PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Qiu, Xiaoqi, Wang, Yongjie, Guo, Xu, Zeng, Zhiwei, Yu, Yue, Feng, Yuhong, Miao, Chunyan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Survey on Natural Language Counterfactual Generation
by: Wang, Yongjie, et al.
Published: (2024)
by: Wang, Yongjie, et al.
Published: (2024)
When Retrieval Succeeds and Fails: Rethinking Retrieval-Augmented Generation for LLMs
by: Wang, Yongjie, et al.
Published: (2025)
by: Wang, Yongjie, et al.
Published: (2025)
RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval
by: Wang, Yongjie, et al.
Published: (2025)
by: Wang, Yongjie, et al.
Published: (2025)
Boundless Byte Pair Encoding: Breaking the Pre-tokenization Barrier
by: Schmidt, Craig W., et al.
Published: (2025)
by: Schmidt, Craig W., et al.
Published: (2025)
Contrasting Linguistic Patterns in Human and LLM-Generated News Text
by: Muñoz-Ortiz, Alberto, et al.
Published: (2023)
by: Muñoz-Ortiz, Alberto, et al.
Published: (2023)
Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation
by: Liu, Aiwei, et al.
Published: (2024)
by: Liu, Aiwei, et al.
Published: (2024)
PaperAudit-Bench: Benchmarking Error Detection in Research Papers for Critical Automated Peer Review
by: Tu, Songjun, et al.
Published: (2026)
by: Tu, Songjun, et al.
Published: (2026)
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity
by: Kim, Jaemin, et al.
Published: (2024)
by: Kim, Jaemin, et al.
Published: (2024)
Bidirectional RAG: Safe Self-Improving Retrieval-Augmented Generation Through Multi-Stage Validation
by: Chinthala, Teja
Published: (2025)
by: Chinthala, Teja
Published: (2025)
Mitigating LLM Hallucinations through Domain-Grounded Tiered Retrieval
by: Haque, Md. Asraful, et al.
Published: (2026)
by: Haque, Md. Asraful, et al.
Published: (2026)
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
by: Seo, Yeongbin, et al.
Published: (2024)
by: Seo, Yeongbin, et al.
Published: (2024)
Co-NAML-LSTUR: A Combined Model with Attentive Multi-View Learning and Long- and Short-term User Representations for News Recommendation
by: Nguyen, Minh Hoang, et al.
Published: (2025)
by: Nguyen, Minh Hoang, et al.
Published: (2025)
D-SMART: Enhancing LLM Dialogue Consistency via Dynamic Structured Memory And Reasoning Tree
by: Lei, Xiang, et al.
Published: (2025)
by: Lei, Xiang, et al.
Published: (2025)
ScoreRAG: A Retrieval-Augmented Generation Framework with Consistency-Relevance Scoring and Structured Summarization for News Generation
by: Lin, Pei-Yun, et al.
Published: (2025)
by: Lin, Pei-Yun, et al.
Published: (2025)
Enhancing Mathematical Problem Solving in LLMs through Execution-Driven Reasoning Augmentation
by: Basarkar, Aditya, et al.
Published: (2026)
by: Basarkar, Aditya, et al.
Published: (2026)
Exploring Italian sentence embeddings properties through multi-tasking
by: Nastase, Vivi, et al.
Published: (2024)
by: Nastase, Vivi, et al.
Published: (2024)
The Unlikely Duel: Evaluating Creative Writing in LLMs through a Unique Scenario
by: Gómez-Rodríguez, Carlos, et al.
Published: (2024)
by: Gómez-Rodríguez, Carlos, et al.
Published: (2024)
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification
by: Nastase, Vivi, et al.
Published: (2024)
by: Nastase, Vivi, et al.
Published: (2024)
Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework
by: Sun, Jingyi, et al.
Published: (2024)
by: Sun, Jingyi, et al.
Published: (2024)
Exploring syntactic information in sentence embeddings through multilingual subject-verb agreement
by: Nastase, Vivi, et al.
Published: (2024)
by: Nastase, Vivi, et al.
Published: (2024)
NERCat: Fine-Tuning for Enhanced Named Entity Recognition in Catalan
by: Ferreres, Guillem Cadevall, et al.
Published: (2025)
by: Ferreres, Guillem Cadevall, et al.
Published: (2025)
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing
by: Wang, Zhilin, et al.
