From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples von Vacareanu, Robert, Negru, Vlad-Andrei, Suciu, Vasile, Surdeanu, Mihai

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Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation von Alam, Fahmida, Islam, Md Asiful, Vacareanu, Robert, Surdeanu, Mihai

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When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context von Noriega-Atala, Enrique, Vacareanu, Robert, Ashton, Salena Torres, Pyarelal, Adarsh, Morrison, Clayton T, Surdeanu, Mihai

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Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification von Vacareanu, Robert, Alam, Fahmida, Islam, Md Asiful, Riaz, Haris, Surdeanu, Mihai

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Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference von Akoju, Sushma Anand, Vacareanu, Robert, Riaz, Haris, Blanco, Eduardo, Surdeanu, Mihai

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General Purpose Verification for Chain of Thought Prompting von Vacareanu, Robert, Pratik, Anurag, Spiliopoulou, Evangelia, Qi, Zheng, Paolini, Giovanni, John, Neha Anna, Ma, Jie, Benajiba, Yassine, Ballesteros, Miguel

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A Weak Supervision Approach for Few-Shot Aspect Based Sentiment von Vacareanu, Robert, Varia, Siddharth, Halder, Kishaloy, Wang, Shuai, Paolini, Giovanni, John, Neha Anna, Ballesteros, Miguel, Muresan, Smaranda

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From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples von Vacareanu, Robert, Vlad-Andrei Negru, Suciu, Vasile, Surdeanu, Mihai

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From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction von Vacareanu, Robert, Valenzuela-Escarcega, Marco A, Barbosa, George C. G, Sharp, Rebecca, Surdeanu, Mihai

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Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation von Alam, Fahmida, Islam, Md Asiful, Vacareanu, Robert, Surdeanu, Mihai

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Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis von Varia, Siddharth, Wang, Shuai, Halder, Kishaloy, Vacareanu, Robert, Ballesteros, Miguel, Benajiba, Yassine, John, Neha Anna, Anubhai, Rishita, Muresan, Smaranda, Roth, Dan

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When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context von Noriega-Atala, Enrique, Vacareanu, Robert, Salena Torres Ashton, Pyarelal, Adarsh, Morrison, Clayton T, Surdeanu, Mihai

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Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference von Sushma Anand Akoju, Vacareanu, Robert, Riaz, Haris, Blanco, Eduardo, Surdeanu, Mihai

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Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification von Vacareanu, Robert, Alam, Fahmida, Islam, Md Asiful, Riaz, Haris, Surdeanu, Mihai

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General Purpose Verification for Chain of Thought Prompting von Vacareanu, Robert, Pratik, Anurag, Spiliopoulou, Evangelia, Zheng, Qi, Paolini, Giovanni, Neha, Anna John, Ma, Jie, Benajiba, Yassine, Ballesteros, Miguel

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Method and system for converting literature into a directed graph von Noriega, Enrique, Hicks, Thomas, Morrison, Clayton, Valenzuela Escarcega, Marco A, Bell, Dane, Vacareanu, Robert Ionut, Sharp, Rebecca, Surdeanu, Mihai, Barbosa, George, Hahn-Powell, Gustave

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A Weak Supervision Approach for Few-Shot Aspect Based Sentiment von Vacareanu, Robert, Varia, Siddharth, Halder, Kishaloy, Wang, Shuai, Paolini, Giovanni, Neha, Anna John, Ballesteros, Miguel, Muresan, Smaranda

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From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction von Vacareanu, Robert, Valenzuela-Escarcega, Marco A, Barbosa, George C G, Sharp, Rebecca, Surdeanu, Mihai

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Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis von Varia, Siddharth, Wang, Shuai, Halder, Kishaloy, Vacareanu, Robert, Ballesteros, Miguel, Benajiba, Yassine, Neha, Anna John, Anubhai, Rishita, Muresan, Smaranda, Roth, Dan

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METHODS FOR EXTRACTING AND ASSESSING INFORMATION FROM LITERATURE DOCUMENTS von Noriega, Enrique, Hicks, Thomas, Morrison, Clayton, Valenzuela Escarcega, Marco A, Bell, Dane, Vacareanu, Robert Ionut, Sharp, Rebecca, Surdeanu, Mihai, Barbosa, George, Hahn-Powell, Gustave

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