Podcast · Tech & Science

TechcraftingAI NLP

by Brad Edwards · English · Tech & Science

TechcraftingAI NLP brings you daily summaries of the latest arXiv Computation and Language research.

New episodes: Several times a day
Typical length: 39 min
Latest: 15 Jun 2024
Language: English

Latest episode

15 Jun 2024 · 35 min

Ep. 263 - Part 2 - June 13, 2024

ArXiv NLP research for Thursday, June 13, 2024. 00:20: Chain-of-Though (CoT) prompting strategies for medical error detection and correction 01:31: CoastTerm: a Corpus for Multidisciplinary Term Extraction in Coastal Scientific Literature 02:52: RH-SQL: Refined Schema and Hardness Prompt for Text-to-SQL 04:01: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs 05:24: Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models 06:38: Investigating the translation capabilities of Large Language Models trained on parallel data…

Play episodeWhatsApp Download

Earlier episodes 29 most recent

15 Jun 2024 · 38 min
Ep. 263 - Part 1 - June 13, 2024
ArXiv NLP research for Thursday, June 13, 2024. 00:20: Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning 01:53: Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models 03:26: Automated Essay Scoring Using Grammatical Variety and Errors with Multi-Task Learning and Item Response Theory 04:33: Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination 06:05: DisfluencySpeech -- Single-Speaker Conversational Speech Dataset with Paralanguage 07:26: Research on Optimization of Natural Language Processing Model Based…
13 Jun 2024 · 55 min
Ep. 262 - June 12, 2024
ArXiv NLP research for Wednesday, June 12, 2024. 00:19: VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment 02:05: BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain 03:15: Designing a Dashboard for Transparency and Control of Conversational AI 04:46: Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection 05:51: Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions 06:53: Exploring Self-Supervised Multi-view Contrastive Learning for Speech…
13 Jun 2024 · 39 min
Ep. 261 - Part 2 - June 11, 2024
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…
13 Jun 2024 · 39 min
Ep. 261 - Part 1 - June 11, 2024
ArXiv NLP research for Tuesday, June 11, 2024. 00:20: A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation 01:41: Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges 02:32: A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation 04:08: Evolving Subnetwork Training for Large Language Models 05:31: Missingness-resilient Video-enhanced Multimodal Disfluency Detection 06:37: Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of…
11 Jun 2024 · 49 min
Ep. 260 - June 10, 2024
ArXiv NLP research for Monday, June 10, 2024. 00:19: Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research 00:59: HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs 02:29: The Curse of Popularity: Popular Entities have Catastrophic Side Effects when Deleting Knowledge from Language Models 03:24: MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models 04:51: A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications 05:49: Synth-SBDH: A Synthetic Dataset of…
11 Jun 2024 · 38 min
Ep. 259 - June 9, 2024
ArXiv NLP research for Sunday, June 09, 2024. 00:19: How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States 01:40: DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation 03:25: Do LLMs Exhibit Human-Like Reasoning? Evaluating Theory of Mind in LLMs for Open-Ended Responses 05:08: MS-HuBERT: Mitigating Pre-training and Inference Mismatch in Masked Language Modelling methods for learning Speech Representations 06:17: SinkLoRA: Enhanced Efficiency and Chat Capabilities for Long-Context Large Language Models 08:11: Peer…
11 Jun 2024 · 30 min
Ep. 258 - June 8, 2024
ArXiv NLP research for Saturday, June 08, 2024. 00:19: MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention 01:44: Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Datasets 02:30: Flexible and Adaptable Summarization via Expertise Separation 04:18: Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization 06:07: CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation 07:23: Venn Diagram Prompting : Accelerating Comprehension with Scaffolding Effect 08:45: VALL-E 2: Neural…
10 Jun 2024 · 52 min
Ep. 257 - June 7, 2024
ArXiv NLP research for Friday, June 07, 2024. 00:19: Key-Element-Informed sLLM Tuning for Document Summarization 01:22: Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models 02:42: Large Language Model-guided Document Selection 04:13: More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play 05:24: DiNeR: a Large Realistic Dataset for Evaluating Compositional Generalization 06:43: MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources 08:01: Mixture-of-Agents Enhances Large Language Model Capabilities 09:09: AICoderEval:…
7 Jun 2024 · 39 min
