EPISODE · Jun 13, 2024 · 38 MIN
Ep. 261 - Part 2 - June 11, 2024
from TechcraftingAI NLP · host Brad Edwards
ArXiv NLP research for Tuesday, June 11, 2024. 00:20: Scientific Computing with Large Language Models 01:08: Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication 02:19: Bilingual Sexism Classification: Fine-Tuned XLM-RoBERTa and GPT-3.5 Few-Shot Learning 03:51: Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models 05:26: Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? 07:03: Joint Learning of Context and Feedback Embeddings in Spoken Dialogue 07:57: BertaQA: How Much Do Language Models Know About Local Culture? 09:17: MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting 10:20: CTC-based Non-autoregressive Textless Speech-to-Speech Translation 11:21: Toxic Memes: A Survey of Computational Perspectives on the Detection and Explanation of Meme Toxicities 13:27: GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews 14:40: BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction 16:32: When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models 18:01: Limited Out-of-Context Knowledge Reasoning in Large Language Models 19:36: MINERS: Multilingual Language Models as Semantic Retrievers 20:42: Learning Domain-Invariant Features for Out-of-Context News Detection 22:03: Textual Similarity as a Key Metric in Machine Translation Quality Estimation 23:02: On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations 24:31: Multimodal Belief Prediction 25:29: Advancing Annotation of Stance in Social Media Posts: A Comparative Analysis of Large Language Models and Crowd Sourcing 26:56: Paraphrasing in Affirmative Terms Improves Negation Understanding 27:37: CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization 29:38: TextGrad: Automatic "Differentiation" via Text 31:35: Just Because We Camp, Doesn't Mean We Should: The Ethics of Modelling Queer Voices 32:35: THaLLE: Text Hyperlocally Augmented Large Language Extension -- Technical Report 33:51: Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling 35:22: Simple and Effective Masked Diffusion Language Models 36:35: Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and Arena
What this episode covers
ArXiv NLP research for Tuesday, June 11, 2024. 00:20: Scientific Computing with Large Language Models 01:08: Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication 02:19: Bilingual Sexism Classification: Fine-Tuned XLM-RoBERTa and GPT-3.5 Few-Shot Learning 03:51: Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models 05:26: Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? 07:03: Joint Learning of Context and Feedback Embeddings in Spoken Dialogue 07:57: BertaQA: How Much Do Language Models Know About Local Culture? 09:17: MM-KWS: Multi-modal Prompts for Multilingual User-defined Keyword Spotting 10:20: CTC-based Non-autoregressive Textless Speech-to-Speech Translation 11:21: Toxic Memes: A Survey of Computational Perspectives on the Detection and Explanation of Meme Toxicities 13:27: GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews 14:40: BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction 16:32: When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models 18:01: Limited Out-of-Context Knowledge Reasoning in Large Language Models 19:36: MINERS: Multilingual Language Models as Semantic Retrievers 20:42: Learning Domain-Invariant Features for Out-of-Context News Detection 22:03: Textual Similarity as a Key Metric in Machine Translation Quality Estimation 23:02: On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations 24:31: Multimodal Belief Prediction 25:29: Advancing Annotation of Stance in Social Media Posts: A Comparative Analysis of Large Language Models and Crowd Sourcing 26:56: Paraphrasing in Affirmative Terms Improves Negation Understanding 27:37: CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization 29:38: TextGrad: Automatic "Differentiation" via Text 31:35: Just Because We Camp, Doesn't Mean We Should: The Ethics of Modelling Queer Voices 32:35: THaLLE: Text Hyperlocally Augmented Large Language Extension -- Technical Report 33:51: Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling 35:22: Simple and Effective Masked Diffusion Language Models 36:35: Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and Arena
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Ep. 261 - Part 2 - June 11, 2024
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