Browse State-of-the-Art › Natural Language Understanding › Papers, page 11

Natural Language Understanding

Papers archive 2025-07-28

archive papers tagged: 1,978 · with a code link: 809 · where Syntology ran a sample: 185 (155 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (185 of 1,978 tagged: 155 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument)

Page 11 of 20: papers 1,001 to 1,100 of 1,978, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Self-Knowledge Distillation for Learning Ambiguity
  14 Jun 2024 0 repositories listed
• Language Models are Crossword Solvers
  13 Jun 2024 0 repositories listed
• Transformers meet Neural Algorithmic Reasoners
  13 Jun 2024 0 repositories listed
• Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests
  12 Jun 2024 0 repositories listed
• Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
  12 Jun 2024 0 repositories listed
• Paraphrasing in Affirmative Terms Improves Negation Understanding
  11 Jun 2024 0 repositories listed
• MolX: Enhancing Large Language Models for Molecular Learning with A Multi-Modal Extension
  10 Jun 2024 0 repositories listed
• Multi-Prompting Decoder Helps Better Language Understanding
  10 Jun 2024 0 repositories listed
• TLEX: An Efficient Method for Extracting Exact Timelines from TimeML Temporal Graphs
  7 Jun 2024 0 repositories listed
• Are Large Language Models the New Interface for Data Pipelines?
  6 Jun 2024 0 repositories listed
• mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans
  6 Jun 2024 0 repositories listed
• RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts
  4 Jun 2024 0 repositories listed
• Role-playing Prompt Framework: Generation and Evaluation
  2 Jun 2024 0 repositories listed
• RLSF: Reinforcement Learning via Symbolic Feedback
  26 May 2024 0 repositories listed
• BOLD: Boolean Logic Deep Learning
  25 May 2024 0 repositories listed
• Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs
  24 May 2024 0 repositories listed
• Leveraging Large Language Models for Semantic Query Processing in a Scholarly Knowledge Graph
  24 May 2024 0 repositories listed
• Cross-Language Assessment of Mathematical Capability of ChatGPT
  18 May 2024 0 repositories listed
• INDUS: Effective and Efficient Language Models for Scientific Applications
  17 May 2024 0 repositories listed
• Translating Expert Intuition into Quantifiable Features: Encode Investigator Domain Knowledge via LLM for Enhanced Predictive Analytics
  11 May 2024 0 repositories listed
• DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation
  10 May 2024 0 repositories listed
• Can large language models understand uncommon meanings of common words?
  9 May 2024 0 repositories listed
• GREEN: Generative Radiology Report Evaluation and Error Notation
  6 May 2024 0 repositories listed
• Quantifying the Capabilities of LLMs across Scale and Precision
  6 May 2024 0 repositories listed
• TED: Accelerate Model Training by Internal Generalization
  6 May 2024 0 repositories listed
• A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU
  5 May 2024 0 repositories listed
• Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach
  2 May 2024 0 repositories listed
• Towards Generalist Robot Learning from Internet Video: A Survey
  30 Apr 2024 0 repositories listed
• Large Language Models for Networking: Workflow, Advances and Challenges
  19 Apr 2024 0 repositories listed
• Towards Logically Consistent Language Models via Probabilistic Reasoning
  19 Apr 2024 0 repositories listed Syntology 14 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 16 pointer-only (licence)
• Skeleton: A New Framework for Accelerating Language Models via Task Neuron Localized Prompt Tuning
  18 Apr 2024 0 repositories listed
• Automating REST API Postman Test Cases Using LLM
  16 Apr 2024 0 repositories listed
• Binder: Hierarchical Concept Representation through Order Embedding of Binary Vectors
  16 Apr 2024 0 repositories listed
• Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain
  11 Apr 2024 0 repositories listed
• GUIDE: Graphical User Interface Data for Execution
  9 Apr 2024 0 repositories listed
• LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements
  9 Apr 2024 0 repositories listed
• RecGPT: Generative Personalized Prompts for Sequential Recommendation via ChatGPT Training Paradigm
  6 Apr 2024 0 repositories listed
• Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers
  4 Apr 2024 0 repositories listed
• Jump Self-attention: Capturing High-order Statistics in Transformers
  3 Apr 2024 0 repositories listed
• Are LLMs Effective Backbones for Fine-tuning? An Experimental Investigation of Supervised LLMs on Chinese Short Text Matching
  29 Mar 2024 0 repositories listed
• PURPLE: Making a Large Language Model a Better SQL Writer
  29 Mar 2024 0 repositories listed
• Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?
  25 Mar 2024 0 repositories listed
• Engineering Safety Requirements for Autonomous Driving with Large Language Models
  24 Mar 2024 0 repositories listed
• VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding
  23 Mar 2024 0 repositories listed
• MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thoughts
  22 Mar 2024 0 repositories listed
• Towards Knowledge-Grounded Natural Language Understanding and Generation
  22 Mar 2024 0 repositories listed
• Do Not Worry if You Do Not Have Data: Building Pretrained Language Models Using Translationese
  20 Mar 2024 0 repositories listed
• BiLoRA: A Bi-level Optimization Framework for Overfitting-Resilient Low-Rank Adaptation of Large Pre-trained Models
  19 Mar 2024 0 repositories listed
• Energy-Based Models with Applications to Speech and Language Processing