Ep. 256 - Part 2 - June 6, 2024
ArXiv NLP research for Thursday, June 06, 2024. 00:20: The syntax-semantics interface in a child's path: A study of 3- to 11-year-olds' elicited production of Mandarin recursive relative clauses 02:17: Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models 03:39: Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster 04:36: Intention and Face in Dialog 05:48: Uncovering Limitations of Large Language Models in Information Seeking from Tables 07:15: Are We Done with MMLU? 08:41: Legal Judgment Reimagined: PredEx and the…
7 Jun 2024 · 36 min
Ep. 256 - Part 1 - June 6, 2024
ArXiv NLP research for Thursday, June 06, 2024. 00:20: Efficient Knowledge Infusion via KG-LLM Alignment 01:25: NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human 02:34: Character-Level Chinese Dependency Parsing via Modeling Latent Intra-Word Structure 03:30: XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags 04:59: End-to-End Trainable Soft Retriever for Low-resource Relation Extraction 06:07: Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning 07:37:…
6 Jun 2024 · 52 min
Ep. 255 - June 5, 2024
ArXiv NLP research for Wednesday, June 05, 2024. 00:19: Improving In-Context Learning with Prediction Feedback for Sentiment Analysis 01:24: MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge 03:01: Text Injection for Neural Contextual Biasing 04:16: 4D ASR: Joint Beam Search Integrating CTC, Attention, Transducer, and Mask Predict Decoders 06:03: Adversarial Moment-Matching Distillation of Large Language Models 07:05: Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models 08:48: Readability-guided…
5 Jun 2024 · 35 min
Ep. 254 - Part 2 - June 4, 2024
ArXiv NLP research for Tuesday, June 04, 2024. 00:20: Description Boosting for Zero-Shot Entity and Relation Classification 01:44: Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning 03:09: Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor 04:30: Prompting Large Language Models with Human Error Markings for Self-Correcting Machine Translation 05:41: mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models 06:53: Technical Language Processing for Telecommunications Specifications…
5 Jun 2024 · 33 min
Ep. 254 - Part 1 - June 4, 2024
ArXiv NLP research for Tuesday, June 04, 2024. 00:20: Conditional Language Learning with Context 01:13: Zyda: A 1.3T Dataset for Open Language Modeling 02:32: RKLD: Reverse KL-Divergence-based Knowledge Distillation for Unlearning Personal Information in Large Language Models 03:50: Personalized Topic Selection Model for Topic-Grounded Dialogue 05:20: Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue 06:58: Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis 08:03: Why Would You Suggest That? Human Trust in Language Model Responses 09:10: Multimodal…
4 Jun 2024 · 1 hr 11 min
Ep. 253 - June 3, 2024
ArXiv NLP research for Monday, June 03, 2024. 00:19: Luna: An Evaluation Foundation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost 01:38: Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer 03:06: Selectively Answering Visual Questions 04:11: Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect 05:36: Predicting Drug-Gene Relations via Analogy Tasks with Word Embeddings 06:51: SemCoder: Training Code Language Models with Comprehensive Semantics 08:39: Mobile-Agent-v2: Mobile…
4 Jun 2024 · 29 min
Ep. 252 - June 2, 2024
ArXiv NLP research for Sunday, June 02, 2024. 00:19: Prompt Framework for Role-playing: Generation and Evaluation 01:05: Transforming Computer Security and Public Trust Through the Exploration of Fine-Tuning Large Language Models 02:18: Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback 03:54: Presence or Absence: Are Unknown Word Usages in Dictionaries? 05:09: Topic Modeling for Short Texts with Large Language Models 06:09: How well do distributed representations convey contextual lexical semantics: a Thesis Proposal 07:05: Evaluating Mathematical Reasoning of Large Language…
4 Jun 2024 · 19 min
Ep. 251 - June 1, 2024
ArXiv NLP research for Saturday, June 01, 2024. 00:19: Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning 01:41: CASE: Curricular Data Pre-training for Building Generative and Discriminative Assistive Psychology Expert Models 03:25: Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios 05:03: RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis 07:09: The Best of Both Worlds: Toward an Honest and Helpful Large Language Model 09:02: Gender Bias Detection in Court Decisions: A Brazilian Case Study…
3 Jun 2024 · 37 min
Ep. 250 - May 31, 2024
ArXiv NLP research summaries for May 31, 2024. 00:20 FineRadScore: A Radiology Report Line-by-Line Evaluation Technique Generating Corrections with Severity Scores 01:37 Leveraging Large Language Models for Entity Matching 02:27 Reward-based Input Construction for Cross-document Relation Extraction 03:40 Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models 05:04 DORY: Deliberative Prompt Recovery for LLM 06:18 Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement 07:35 It is Simple Sometimes: A Study On…
