Episode notes
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…
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TechcraftingAI NLP
Brad Edwards · Tech & Science · English
TechcraftingAI NLP brings you daily summaries of the latest arXiv Computation and Language research.
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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:…
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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…
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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…
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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…
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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…
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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…
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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…
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