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...

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...

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 ...

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...

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...

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...

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...

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 ...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

ArXiv NLP research summaries for May 30, 2024.

ArXiv NLP research summaries for May 29, 2024.

ArXiv NLP research summaries for May 28, 2024.

ArXiv NLP summaries for May 27, 2024

ArXiv NLP research summaries for May 26, 2024.

ArXiv NLP research summaries for May 25, 2024.