenplays

Paper • 2408.06281 • Published Aug 12, 2024 • 9

rohitsaxena

authored a paper 11 months ago

Select and Summarize: Scene Saliency for Movie Script Summarization

Paper • 2404.03561 • Published Apr 4, 2024 • 2

pminervini

authored 6 papers 11 months ago

A Simple and Effective $L_2$ Norm-Based Strategy for KV Cache Compression

Paper • 2406.11430 • Published Jun 17, 2024 • 24

PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them

Paper • 2102.07033 • Published Feb 13, 2021

No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models

Paper • 2307.06440 • Published Jul 12, 2023 • 3

SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations

Paper • 2305.13235 • Published May 22, 2023 • 1

REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization

Paper • 2310.14418 • Published Oct 22, 2023 • 1

Using Natural Language Explanations to Improve Robustness of In-context Learning for Natural Language Inference

Paper • 2311.07556 • Published Nov 13, 2023