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617 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

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  1. Mitigating Bias for Question Answering Models by Tracking Bias Influence — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  2. Mitigating the Alignment Tax of RLHF — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
  3. MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases — 2024 · arXiv:2402.14905
  4. MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  5. More Insightful Feedback for Tutoring: Enhancing Generation Mechanisms and Automatic Evaluation — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
  6. Multi-Task Learning with Adapters for Plausibility Prediction: Bridging the Gap or Falling into the Trenches? — 2024 · Proceedings of the Fifth Workshop on Insights from Negative Results in NLP
  7. Null-Shot Prompting: Rethinking Prompting Large Language Models With Hallucination — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
  8. On the Universal Truthfulness Hyperplane Inside LLMs — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
  9. On the Way to Lossless Compression of Language Transformers: Exploring Cross-Domain Properties of Quantization — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  10. Orion-14B: Open-source Multilingual Large Language Models — 2024 · arXiv:2401.12246
  11. Paraphrasing in Affirmative Terms Improves Negation Understanding — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
  12. PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  13. Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models — 2024 · arXiv:2411.12580
  14. Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
  15. Qsnail: A Questionnaire Dataset for Sequential Question Generation — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  16. RegMix: Data Mixture as Regression for Language Model Pre-training — 2024 · arXiv:2407.01492
  17. Revisiting Catastrophic Forgetting in Large Language Model Tuning — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  18. SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  19. SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  20. Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models — 2024 · Findings of the Association for Computational Linguistics: NAACL 2024
  21. ShortGPT: Layers in Large Language Models are More Redundant Than You Expect — 2024 · arXiv:2403.03853
  22. TIGQA: An Expert-Annotated Question-Answering Dataset in Tigrinya — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  23. Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  24. The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  25. The Critique of Critique — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  26. The Llama 3 Herd of Models — 2024 · arXiv:2407.21783
  27. The Mamba in the Llama: Distilling and Accelerating Hybrid Models — 2024 · arXiv:2408.15237
  28. To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  29. Tokenization Is More Than Compression — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
  30. Tokenizer Choice For LLM Training: Negligible or Crucial? — 2024 · Findings of the Association for Computational Linguistics: NAACL 2024
  31. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning — 2024 · arXiv:2402.05808
  32. UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  33. Unleashing the Potential of Large Language Models through Spectral Modulation — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  34. Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  35. Using LLMs to simulate students' responses to exam questions — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  36. Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  37. eXmY: A Data Type and Technique for Arbitrary Bit Precision Quantization — 2024 · arXiv:2405.13938
  38. tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  39. 項目反応理論を用いた難易度調整可能な多肢選択式読解問題自動生成 — 2024 · 言語処理学会 第30回年次大会 発表論文集 (NLP2024)
  40. A Comprehensive Overview of Large Language Models — 2023 · arXiv:2307.06435
  41. A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  42. AlignScore: Evaluating Factual Consistency with A Unified Alignment Function — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  43. An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning — 2023 · arXiv:2308.08747
  44. Assessing Distractors in Multiple-Choice Tests — 2023 · Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems
  45. Attack Prompt Generation for Red Teaming and Defending Large Language Models — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  46. BloombergGPT: A Large Language Model for Finance — 2023 · arXiv:2303.17564
  47. Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  48. Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  49. Bringing order into the realm of Transformer-based language models for artificial intelligence and law — 2023 · arXiv:2308.05502 · Artif Intell Law, Springer Nature. November 2023
  50. CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
  51. Catwalk: A Unified Language Model Evaluation Framework for Many Datasets — 2023 · arXiv:2312.10253
  52. ConfliBERT-Arabic: A Pre-trained Arabic Language Model for Politics, Conflicts and Violence — 2023 · Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing
  53. Cross-corpus Readability Compatibility Assessment for English Texts — 2023 · arXiv:2306.09704
  54. Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  55. DiPlomat: A Dialogue Dataset for Situated Pragmatic Reasoning — 2023 · arXiv:2306.09030
  56. DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI — 2023 · arXiv:2307.10172
  57. Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  58. Distractor Generation based on Text2Text Language Models with Pseudo Kullback-Leibler Divergence Regulation — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  59. Domain Incremental Lifelong Learning in an Open World — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  60. Don't Make Your LLM an Evaluation Benchmark Cheater — 2023 · arXiv:2311.01964
  61. Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  62. Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca — 2023 · arXiv:2304.08177
  63. Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  64. Few-shot Adaptation Works with UnpredicTable Data — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  65. Few-shot Unified Question Answering: Tuning Models or Prompts? — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  66. FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  67. Hop, Union, Generate: Explainable Multi-hop Reasoning without Rationale Supervision — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
  68. IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  69. Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-Training — 2023 · arXiv:2307.14666
  70. In-Context Demonstration Selection with Cross Entropy Difference — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  71. In-context Pretraining: Language Modeling Beyond Document Boundaries — 2023 · arXiv:2310.10638
  72. Inspecting and Editing Knowledge Representations in Language Models — 2023 · arXiv:2304.00740
  73. JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  74. Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models — 2023 · arXiv:2308.16149
  75. Knowledge Sanitization of Large Language Models — 2023 · arXiv:2309.11852
  76. KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  77. LLaMA: Open and Efficient Foundation Language Models — 2023 · arXiv:2302.13971
  78. LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions — 2023 · arXiv:2304.14402
  79. Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
  80. Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  81. Long-Tailed Question Answering in an Open World — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  82. MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  83. MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization — 2023 · Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
  84. Machine Reading Comprehension for Vietnamese Customer Reviews: Task, Corpus and Baseline Models — 2023 · Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation
  85. Machine Reading Comprehension using Case-based Reasoning — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  86. Measure Children's Mindreading Ability with Machine Reading — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  87. Multilingual Conceptual Coverage in Text-to-Image Models — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  88. Natural Response Generation for Chinese Reading Comprehension — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  89. On Degrees of Freedom in Defining and Testing Natural Language Understanding — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  90. On the application of Large Language Models for language teaching and assessment technology — 2023 · arXiv:2307.08393
  91. Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression — 2023 · arXiv:2301.09830
  92. Orca 2: Teaching Small Language Models How to Reason — 2023 · arXiv:2311.11045
  93. PaLM 2 Technical Report — 2023 · arXiv:2305.10403
  94. Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
  95. Post Turing: Mapping the landscape of LLM Evaluation — 2023 · Proceedings of the Third Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)
  96. Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  97. RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  98. Representation Engineering: A Top-Down Approach to AI Transparency — 2023 · arXiv:2310.01405
  99. SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
  100. Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

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