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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + direction, predict full plan including experiments\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nThe computation of th... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea only, predict key hypothesis\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nCybench is an evaluation framework for c... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given key results + limitations, predict future directions\n\n====================\nINPUT CONTEXT\n====================\n## Key Results Summary\nThe Squisher pro... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given hypothesis, predict concrete experiment design\n\n====================\nINPUT CONTEXT\n====================\n## Key Hypothesis\nAdding sufficient Gaussian ... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict a full research plan\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nGraph Diffusion Models (GDMs) can opera... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given research direction only, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nEnhanci... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + method, predict key hypothesis and experiment design\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nA hierarchical, age... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given rich context (direction+problem+gap+prevwork), predict main idea and method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direc... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict full structured extraction\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nRelation decoding in transformer ... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + method, predict key hypothesis and experiment design\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nA transformer-based... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Expand minimal idea to a full research plan\n\n====================\nINPUT CONTEXT\n====================\n## Minimal Idea\nAbstract LM calls into declarative inp... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict a full research plan\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nCounteractive Temporal Difference (CoAc... |
[
{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given research direction only, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nThe wor... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + direction, predict full plan including experiments\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nInvariant Deep Uplift... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given problem + gap, predict main idea, key insight, and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Exact Problem\nHow to s... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Reconstruct key insight from hypothesis and results\n\n====================\nINPUT CONTEXT\n====================\n## Key Hypothesis\nModeling images as a hierarc... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea only, predict key hypothesis\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nA hierarchical Transformer architecture ... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + direction, predict full plan including experiments\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nA decentralized stoch... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Expand minimal idea to a full research plan\n\n====================\nINPUT CONTEXT\n====================\n## Minimal Idea\nMerge PEFT modules by pruning small-ma... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given direction + previous work, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nEnhan... |
[
{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Expand minimal idea to a full research plan\n\n====================\nINPUT CONTEXT\n====================\n## Minimal Idea\nAchieve optimal row-stochastic decentr... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea only, predict key hypothesis\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nA planning framework for offline reinfor... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Reconstruct key insight from hypothesis and results\n\n====================\nINPUT CONTEXT\n====================\n## Key Hypothesis\nRecursive functional decompo... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + method, predict key hypothesis and experiment design\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nThe Latent Program ... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + direction, predict full plan including experiments\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nAdversarially robust ... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given direction + previous work, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nLong-... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Reconstruct key insight from hypothesis and results\n\n====================\nINPUT CONTEXT\n====================\n## Key Hypothesis\nDecoupling the learning of i... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict a full research plan\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nMulti-level training in procedurally ge... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given direction + previous work, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nCompu... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given direction + gap, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nRisk-averse mac... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given direction + previous work, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nInves... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict a full research plan\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nScore matching is adapted to handle par... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given direction + previous work, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nScala... |
[
{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Expand minimal idea to a full research plan\n\n====================\nINPUT CONTEXT\n====================\n## Minimal Idea\nPerform layer-wise attention-based mat... |
[
{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict full structured extraction\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nAgentic workflow generation is re... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given hypothesis, predict concrete experiment design\n\n====================\nINPUT CONTEXT\n====================\n## Key Hypothesis\nThe global aggregated model... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea only, predict key hypothesis\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nClassifier-Free Guidance (CFG) is decomp... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + direction, predict full plan including experiments\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nMCMC algorithms are r... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given hypothesis, predict concrete experiment design\n\n====================\nINPUT CONTEXT\n====================\n## Key Hypothesis\nShifts in the feature space... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict full structured extraction\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nMachine learning techniques are i... |
[
{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Reconstruct key insight from hypothesis and results\n\n====================\nINPUT CONTEXT\n====================\n## Key Hypothesis\nFor Bregman losses, the stat... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict full structured extraction\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nSafety alignment in large languag... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given problem + gap, predict main idea, key insight, and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Exact Problem\nWhy do e... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given direction + gap, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nAutomated desig... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given experiments, predict key results summary and key insight\n\n====================\nINPUT CONTEXT\n====================\n## Experiments\n[\n {\n \"name\"... |
[
{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given research direction only, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nThe stu... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given direction + gap, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nTheoretical ana... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict full structured extraction\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nVisual Autoregressive (VAR) model... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + method, predict key hypothesis and experiment design\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nMulti-agent regular... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given key results + limitations, predict future directions\n\n====================\nINPUT CONTEXT\n====================\n## Key Results Summary\nNormalized loss ... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given idea + direction, predict full plan including experiments\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nAlternating updates i... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict full structured extraction\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nA unified theoretical framework f... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given experiments, predict key results summary and key insight\n\n====================\nINPUT CONTEXT\n====================\n## Experiments\n[\n {\n \"name\"... |
[
{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict full structured extraction\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nMulti-class classification is per... |
[
{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea only, predict key hypothesis\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nThe framework, GREAT, enhances the gener... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given direction + previous work, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nAutom... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Expand minimal idea to a full research plan\n\n====================\nINPUT CONTEXT\n====================\n## Minimal Idea\nGrounding objects in event streams by ... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea only, predict key hypothesis\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nAnchoring is enhanced through a referenc... |
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{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given research direction only, predict main idea and proposed method\n\n====================\nINPUT CONTEXT\n====================\n## Research Direction\nEnhanci... |
[
{
"content": "You are an AI co-scientist assistant. Your task is to predict missing components of a research paper given partial information.\n\nTask: Given main idea, predict full structured extraction\n\n====================\nINPUT CONTEXT\n====================\n## Main Idea\nA preprocessing technique for vis... |
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