% Key papers for Faithfulness of LLM explanations (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2018_emotional_100578, title = {{Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11325}, } @inproceedings{aaai2020_towards_103084, title = {{Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6394}, } @inproceedings{aaai2017_topic_105859, title = {{Topic Aware Neural Response Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10981}, } @inproceedings{neurips2018_e_57789, title = {{e-SNLI: Natural Language Inference with Natural Language Explanations}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11907}, } @inproceedings{iclr2018_natural_28660, title = {{Natural Language Inference over Interaction Space}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2018}, url = {https://iclr.cc/virtual/2018/poster/334}, } @inproceedings{aaai2018_ruber_100574, title = {{RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11321}, } @inproceedings{aaai2017_multiresolution_105862, title = {{Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10984}, } @inproceedings{neurips2020_a_59269, title = {{A Simple Language Model for Task-Oriented Dialogue}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18857}, } @inproceedings{aaai2020_a_103208, title = {{A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6518}, } @inproceedings{aaai2022_cem_1810, title = {{CEM: Commonsense-Aware Empathetic Response Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/11229-cem-commonsense-aware-empathetic-response-generation/}, } @inproceedings{neurips2018_towards_57716, title = {{Towards Deep Conversational Recommendations}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11924}, } @inproceedings{aaai2021_ubar_1570, title = {{UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/14230-ubar-towards-fully-end-to-end-task-oriented-dialog-system-with-gpt-2/}, } @inproceedings{aaai2020_probing_103087, title = {{Probing Natural Language Inference Models through Semantic Fragments}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6397}, } @inproceedings{aaai2018_large_105890, title = {{Large Scaled Relation Extraction With Reinforcement Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11950}, } @inproceedings{aaai2017_mechanism_105854, title = {{Mechanism-Aware Neural Machine for Dialogue Response Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10976}, } @inproceedings{aaai2018_eliciting_105895, title = {{Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11955}, } @inproceedings{neurips2019_approximating_57904, title = {{Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/14301}, } @inproceedings{aaai2020_a_102975, title = {{A Large-Scale Dataset for Argument Quality Ranking: Construction and Analysis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6285}, } @inproceedings{icml2019_towards_37811, title = {{Towards a Deep and Unified Understanding of Deep Neural Models in NLP}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/3999}, } @inproceedings{aaai2024_exploring_5918, title = {{Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28769}, } @inproceedings{aaai2024_large_6420, title = {{Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29802}, } @inproceedings{iclr2024_can_35555, title = {{Can Large Language Models Infer Causation from Correlation?}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17518}, } @inproceedings{cvpr2024_locllm_24019, title = {{LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29972}, } @inproceedings{aaai2025_understanding_11145, title = {{Understanding Emotional Body Expressions via Large Language Models}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32135}, } @inproceedings{aaai2025_coherency_8452, title = {{Coherency Improved Explainable Recommendation via Large Language Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33329}, } @inproceedings{neurips2024_apathetic_73997, title = {{Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93520}, } @inproceedings{aaai2024_the_7547, title = {{The Generalization and Robustness of Transformer-Based Language Models on Commonsense Reasoning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30410}, } @inproceedings{iclr2024_faithful_34547, title = {{Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18527}, } @inproceedings{aaai2024_learning_6481, title = {{Learning Robust Rationales for Model Explainability: A Guidance-Based Approach}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29783}, } @inproceedings{aaai2025_socialsim_10788, title = {{SocialSim: Towards Socialized Simulation of Emotional Support Conversation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32116}, } @inproceedings{icml2024_do_43632, title = {{Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34820}, } @inproceedings{aaai2025_genteel_9271, title = {{GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34685}, } @inproceedings{aaai2025_neural_10109, title = {{Neural Reasoning for Sure Through Constructing Explainable Models}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33262}, } @inproceedings{aaai2025_semantic_10726, title = {{Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33311}, } @inproceedings{icml2024_agent_45821, title = {{Agent Instructs Large Language Models to be General Zero-Shot Reasoners}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/32631}, } @inproceedings{neurips2024_berts_71000, title = {{BERTs are Generative In-Context Learners}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96206}, } @inproceedings{aaai2024_underspecification_7682, title = {{Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29842}, } @inproceedings{aaai2025_controlling_8536, title = {{Controlling Equational Reasoning in Large Language Models with Prompt Interventions}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34668}, } @inproceedings{aaai2025_tomato_11013, title = {{ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of Mind}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32143}, }