Published: (2025)
by: Wang, Zhilin, et al.
Published: (2025)
A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking
by: Wang, Shuai, et al.
Published: (2021)
by: Wang, Shuai, et al.
Published: (2021)
WeDLM: Reconciling Diffusion Language Models with Standard Causal Attention for Fast Inference
by: Liu, Aiwei, et al.
Published: (2025)
by: Liu, Aiwei, et al.
Published: (2025)
Emotional Sequential Influence Modeling on False Information
by: Naskar, Debashis, et al.
Published: (2024)
by: Naskar, Debashis, et al.
Published: (2024)
Thinking Longer, Not Always Smarter: Evaluating LLM Capabilities in Hierarchical Legal Reasoning
by: Zhang, Li, et al.
Published: (2025)
by: Zhang, Li, et al.
Published: (2025)
Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free
by: Zhang, Li, et al.
Published: (2026)
by: Zhang, Li, et al.
Published: (2026)
IFMTBench: A Comprehensive Benchmark for Multilingual Translation Instruction Following
by: Sun, Mingrui, et al.
Published: (2026)
by: Sun, Mingrui, et al.
Published: (2026)
Fine-tuning of Large Language Models for Constituency Parsing Using a Sequence to Sequence Approach
by: Delgado, Francisco Jose Cortes, et al.
Published: (2025)
by: Delgado, Francisco Jose Cortes, et al.
Published: (2025)
Doğal Dil İşlemede Tokenizasyon Standartları ve Ölçümü: Türkçe Üzerinden Büyük Dil Modellerinin Karşılaştırmalı Analizi
by: Bayram, M. Ali, et al.
Published: (2025)
by: Bayram, M. Ali, et al.
Published: (2025)
Büyük Dil Modelleri için TR-MMLU Benchmarkı: Performans Değerlendirmesi, Zorluklar ve İyileştirme Fırsatları
by: Bayram, M. Ali, et al.
Published: (2025)
by: Bayram, M. Ali, et al.
Published: (2025)
Targeted Lexical Injection: Unlocking Latent Cross-Lingual Alignment in Lugha-Llama via Early-Layer LoRA Fine-Tuning
by: Ngugi, Stanley
Published: (2025)
by: Ngugi, Stanley
Published: (2025)
How Human-Like Are Large Language Models? A Register-Aware Linguistic Evaluation Framework
by: Nieth, Björn, et al.
Published: (2026)
by: Nieth, Björn, et al.
Published: (2026)
Multi-Model Synthetic Training for Mission-Critical Small Language Models
by: Platt, Nolan, et al.
Published: (2025)
by: Platt, Nolan, et al.
Published: (2025)
How much do LLMs learn from negative examples?
by: Hamdan, Shadi, et al.
Published: (2025)
by: Hamdan, Shadi, et al.
Published: (2025)
Communicative Agents for Slideshow Storytelling Video Generation based on LLMs
by: Fan, Jingxing, et al.
Published: (2025)
by: Fan, Jingxing, et al.
Published: (2025)
An Epidemiological Knowledge Graph extracted from the World Health Organization's Disease Outbreak News
by: Consoli, Sergio, et al.
Published: (2025)
by: Consoli, Sergio, et al.
Published: (2025)
When Does Content-Based Routing Work? Representation Requirements for Selective Attention in Hybrid Sequence Models
by: Basu, Abhinaba
Published: (2026)
by: Basu, Abhinaba
Published: (2026)
MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare
by: Wang, Yihao, et al.
Published: (2026)
by: Wang, Yihao, et al.
Published: (2026)
From Noise to Diversity: Random Embedding Injection in LLM Reasoning
by: Kim, Heejun, et al.
Published: (2026)
by: Kim, Heejun, et al.
Published: (2026)
Similar Items
-
A Survey on Natural Language Counterfactual Generation
by: Wang, Yongjie, et al.
Published: (2024) -
When Retrieval Succeeds and Fails: Rethinking Retrieval-Augmented Generation for LLMs
by: Wang, Yongjie, et al.
Published: (2025) -
RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval
by: Wang, Yongjie, et al.
Published: (2025) -
Boundless Byte Pair Encoding: Breaking the Pre-tokenization Barrier
by: Schmidt, Craig W., et al.
Published: (2025) -
Contrasting Linguistic Patterns in Human and LLM-Generated News Text
by: Muñoz-Ortiz, Alberto, et al.
Published: (2023)