  16 Mar 2024 0 repositories listed
• AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning
  14 Mar 2024 0 repositories listed
• Matrix-Transformation Based Low-Rank Adaptation (MTLoRA): A Brain-Inspired Method for Parameter-Efficient Fine-Tuning
  12 Mar 2024 0 repositories listed
• Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity
  8 Mar 2024 0 repositories listed
• Integrating Large Language Models with Graphical Session-Based Recommendation
  26 Feb 2024 0 repositories listed
• Layer-wise Regularized Dropout for Neural Language Models
  26 Feb 2024 0 repositories listed
• C³: Confidence Calibration Model Cascade for Inference-Efficient Cross-Lingual Natural Language Understanding
  25 Feb 2024 0 repositories listed
• Transferring BERT Capabilities from High-Resource to Low-Resource Languages Using Vocabulary Matching
  22 Feb 2024 0 repositories listed
• Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks
  19 Feb 2024 0 repositories listed
• Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering
  17 Feb 2024 0 repositories listed
• Privacy-Preserving Language Model Inference with Instance Obfuscation
  13 Feb 2024 0 repositories listed
• FaBERT: Pre-training BERT on Persian Blogs
  9 Feb 2024 0 repositories listed
• LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System
  5 Feb 2024 0 repositories listed
• Linguistic features for sentence difficulty prediction in ABSA
  5 Feb 2024 0 repositories listed
• "What's my model inside of?": Exploring the role of environments for grounded natural language understanding
  4 Feb 2024 0 repositories listed
• Digits micro-model for accurate and secure transactions
  2 Feb 2024 0 repositories listed
• Fine-tuning Transformer-based Encoder for Turkish Language Understanding Tasks
  30 Jan 2024 0 repositories listed
• Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis
  29 Jan 2024 0 repositories listed
• BPDec: Unveiling the Potential of Masked Language Modeling Decoder in BERT pretraining
  29 Jan 2024 0 repositories listed
• Large Language Model Adaptation for Financial Sentiment Analysis
  26 Jan 2024 0 repositories listed
• MaLLaM -- Malaysia Large Language Model
  26 Jan 2024 0 repositories listed
• Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling
  25 Jan 2024 0 repositories listed
• How Can Large Language Models Understand Spatial-Temporal Data?
  25 Jan 2024 0 repositories listed
• TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy
  25 Jan 2024 0 repositories listed
• Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode
  24 Jan 2024 0 repositories listed
• Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language Processing
  22 Jan 2024 0 repositories listed
• Learning Shortcuts: On the Misleading Promise of NLU in Language Models
  17 Jan 2024 0 repositories listed
• Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions
  16 Jan 2024 0 repositories listed
• Transcending Controlled Environments Assessing the Transferability of ASRRobust NLU Models to Real-World Applications
  12 Jan 2024 0 repositories listed
• Natural Language Processing for Dialects of a Language: A Survey
  11 Jan 2024 0 repositories listed
• We Need to Talk About Classification Evaluation Metrics in NLP
  8 Jan 2024 0 repositories listed
• Enhancing Essay Scoring with Adversarial Weights Perturbation and Metric-specific AttentionPooling
  6 Jan 2024 0 repositories listed
• Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks
  5 Jan 2024 0 repositories listed
• PerSHOP -- A Persian dataset for shopping dialogue systems modeling
  1 Jan 2024 0 repositories listed
• KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph
  26 Dec 2023 0 repositories listed
• PersianLLaMA: Towards Building First Persian Large Language Model
  25 Dec 2023 0 repositories listed
• DSFormer: Effective Compression of Text-Transformers by Dense-Sparse Weight Factorization
  20 Dec 2023 0 repositories listed
• TESS: A Multi-intent Parser for Conversational Multi-Agent Systems with Decentralized Natural Language Understanding Models
  19 Dec 2023 0 repositories listed
• LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language
  15 Dec 2023 0 repositories listed
• RDR: the Recap, Deliberate, and Respond Method for Enhanced Language Understanding
  15 Dec 2023 0 repositories listed
• Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks
  14 Dec 2023 0 repositories listed
• Rethinking the Instruction Quality: LIFT is What You Need
  12 Dec 2023 0 repositories listed
• Building Domain-Specific LLMs Faithful To The Islamic Worldview: Mirage or Technical Possibility?
  11 Dec 2023 0 repositories listed
• Retrieval-based Video Language Model for Efficient Long Video Question Answering
  8 Dec 2023 0 repositories listed
• Visually Grounded Language Learning: a review of language games, datasets, tasks, and models
  5 Dec 2023 0 repositories listed
• A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly
  4 Dec 2023 0 repositories listed
• From Beginner to Expert: Modeling Medical Knowledge into General LLMs
  2 Dec 2023 0 repositories listed
• Self Generated Wargame AI: Double Layer Agent Task Planning Based on Large Language Model
  2 Dec 2023 0 repositories listed
• Exploring the Robustness of Model-Graded Evaluations and Automated Interpretability
  26 Nov 2023 0 repositories listed
• Explore the Potential of LLMs in Misinformation Detection: An Empirical Study
  21 Nov 2023 0 repositories listed
• MultiLoRA: Democratizing LoRA for Better Multi-Task Learning
  20 Nov 2023 0 repositories listed
• Effective Large Language Model Adaptation for Improved Grounding and Citation Generation
  16 Nov 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.