31 May 2024 · 1 hr 3 min
Ep. 249 - May 30, 2024
ArXiv NLP research summaries for May 30, 2024.
30 May 2024 · 43 min
Ep. 248 - May 29, 2024
ArXiv NLP research summaries for May 29, 2024.
30 May 2024 · 1 hr 2 min
Ep. 247 - May 28, 2024
ArXiv NLP research summaries for May 28, 2024.
29 May 2024 · 48 min
Ep. 246 - May 27, 2024
ArXiv NLP summaries for May 27, 2024
29 May 2024 · 31 min
Ep. 245 - May 26, 2024
ArXiv NLP research summaries for May 26, 2024.
29 May 2024 · 30 min
Ep. 244 - May 25, 2024
ArXiv NLP research summaries for May 25, 2024.
29 May 2024 · 38 min
Ep. 243 - May 24, 2024
ArXiv NLP research summaries for May 24, 2024.
24 May 2024 · 39 min
Ep. 242 - Part 2 - May 23, 2024
arXiv NLP research summaries for May 23, 2024. Today's Research Themes (AI-Generated): • Exploring efficient model scaling with Super Tiny Language Models, significantly reducing parameters while maintaining performance. • Advancing unsupervised adaptation in speech recognition with Self-TAught Recognizer, achieving robustness across diverse domains. • Introducing Large Language Models-guided adaptation for Temporal Knowledge Graph Reasoning, offering interpretable and dynamically updated reasoning. • Assessing the impact of inflectional endings in morphological analysis for the Uzbek…
24 May 2024 · 43 min
Ep. 242 - Part 1 - May 23, 2024
arXiv NLP research summaries for May 23, 2024. Today's Research Themes (AI-Generated): • Exploring efficient model scaling with Super Tiny Language Models, significantly reducing parameters while maintaining performance. • Advancing unsupervised adaptation in speech recognition with Self-TAught Recognizer, achieving robustness across diverse domains. • Introducing Large Language Models-guided adaptation for Temporal Knowledge Graph Reasoning, offering interpretable and dynamically updated reasoning. • Assessing the impact of inflectional endings in morphological analysis for the Uzbek…
24 May 2024 · 1 hr 2 min
Ep. 241 - May 22, 2024
arXiv NLP research summaries for May 22, 2024. Today's Research Themes (AI-Generated): • Mosaic Instruction Tuning (Mosaic-IT) enhances LLMs by creating diverse instruction data, significantly reducing training costs. • Cross-subject classifiers and GPT2 word prediction improve P300 spellers, enhancing communication for ALS patients. • Dynamic vocabulary in ASR improves recognition performance for phrases, eliminating subword dependencies. • ByteT5 shows promise in multilingual translation of Biblical texts, potentially serving underrepresented language communities. • Zero-shot Adaptive Post…
22 May 2024 · 40 min
Ep. 240 - May 21, 2024
arXiv NLP research summaries for May 21, 2024. Today's Research Themes (AI-Generated): • A new method is proposed for the scalable and precise identification of crucial 'circuits' within large language models using sparse autoencoders. • SirLLM enhances Large Language Models (LLMs) with the ability to maintain extended memory for infinite-length dialogues without fine-tuning. • Pyramid KV cache compression is introduced to significantly increase the throughput and decrease memory usage in LLM inference. • ProtT3, a Protein-to-Text Generation framework, is developed to aid Language Models in…
22 May 2024 · 52 min
Ep. 239 - May 20, 2024
arXiv NLP research summaries for May 20, 2024. Today's Research Themes (AI-Generated): • Advancements in ordinal classification techniques for NLP, focusing on explicit and implicit approaches within pretrained language models. • Multi-agent framework leveraging large language models for translating ultra-long literary texts, introducing innovative evaluation strategies. • Exploration of SEARNN as an alternative training approach for RNNs, demonstrating improved machine translation for low-resourced African languages. • Introduction of CoNLL#, a fine-grained error analysis and corrected test…

About TechcraftingAI NLP

TechcraftingAI NLP brings you daily summaries of the latest arXiv Computation and Language research.

TechcraftingAI NLP is a English tech & science podcast from Brad Edwards. Melo plays each episode straight from the publisher's own feed — no ads added, no account needed — and remembers where you stopped, in this browser only.

Publisher: Brad Edwards
Language: English
Category: Tech & Science
New episodes: Several times a day
Typical length: 39 min
Latest episode: 15 Jun 2024
Feed: RSS — paste into any podcast app
Apple Podcasts: podcasts.apple.com/podcast/id1709449122
Rights: Brad Edwards

RSS feed Apple Podcasts

More English tech & science

Take it with you

The Melo app keeps playing with the screen off, works in the car and on your watch, wakes you to your station, and browses the whole catalogue offline. Free, no ads, no account.